2025 年至 2032 年全球电脑视觉监控市场预测（按组件、技术、应用、最终用户和部署模式）

预计到 2032 年，监控电脑视觉市场将成长至 77 亿美元，复合年增长率为 9.79%。

主要市场统计数据
基准年2024年	36.4亿美元
预计2025年	40亿美元
预测年份：2032年	77亿美元
复合年增长率（%）	9.79%

电脑视觉在监控领域的变革作用的高层定位

本执行摘要提供了监控领域电脑视觉的策略背景，包括先进的演算法、不断发展的感测器以及不断变化的法规环境。监控技术正在从基本的摄影系统发展到整合光学、计算和分析技术的堆迭，这些技术相结合，可实现持续的情境察觉、自动化威胁检测和更丰富的营运洞察。因此，各组织正在重新思考如何建立基础设施、确定投资优先顺序以及管理数据，以平衡安全、隐私和营运效率。

透过本摘要，读者可以全面了解影响采购、部署和持续管理决策的技术发展轨迹、政策变化和商业性动态。本书重点介绍了现代解决方案如何从被动记录转向主动监控，从而提高检测准确性和响应速度，同时减少人工工作量。因此，为了从监控专案中实现持久价值，领导者不仅必须评估供应商的能力，还必须评估互通性、生命週期支援和道德使用框架。

最后，引言部分重点阐述了企业面临的关键选择，为深入分析奠定了基础：是优先考虑边缘运算还是集中处理，如何管理混合部署模式，以及如何在资料保护规则不断发展的同时确保合规性。这些考量构成了后续章节的基石，将深入剖析市场变化、资费影响、细分考虑、区域动态、竞争格局，并为寻求负责任且有效地利用电脑视觉的领导者提供实用建议。

机器感知技术的突破、智慧感测器的普及以及自动化情境察觉监控需求的不断增长，正在深刻地改变监控格局。新的架构融合了神经网路主导的分析、多模态感测器融合和可扩展的运算平台，使系统不仅能够侦测事件，还能预测可能的结果并确定回应的优先顺序。这种能力的深度不断提升将使组织从被动事件回应转向主动风险缓解，从根本上改变安全团队分配注意力和资源的方式。

同时，部署模式也在不断发展。边缘处理降低了延迟和频宽消耗，而云端平台则为模型训练和跨站点关联提供了弹性运算。这种混合方法提升了弹性，并支援新兴用例，从即时边界执行到复杂的人群行为分析。同时，软体授权和订阅模式的进步加速了对持续更新、模型优化和营运分析的访问，使部署能够快速成熟，而无需中断硬体更新周期。

此外，社会和监管压力也在塑造这些技术变革。随着相关人员期望的不断提升，隐私权保护技术、透明的管治框架和可解释的人工智慧正成为当务之急。因此，道德设计和审核不再是可有可无的，而是成为长期应用的核心要求。这些趋势共同创造了一个动态环境，技术创新、管治成熟度和切合实际的部署策略将决定谁能从智慧监控解决方案中获得最大价值。

最近的关税如何改变采购、供应链弹性、监控系统部署以及供应商生态系统中的架构选择

关税和贸易措施的实施，为监控生态系统的筹资策略、供应链弹性和供应商选择带来了关键的曲折点。关税主导的成本压力正促使许多组织重新评估其采购模式，加速供应商多元化，并测试旨在减少对单一来源硬体依赖的替代架构。事实上，采购团队正在将地缘政治风险评估纳入供应商评估中，并要求提高组件来源和製造足迹的透明度。

因此，系统整合商和技术供应商纷纷做出应对，调整了材料清单，尽可能实现本地化组装，并强调透过可跨多种硬体平台部署的软体来提升差异化价值。这种转变促进了模组化设计和可互通的标准，有助于在保持功能能力的同时管理成本波动。同时，海关审查的加强和前置作业时间的延长，也使得库存规划、分阶段部署和关键计划应急计画的重要性日益凸显。

在营运方面，关税的影响间接推动了人们对边缘中心运算和软体订阅的兴趣，这些订阅将长期价值与硬体更新周期脱钩。透过倾向于云端和混合管理，并优先考虑分析的可移植性，组织可以在硬体采购中断的情况下保持能力的连续性。对于政策制定者和合规团队而言，累积影响凸显了在贸易政策目标与公共和关键基础设施保护的营运现实之间取得平衡的必要性。最终，关税环境将迫使公共和私营部门的部署采取更具策略性和弹性的采购和架构方法。

一个全面的细分框架，连接组件、技术、应用程式、最终用户和部署模式，以推动实际的采购和设计决策

清楚地理解细分市场对于设计和采购兼顾营运目标和生命週期的解决方案至关重要。市场根据组件划分为硬体、服务和软体，其中硬体包括传统类比摄影机和现代 IP 摄影机，软体则提供永久授权模式和订阅模式。从类比系统到 IP 系统的过渡通常会触发向网路化基础架构的架构转变，从而实现更丰富的分析和集中管理。

从技术角度来看，这些技术包括行为分析、脸部辨识、物件侦测和视讯分析，每种技术都有其自身的多层次专业化。行为分析进一步分为异常行为和运动模式识别，为人群管理和预警系统提供工具。脸部辨识功能分为 2D 和3D方法，它们在准确性、环境稳健性和隐私影响方面有所不同。物体检测分为后处理和即时检测，反映了处理延迟和吞吐量之间的权衡。视讯分析包含深度学习主导的分析和基于规则的系统，分别提供自适应模式识别或确定性策略实施。

应用程式反映了人群分析、週边安全、零售分析和流量监控等营运用例，引导从可扩展性到延迟等功能需求。最终用户涵盖银行和金融、政府、医疗保健、零售和交通运输等多个行业，每个行业都有各自的监管约束、安全优先级和整合期望。最后，部署模式（云端或本地端）的选择决定了资料管治、延迟设定檔和维护职责，从而影响长期营运策略。整合这些分段层可以实现客製化的解决方案设计，以满足技术需求、合规性要求和业务成果。

策略性区域分析探讨了当地法规、采购惯例和生态系统成熟度如何影响监控技术的采用和跨境部署策略

区域动态对技术采用、监管方法和合作伙伴生态系统有着显着的影响，影响不同司法管辖区的解决方案选择和营运实务。在美洲，通常高度重视互通性、基于标准的整合和分析主导的营运成果，采购决策通常会在本地製造考量与技术性能和整体所有权影响之间取得平衡。相较之下，欧洲、中东和非洲则呈现多元化的监管格局，其中资料保护、跨境资料流和本地合规机制显着影响部署架构和供应商选择标准。

同时，亚太地区对边缘智慧和城市规模整合倡议的采用速度很快，需求也很旺盛。这种环境正在推动感测器设计和系统整合的创新，同时也引入了不同的采购规范和监管期望。这种环境正在推动感测器设计和系统整合的创新，同时也引入了不同的采购规范和监管期望。根据地区的不同，供应商和整合商正在调整打入市场策略，同时考虑到当地的认证要求、服务模式和伙伴关係生态系统。因此，规划多区域部署的组织必须协调安全策略、资料处理实务和互通性标准，以避免碎片化并保持营运一致性。

区域策略之间的过渡需要谨慎协调管治、技术和供应商关係。将架构决策与区域管理体制和业务实践结合，可以优化部署时间表，降低合规风险，并充分利用区域安装、维护和事件回应能力。这种方法不仅能增强技术一致性，还能增强相关人员对支援公共和商业营运的系统的信心。

对供应商生态系统的深入评估，突显了硬体创新、软体差异化、整合商能力和平台互通性之间的相互作用

监控电脑视觉领域的竞争态势体现了传统摄影机製造商、晶片和感测器供应商、云端平台提供者、系统整合商以及新兴软体专家的融合。领先的硬体製造商不断改进光学元件、低照度性能和板载运算，以实现更先进的边缘分析；而晶片组供应商则专注于提高每瓦性能，以便在功率限制内实现即时推理。同时，软体创新者和模型开发者则在演算法准确性、对环境变化的稳健性以及透过标准化 API 与异质硬体整合的能力方面展开竞争。

系统整合商和託管服务供应商透过提供设计、安装、校准和持续调优服务，在将能力转化为营运成果方面发挥关键作用。这些组织越来越多地将分析订阅、託管和事件回应捆绑在一起，以提供符合客户服务水准期望的基于成果的服务。同时，云端和平台供应商也透过可扩展的训练流程、模型生命週期管理和跨站点关联功能来脱颖而出，从而实现企业范围的情境察觉。

伙伴关係策略、认证计划和开放标准日益决定市场吸引力。重视互通性、透明的模型效能指标和隐私保护功能的供应商正赢得采购团队和合规负责人的更多信任。因此，竞争优势源于平衡的价值提案，该主张将高性能感知演算法、灵活的部署选项以及安全、审核的营运记录相结合。

策略价值链建议，以最大限度地提高电脑视觉部署的价值，包括架构设计、管治、技能开发和供应链弹性

产业领导者必须采取务实且具前瞻性的策略，才能在管理风险的同时，充分发挥电脑视觉的优势。首先，优先考虑模组化架构，将分析与硬体分离，以实现供应商灵活性、应对中断的韧性以及平稳的升级路径。透过设计支援可互换感测器和标准化介面的系统，企业可以减少锁定，并长期优化效能。其次，采用混合部署模型，将边缘运算（用于延迟敏感型任务）与云端（用于集中关联和模型训练）结合。这种平衡既能保持即时响应能力，又能透过聚合学习实现持续改进。

第三，制度化管治框架，将隐私设计、模型审核和清晰的保留策略融入其中，以维护公众信任和监管合规性。相关人员应在大规模部署之前定义可接受的用例、监控机制和补救程序。第四，投资于持续模型检验支援持续的营运绩效。

最后，透过多元化供应商、在切实可行的情况下采用本地组装以及协商考虑关税和前置作业时间波动的合约条款来增强供应链的弹性。将这些措施与检验整合假设并允许逐步扩展的试验计画结合。结合这些建议将有助于企业实现营运效率、保持合规性并适应不断变化的技术和贸易环境。

混合方法调查方法，结合初步访谈、供应商中立技术检验和基于场景的综合，确保实际相关性

本摘要所依据的研究采用了混合方法，以确保观点的平衡和实践相关性。主要研究包括与技术领导者、系统整合商、采购负责人和合规专业人员进行结构化访谈，以了解营运痛点、采购驱动因素和实施重点。这些访谈与演算法开发人员和硬体工程师进行的技术简报相辅相成，从而根据当前的能力限制和技术创新的发展轨迹得出结论。结合相关人员的观点，增加了定性研究的深度，并揭示了在更复杂的分析中往往未提及的实施层面的考虑。

二次研究系统地审查了官方监管指南、标准文件、供应商技术规范以及关于感知演算法和隐私保护技术的同行评审文献。我们专注于透过与供应商无关的基准测试和可重复的效能评估来交叉检验技术声明。我们尽可能根据可演示的部署、现场报告和整合案例研究来检验技术声明，以确保规范性指导能够反映实际行为，而非理论上的性能极限。

最后，调查方法采用三角测量法来协调不同观点并辨识稳健模式。该过程包括跨来源的迭代整合、对供应炼和政策变数的敏感性检查，以及情境分析，以突出可能对架构和采购决策产生重大影响的突发事件。由此得出的洞察旨在优先考虑可行的建议和与营运相关的观点，以支持技术相关人员和高阶主管做出明智的决策。

简洁的策略结论强调了技术机会、监管限制以及弹性和道德部署策略需求之间的平衡

总而言之，电脑视觉正在重新定义监控，它实现了主动、智慧的监控，从单纯的观察到可操作的情境察觉。增强型感测器、高效的边缘运算和日益强大的分析能力相结合，正在推动新的应用，同时也带来了重大的管治和采购挑战。能够协调架构、采购和管治的领导者能够获得持续的营运价值，同时最大限度地降低法律、道德和物流风险。

此外，贸易措施和区域监管差异的累积影响凸显了建立具有韧性的供应链和灵活部署策略的必要性。优先考虑模组化、互通性和强有力管治的组织将能够更有效地应对技术机会与政策约束之间的相互作用。因此，监控专案可以负责任地扩展，改善安全结果，并融入更广泛的企业风险管理框架。

这意味着要利用机器感知来增强决策能力，同时实施透明的控制措施，保护隐私和公民自由。如此一来，相关人员就能实现智慧监控的愿景，保护资产、简化营运并支持社会安全目标——所有这些都不会损害信任或合规性。

目录

第一章：前言

第二章调查方法

第三章执行摘要

第四章 市场概况

第五章 市场洞察

• 推出支援 Edge AI 的摄像头，用于智慧城市中的即时物体检测和异常警报
• 利用联邦学习在分散式摄影机网路中进行隐私权保护监控分析
• 整合热成像和电脑视觉，增强弱光和极端天气条件下的目标识别
• 使用基于深度学习的行为分析来预测零售店和交通枢纽的可疑活动
• 实施视讯摘要技术以加速法医调查并减少审查时间
• 为可扩展的多租户安全监控解决方案开发云端原生电脑视觉平台
• 利用合成资料产生来提高模型准确性并减少脸部辨识系统中的偏差
• 将 3D 电脑视觉和深度感应应用于高阶周界安全和入侵侦测

第六章：2025年美国关税的累积影响

第七章：人工智慧的累积影响，2025年

8. 电脑视觉监控市场（按组件）

• 硬体
  • 类比摄影机
  • 网路摄影机
• 服务
• 软体
  • 永远
  • 订阅

9. 电脑视觉监控市场（依技术）

• 行为分析
  • 例外行为
  • 运作模式
• 脸部辨识
  • 2D脸部辨识
  • 3D脸部辨识
• 物体侦测
  • 后处理检测
  • 即时侦测
• 影片分析
  • 深度学习分析
  • 基于规则的分析

第 10 章：电脑视觉监控市场的应用

• 人群分析
• 週边安全
• 零售分析
• 流量监控

第 11 章：电脑视觉监控市场（按最终用户）

• 银行与金融
• 政府
• 卫生保健
• 零售
• 运输

第 12 章：按部署模式分類的监控市场电脑视觉

• 云
• 本地部署

第 13 章：按地区分類的监控电脑视觉市场

• 美洲
  • 北美洲
  • 拉丁美洲
• 欧洲、中东和非洲
  • 欧洲
  • 中东
  • 非洲
• 亚太地区

第 14 章。按组别分類的监控市场电脑视觉

• ASEAN
• GCC
• EU
• BRICS
• G7
• NATO

第 15 章。按国家/地区分類的监控市场电脑视觉

• 美国
• 加拿大
• 墨西哥
• 巴西
• 英国
• 德国
• 法国
• 俄罗斯
• 义大利
• 西班牙
• 中国
• 印度
• 日本
• 澳洲
• 韩国

第十六章竞争格局

• 2024年市占率分析
• 2024年FPNV定位矩阵
• 竞争分析
  • Hangzhou Hikvision Digital Technology Co., Ltd.
  • Zhejiang Dahua Technology Co., Ltd.
  • Axis Communications AB
  • Robert Bosch GmbH
  • Hanwha Vision Co., Ltd.
  • Motorola Solutions, Inc.
  • Teledyne Technologies Incorporated
  • Vivotek Inc.
  • Uniview Technologies Co., Ltd.
  • Panasonic Corporation

The Computer Vision in Surveillance Market is projected to grow by USD 7.70 billion at a CAGR of 9.79% by 2032.

KEY MARKET STATISTICS
Base Year [2024]	USD 3.64 billion
Estimated Year [2025]	USD 4.00 billion
Forecast Year [2032]	USD 7.70 billion
CAGR (%)	9.79%

High-level orientation to the transformative role of computer vision in surveillance outlining strategic imperatives for technology, policy, and operational leaders

This executive summary introduces the strategic context for computer vision in surveillance by framing the converging forces of advanced algorithms, sensor evolution, and changing regulatory environments. Surveillance technology has transitioned from basic camera systems to an integrated stack of optics, compute, and analytics that together enable persistent situational awareness, automated threat detection, and enriched operational insights. As a result, organizations are rethinking how they architect infrastructure, prioritize investments, and govern data to balance safety, privacy, and operational effectiveness.

Throughout this summary, readers will find a synthesis of technological trajectories, policy shifts, and commercial dynamics that collectively shape decision-making for procurement, deployment, and ongoing management. The narrative emphasizes how modern solutions move beyond passive recording to active monitoring, reducing human workload while increasing detection accuracy and response speed. Consequently, leaders must assess not only vendor capabilities but also interoperability, lifecycle support, and ethical use frameworks to realize durable value from their surveillance programs.

Finally, the introduction sets the stage for deeper analysis by highlighting critical choices organizations face: whether to prioritize edge compute versus centralized processing, how to manage hybrid deployment models, and how to ensure compliance amid evolving data protection rules. These considerations form the backbone of subsequent sections, which unpack market shifts, tariff impacts, segmentation insights, regional dynamics, competitive landscapes, and pragmatic recommendations for leaders seeking to harness computer vision responsibly and effectively.

The surveillance landscape is undergoing transformative shifts driven by breakthroughs in machine perception, the proliferation of intelligent sensors, and a rising demand for automated, context-aware monitoring. Emerging architectures blend neural-network-driven analytics, multimodal sensor fusion, and scalable compute platforms, enabling systems to not only detect events but also predict likely outcomes and prioritize responses. As capabilities deepen, organizations move from reactive incident review to proactive risk mitigation, fundamentally changing how security teams allocate attention and resources.

Simultaneously, deployment models are evolving: edge processing reduces latency and bandwidth consumption, while cloud platforms provide elastic compute for model training and cross-site correlation. This hybrid approach fosters resilience and supports new use cases, from real-time perimeter enforcement to complex crowd behavior analysis. In parallel, advances in software licensing and subscription models have accelerated access to continuous updates, model improvements, and operational analytics, enabling deployments to mature rapidly without disruptive hardware refresh cycles.

Moreover, societal and regulatory pressures shape these technological shifts. Privacy-preserving techniques, transparent governance frameworks, and explainable AI are rising to the forefront as stakeholder expectations increase. Consequently, ethical design and auditability are becoming not optional extras but core requirements for long-term adoption. Taken together, these trends create a dynamic environment in which technical innovation, governance maturity, and pragmatic deployment strategies determine who captures the most value from intelligent surveillance solutions.

Assessment of how recent tariff measures have reshaped procurement, supply chain resilience, and architectural choices across surveillance deployments and vendor ecosystems

The introduction of tariffs and trade measures has created a material inflection point for procurement strategies, supply chain resilience, and vendor selection in the surveillance ecosystem. Tariff-driven cost pressures have prompted many organizations to reevaluate sourcing patterns, accelerate supplier diversification, and test alternative architectures that reduce dependence on single-origin hardware. In practice, procurement teams are layering geopolitical risk assessments into vendor evaluations and demanding greater transparency about component provenance and manufacturing footprints.

As a result, systems integrators and technology vendors have adapted by adjusting bill-of-materials, localizing assembly where feasible, and emphasizing software-differentiated value that can be deployed on a variety of hardware platforms. This shift incentivizes modular designs and interoperable standards, which help buyers manage cost volatility while preserving functional capabilities. In parallel, increased customs scrutiny and longer lead times have elevated the importance of inventory planning, staged rollouts, and contingency provisioning for critical projects.

On the operational side, tariffs have indirectly accelerated interest in edge-centric compute and software subscriptions that decouple long-term value from hardware refresh cycles. By leaning into cloud or hybrid management and prioritizing analytics portability, organizations can maintain continuity of capability despite hardware sourcing disruptions. For policymakers and compliance teams, the cumulative impact underscores the need to balance trade policy objectives with the operational realities of public safety and critical infrastructure protection. Ultimately, the tariff environment compels a more strategic, resilient approach to procurement and architecture across both public and private sector deployments.

Comprehensive segmentation framework linking components, technologies, applications, end users, and deployment modes to actionable procurement and design decisions

A clear understanding of segmentation is essential to designing and procuring solutions that align with operational goals and lifecycle considerations. Based on component, the market divides into hardware, services, and software, with hardware encompassing legacy analog cameras and modern IP cameras and software available under both perpetual license and subscription models; this distinction drives decisions about upgrade cadence, total cost of ownership, and integration paths. Transitioning from analog to IP systems often triggers architectural shifts toward networked infrastructure, enabling richer analytics and centralized management, while the choice between perpetual and subscription licensing affects how organizations access updates, support, and model retraining.

From a technology perspective, the landscape spans behavior analysis, face recognition, object detection, and video analytics, each with layered specializations. Behavior analysis further segments into abnormal behavior and motion pattern recognition, offering tools for crowd management and early warning systems. Face recognition capability ranges between two-dimensional and three-dimensional approaches, with different accuracy, environmental robustness, and privacy implications. Object detection differentiates between post processing and real time detection, reflecting trade-offs between processing latency and throughput, and video analytics covers both deep learning-driven analytics and rule-based systems, which respectively provide adaptive pattern recognition or deterministic policy enforcement.

Applications reflect operational use cases such as crowd analytics, perimeter security, retail analytics, and traffic monitoring, guiding functional requirements from scalability to latency. End users span sectors including banking and finance, government, healthcare, retail, and transportation, each presenting unique regulatory constraints, security priorities, and integration expectations. Finally, deployment mode choices of cloud versus on premise determine data governance, latency profiles, and maintenance responsibilities and thus influence long-term operational strategies. Integrating these segmentation layers enables tailored solution design that addresses technical requirements, compliance imperatives, and business outcomes.

Strategic regional analysis revealing how local regulations, procurement practices, and ecosystem maturity shape surveillance technology adoption and cross-border deployment strategies

Regional dynamics exert a pronounced influence on technology adoption, regulatory approaches, and partner ecosystems, shaping how solutions are selected and operated across jurisdictions. The Americas often emphasize interoperability, standards-based integration, and a strong emphasis on analytics-driven operational outcomes, with procurement decisions commonly balancing local manufacturing considerations against technological performance and total ownership implications. In contrast, Europe, Middle East & Africa reflect a diverse regulatory mosaic where data protection, cross-border data flows, and local compliance mechanisms significantly influence deployment architectures and vendor selection criteria.

Meanwhile, the Asia-Pacific region demonstrates rapid deployment velocity and a strong appetite for edge intelligence and integrated city-scale initiatives; this environment fosters innovation in sensor design and systems integration while also introducing varying procurement norms and regulatory expectations. Across regions, suppliers and integrators adapt their go-to-market strategies to account for local certification requirements, service models, and partnership ecosystems. Consequently, organizations planning multi-region rollouts must harmonize security policies, data handling practices, and interoperability standards to avoid fragmentation and maintain operational consistency.

Transitioning between regional strategies requires careful orchestration of governance, technology, and supplier relationships. By aligning architectural decisions with regional regulatory regimes and commercial practices, practitioners can optimize deployment timelines, mitigate compliance risk, and leverage local capabilities for installation, maintenance, and incident response. This approach yields not only technical consistency but also fosters stakeholder trust in the systems that support public safety and commercial operations.

Insightful evaluation of vendor ecosystems highlighting the interplay between hardware innovation, software differentiation, integrator capabilities, and platform interoperability

Competitive dynamics in the surveillance computer vision space reflect a blend of legacy camera manufacturers, chip and sensor suppliers, cloud platform providers, systems integrators, and emerging software specialists. Leading hardware suppliers continue to refine optics, low-light performance, and onboard compute to enable more sophisticated edge analytics, while chipset vendors focus on performance-per-watt improvements that permit real-time inference within constrained power envelopes. At the same time, software innovators and model developers compete on the basis of algorithmic accuracy, robustness to environmental variation, and the ability to integrate with heterogeneous hardware through standardized APIs.

Systems integrators and managed service providers play a critical role in translating capability into operational outcomes by offering design, installation, calibration, and continuous tuning services. These organizations increasingly bundle analytics subscriptions, managed hosting, and incident response to provide outcome-based offerings that align with customer service-level expectations. In parallel, cloud and platform providers differentiate through scalable training pipelines, model lifecycle management, and cross-site correlation capabilities that enable enterprise-wide situational awareness.

Partnership strategies, certification programs, and open standards increasingly determine market traction. Vendors that prioritize interoperability, transparent model performance metrics, and privacy-preserving features gain greater trust among procurement teams and compliance officers. Therefore, competitive advantage stems from a balanced value proposition that combines high-performing perception algorithms, flexible deployment options, and a proven track record of secure, auditable operations.

Actionable strategic recommendations for architecture design, governance, skill development, and supply chain resilience to maximize value from computer vision deployments

Industry leaders must adopt pragmatic, forward-looking strategies to capture the benefits of computer vision while managing risk. First, prioritize modular architectures that decouple analytics from hardware to enable vendor flexibility, resilience to trade disruptions, and smoother upgrade paths. By designing systems that support interchangeable sensors and standardized interfaces, organizations reduce lock-in and can optimize performance over time. Second, adopt hybrid deployment models that combine edge for latency-sensitive tasks and cloud for centralized correlation and model training; this balance preserves real-time responsiveness while enabling continual improvement through aggregated learning.

Third, institutionalize governance frameworks that incorporate privacy-by-design, model auditability, and clear retention policies to maintain public trust and regulatory compliance. Stakeholders should define acceptable use cases, oversight mechanisms, and redress procedures before large-scale rollouts. Fourth, invest in skills and processes for continuous model validation and performance monitoring, ensuring analytics remain robust against environmental shifts, adversarial attempts, and dataset drift. Tools and workflows for retraining, A/B testing, and explainability will support sustained operational performance.

Finally, strengthen supply chain resilience by diversifying suppliers, embracing local assembly where practical, and negotiating contract terms that account for tariff volatility and lead-time variability. Combine these measures with pilot programs that validate integration assumptions and allow phased scaling. Together, these recommendations will help organizations achieve operational efficacy, maintain compliance, and adapt to an evolving technology and trade environment.

Transparent overview of the mixed-methods research approach combining primary interviews, vendor-neutral technical validation, and scenario-based synthesis to ensure practical relevance

The research underpinning this summary employed a mixed-methods approach to ensure balanced perspective and practical relevance. Primary research included structured interviews with technology leaders, systems integrators, procurement officers, and compliance specialists to capture operational pain points, procurement drivers, and deployment priorities. These interviews complemented technical briefings with algorithm developers and hardware engineers to ground conclusions in current capability constraints and innovation trajectories. The combination of stakeholder perspectives provided qualitative depth and surfaced implementation-level considerations that often go unreported in higher-level analyses.

Secondary research involved a systematic review of public regulatory guidance, standards documentation, vendor technical specifications, and peer-reviewed literature on perception algorithms and privacy-preserving techniques. Emphasis was placed on cross-validating technological claims through vendor-neutral benchmarks and reproducible performance assessments. Wherever possible, technological assertions were verified against demonstrable deployments, field reports, and integration case studies to ensure that prescriptive guidance reflects real-world behavior rather than theoretical performance ceilings.

Finally, the methodology used triangulation to reconcile divergent views and identify robust patterns. This process involved iterative synthesis across sources, sensitivity checks around supply chain and policy variables, and scenario analysis to highlight contingencies that materially affect architecture and procurement decisions. The resulting insights prioritize implementable recommendations and operationally relevant observations intended to support informed decision-making by technical and executive stakeholders.

Concise synthesis of strategic conclusions highlighting the balance between technological opportunity, regulatory constraints, and the need for resilient, ethical deployment strategies

In conclusion, computer vision is redefining surveillance by enabling proactive, intelligent monitoring that extends beyond mere observation to actionable situational awareness. The combination of enhanced sensors, efficient edge compute, and increasingly capable analytics fuels new applications while raising important governance and procurement challenges. Leaders who align architecture, procurement, and governance will capture durable operational value while minimizing legal, ethical, and logistical risk.

Moreover, the cumulative effects of trade measures and regional regulatory variability underscore the need for resilient supply chains and adaptable deployment strategies. Organizations that emphasize modularity, interoperability, and robust governance will more effectively navigate the interplay between technological opportunity and policy constraint. As a result, surveillance programs can scale responsibly, improve safety outcomes, and integrate into broader enterprise risk management frameworks.

Looking ahead, success will depend on a pragmatic balance between innovation and responsibility: embracing machine perception to enhance decision-making while implementing transparent controls that safeguard privacy and civil liberties. By doing so, stakeholders can realize the potential of intelligent surveillance to protect assets, streamline operations, and support societal safety objectives without compromising trust or compliance.

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Deployment of edge AI-enabled cameras for real-time object detection and anomaly alerts in smart cities
• 5.2. Adoption of federated learning for privacy-preserving surveillance analytics across distributed camera networks
• 5.3. Integration of thermal imaging with computer vision to enhance target identification in low-light or extreme weather conditions
• 5.4. Use of deep learning-based behavioral analysis to predict suspicious activities in retail and transportation hubs
• 5.5. Implementation of video summarization technologies to accelerate forensic investigations and reduce review times
• 5.6. Development of cloud-native computer vision platforms for scalable multi-tenant security monitoring solutions
• 5.7. Leveraging synthetic data generation to improve model accuracy and reduce bias in facial recognition systems
• 5.8. Application of 3D computer vision and depth sensing for advanced perimeter security and intrusion detection

6. Cumulative Impact of United States Tariffs 2025

7. Cumulative Impact of Artificial Intelligence 2025

8. Computer Vision in Surveillance Market, by Component

• 8.1. Hardware
  • 8.1.1. Analog Camera
  • 8.1.2. IP Camera
• 8.2. Services
• 8.3. Software
  • 8.3.1. Perpetual
  • 8.3.2. Subscription

9. Computer Vision in Surveillance Market, by Technology

• 9.1. Behavior Analysis
  • 9.1.1. Abnormal Behavior
  • 9.1.2. Motion Pattern
• 9.2. Face Recognition
  • 9.2.1. 2D Face Recognition
  • 9.2.2. 3D Face Recognition
• 9.3. Object Detection
  • 9.3.1. Post Processing Detection
  • 9.3.2. Real Time Detection
• 9.4. Video Analytics
  • 9.4.1. Deep Learning Analytics
  • 9.4.2. Rule Based Analytics

10. Computer Vision in Surveillance Market, by Application

• 10.1. Crowd Analytics
• 10.2. Perimeter Security
• 10.3. Retail Analytics
• 10.4. Traffic Monitoring

11. Computer Vision in Surveillance Market, by End User

• 11.1. Banking And Finance
• 11.2. Government
• 11.3. Healthcare
• 11.4. Retail
• 11.5. Transportation

12. Computer Vision in Surveillance Market, by Deployment Mode

• 12.1. Cloud
• 12.2. On Premise

13. Computer Vision in Surveillance Market, by Region

• 13.1. Americas
  • 13.1.1. North America
  • 13.1.2. Latin America
• 13.2. Europe, Middle East & Africa
  • 13.2.1. Europe
  • 13.2.2. Middle East
  • 13.2.3. Africa
• 13.3. Asia-Pacific

14. Computer Vision in Surveillance Market, by Group

• 14.1. ASEAN
• 14.2. GCC
• 14.3. European Union
• 14.4. BRICS
• 14.5. G7
• 14.6. NATO

15. Computer Vision in Surveillance Market, by Country

• 15.1. United States
• 15.2. Canada
• 15.3. Mexico
• 15.4. Brazil
• 15.5. United Kingdom
• 15.6. Germany
• 15.7. France
• 15.8. Russia
• 15.9. Italy
• 15.10. Spain
• 15.11. China
• 15.12. India
• 15.13. Japan
• 15.14. Australia
• 15.15. South Korea

16. Competitive Landscape

• 16.1. Market Share Analysis, 2024
• 16.2. FPNV Positioning Matrix, 2024
• 16.3. Competitive Analysis
  • 16.3.1. Hangzhou Hikvision Digital Technology Co., Ltd.
  • 16.3.2. Zhejiang Dahua Technology Co., Ltd.
  • 16.3.3. Axis Communications AB
  • 16.3.4. Robert Bosch GmbH
  • 16.3.5. Hanwha Vision Co., Ltd.
  • 16.3.6. Motorola Solutions, Inc.
  • 16.3.7. Teledyne Technologies Incorporated
  • 16.3.8. Vivotek Inc.
  • 16.3.9. Uniview Technologies Co., Ltd.
  • 16.3.10. Panasonic Corporation

LIST OF FIGURES

• FIGURE 1. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, 2018-2032 (USD MILLION)
• FIGURE 2. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2024 VS 2032 (%)
• FIGURE 3. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 4. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2032 (%)
• FIGURE 5. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 6. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2024 VS 2032 (%)
• FIGURE 7. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 8. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2024 VS 2032 (%)
• FIGURE 9. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 10. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2032 (%)
• FIGURE 11. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 12. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 13. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 14. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 15. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 16. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBREGION, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 17. EUROPE COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 18. MIDDLE EAST COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 19. AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 21. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY GROUP, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 22. ASEAN COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 23. GCC COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 24. EUROPEAN UNION COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 25. BRICS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 26. G7 COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 27. NATO COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 28. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2032 (USD MILLION)
• FIGURE 29. COMPUTER VISION IN SURVEILLANCE MARKET SHARE, BY KEY PLAYER, 2024
• FIGURE 30. COMPUTER VISION IN SURVEILLANCE MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

• TABLE 1. COMPUTER VISION IN SURVEILLANCE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
• TABLE 3. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, 2018-2024 (USD MILLION)
• TABLE 4. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, 2025-2032 (USD MILLION)
• TABLE 5. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 6. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
• TABLE 7. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 8. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
• TABLE 9. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 10. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 11. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 12. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 13. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 14. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 15. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ANALOG CAMERA, BY REGION, 2018-2024 (USD MILLION)
• TABLE 16. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ANALOG CAMERA, BY REGION, 2025-2032 (USD MILLION)
• TABLE 17. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ANALOG CAMERA, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 18. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ANALOG CAMERA, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 19. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ANALOG CAMERA, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 20. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ANALOG CAMERA, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 21. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY IP CAMERA, BY REGION, 2018-2024 (USD MILLION)
• TABLE 22. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY IP CAMERA, BY REGION, 2025-2032 (USD MILLION)
• TABLE 23. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY IP CAMERA, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 24. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY IP CAMERA, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 25. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY IP CAMERA, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 26. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY IP CAMERA, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 27. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 28. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SERVICES, BY REGION, 2025-2032 (USD MILLION)
• TABLE 29. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SERVICES, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 30. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SERVICES, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 31. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 32. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SERVICES, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 33. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 34. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
• TABLE 35. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 36. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 37. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 38. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 39. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 40. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 41. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERPETUAL, BY REGION, 2018-2024 (USD MILLION)
• TABLE 42. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERPETUAL, BY REGION, 2025-2032 (USD MILLION)
• TABLE 43. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERPETUAL, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 44. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERPETUAL, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 45. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERPETUAL, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 46. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERPETUAL, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 47. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBSCRIPTION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 48. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBSCRIPTION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 49. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBSCRIPTION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 50. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBSCRIPTION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 51. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBSCRIPTION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 52. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBSCRIPTION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 53. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 54. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
• TABLE 55. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2018-2024 (USD MILLION)
• TABLE 56. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2025-2032 (USD MILLION)
• TABLE 57. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 58. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 59. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 60. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 61. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 62. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 63. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ABNORMAL BEHAVIOR, BY REGION, 2018-2024 (USD MILLION)
• TABLE 64. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ABNORMAL BEHAVIOR, BY REGION, 2025-2032 (USD MILLION)
• TABLE 65. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ABNORMAL BEHAVIOR, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 66. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ABNORMAL BEHAVIOR, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 67. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ABNORMAL BEHAVIOR, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 68. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ABNORMAL BEHAVIOR, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 69. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY MOTION PATTERN, BY REGION, 2018-2024 (USD MILLION)
• TABLE 70. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY MOTION PATTERN, BY REGION, 2025-2032 (USD MILLION)
• TABLE 71. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY MOTION PATTERN, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 72. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY MOTION PATTERN, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 73. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY MOTION PATTERN, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 74. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY MOTION PATTERN, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 75. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2018-2024 (USD MILLION)
• TABLE 76. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2025-2032 (USD MILLION)
• TABLE 77. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 78. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 79. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 80. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 81. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 82. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 83. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 2D FACE RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 84. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 2D FACE RECOGNITION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 85. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 2D FACE RECOGNITION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 86. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 2D FACE RECOGNITION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 87. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 2D FACE RECOGNITION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 88. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 2D FACE RECOGNITION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 89. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 3D FACE RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 90. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 3D FACE RECOGNITION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 91. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 3D FACE RECOGNITION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 92. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 3D FACE RECOGNITION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 93. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 3D FACE RECOGNITION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 94. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY 3D FACE RECOGNITION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 95. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2018-2024 (USD MILLION)
• TABLE 96. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2025-2032 (USD MILLION)
• TABLE 97. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 98. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 99. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 100. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 101. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 102. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 103. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY POST PROCESSING DETECTION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 104. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY POST PROCESSING DETECTION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 105. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY POST PROCESSING DETECTION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 106. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY POST PROCESSING DETECTION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 107. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY POST PROCESSING DETECTION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 108. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY POST PROCESSING DETECTION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 109. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REAL TIME DETECTION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 110. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REAL TIME DETECTION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 111. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REAL TIME DETECTION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 112. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REAL TIME DETECTION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 113. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REAL TIME DETECTION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 114. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REAL TIME DETECTION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 115. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2018-2024 (USD MILLION)
• TABLE 116. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2025-2032 (USD MILLION)
• TABLE 117. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 118. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 119. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 120. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 121. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 122. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 123. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEEP LEARNING ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 124. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEEP LEARNING ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 125. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEEP LEARNING ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 126. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEEP LEARNING ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 127. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEEP LEARNING ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 128. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEEP LEARNING ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 129. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RULE BASED ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 130. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RULE BASED ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 131. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RULE BASED ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 132. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RULE BASED ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 133. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RULE BASED ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 134. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RULE BASED ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 135. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 136. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
• TABLE 137. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CROWD ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 138. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CROWD ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 139. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CROWD ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 140. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CROWD ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 141. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CROWD ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 142. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CROWD ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 143. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERIMETER SECURITY, BY REGION, 2018-2024 (USD MILLION)
• TABLE 144. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERIMETER SECURITY, BY REGION, 2025-2032 (USD MILLION)
• TABLE 145. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERIMETER SECURITY, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 146. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERIMETER SECURITY, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 147. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERIMETER SECURITY, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 148. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY PERIMETER SECURITY, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 149. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 150. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL ANALYTICS, BY REGION, 2025-2032 (USD MILLION)
• TABLE 151. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL ANALYTICS, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 152. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL ANALYTICS, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 153. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL ANALYTICS, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 154. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL ANALYTICS, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 155. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRAFFIC MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 156. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRAFFIC MONITORING, BY REGION, 2025-2032 (USD MILLION)
• TABLE 157. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRAFFIC MONITORING, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 158. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRAFFIC MONITORING, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 159. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRAFFIC MONITORING, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 160. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRAFFIC MONITORING, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 161. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 162. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
• TABLE 163. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BANKING AND FINANCE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 164. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BANKING AND FINANCE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 165. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BANKING AND FINANCE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 166. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BANKING AND FINANCE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 167. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BANKING AND FINANCE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 168. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BANKING AND FINANCE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 169. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 170. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY GOVERNMENT, BY REGION, 2025-2032 (USD MILLION)
• TABLE 171. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY GOVERNMENT, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 172. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY GOVERNMENT, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 173. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY GOVERNMENT, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 174. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY GOVERNMENT, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 175. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 176. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 177. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HEALTHCARE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 178. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HEALTHCARE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 179. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 180. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HEALTHCARE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 181. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL, BY REGION, 2018-2024 (USD MILLION)
• TABLE 182. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL, BY REGION, 2025-2032 (USD MILLION)
• TABLE 183. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 184. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 185. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 186. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY RETAIL, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 187. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRANSPORTATION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 188. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRANSPORTATION, BY REGION, 2025-2032 (USD MILLION)
• TABLE 189. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRANSPORTATION, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 190. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRANSPORTATION, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 191. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRANSPORTATION, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 192. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TRANSPORTATION, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 193. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 194. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
• TABLE 195. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
• TABLE 196. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CLOUD, BY REGION, 2025-2032 (USD MILLION)
• TABLE 197. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CLOUD, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 198. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CLOUD, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 199. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 200. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY CLOUD, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 201. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ON PREMISE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 202. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ON PREMISE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 203. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ON PREMISE, BY GROUP, 2018-2024 (USD MILLION)
• TABLE 204. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ON PREMISE, BY GROUP, 2025-2032 (USD MILLION)
• TABLE 205. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 206. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY ON PREMISE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 207. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 208. GLOBAL COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY REGION, 2025-2032 (USD MILLION)
• TABLE 209. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
• TABLE 210. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
• TABLE 211. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 212. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
• TABLE 213. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 214. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
• TABLE 215. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 216. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
• TABLE 217. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 218. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
• TABLE 219. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2018-2024 (USD MILLION)
• TABLE 220. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2025-2032 (USD MILLION)
• TABLE 221. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2018-2024 (USD MILLION)
• TABLE 222. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2025-2032 (USD MILLION)
• TABLE 223. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2018-2024 (USD MILLION)
• TABLE 224. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2025-2032 (USD MILLION)
• TABLE 225. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2018-2024 (USD MILLION)
• TABLE 226. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2025-2032 (USD MILLION)
• TABLE 227. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 228. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
• TABLE 229. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 230. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
• TABLE 231. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 232. AMERICAS COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
• TABLE 233. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 234. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 235. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 236. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
• TABLE 237. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 238. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
• TABLE 239. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 240. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
• TABLE 241. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 242. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
• TABLE 243. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2018-2024 (USD MILLION)
• TABLE 244. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2025-2032 (USD MILLION)
• TABLE 245. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2018-2024 (USD MILLION)
• TABLE 246. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2025-2032 (USD MILLION)
• TABLE 247. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2018-2024 (USD MILLION)
• TABLE 248. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2025-2032 (USD MILLION)
• TABLE 249. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2018-2024 (USD MILLION)
• TABLE 250. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2025-2032 (USD MILLION)
• TABLE 251. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 252. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
• TABLE 253. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 254. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
• TABLE 255. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 256. NORTH AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
• TABLE 257. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 258. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COUNTRY, 2025-2032 (USD MILLION)
• TABLE 259. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 260. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
• TABLE 261. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 262. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
• TABLE 263. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 264. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
• TABLE 265. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 266. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2025-2032 (USD MILLION)
• TABLE 267. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2018-2024 (USD MILLION)
• TABLE 268. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY BEHAVIOR ANALYSIS, 2025-2032 (USD MILLION)
• TABLE 269. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2018-2024 (USD MILLION)
• TABLE 270. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY FACE RECOGNITION, 2025-2032 (USD MILLION)
• TABLE 271. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2018-2024 (USD MILLION)
• TABLE 272. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY OBJECT DETECTION, 2025-2032 (USD MILLION)
• TABLE 273. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2018-2024 (USD MILLION)
• TABLE 274. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY VIDEO ANALYTICS, 2025-2032 (USD MILLION)
• TABLE 275. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 276. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY APPLICATION, 2025-2032 (USD MILLION)
• TABLE 277. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 278. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY END USER, 2025-2032 (USD MILLION)
• TABLE 279. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 280. LATIN AMERICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2032 (USD MILLION)
• TABLE 281. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBREGION, 2018-2024 (USD MILLION)
• TABLE 282. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SUBREGION, 2025-2032 (USD MILLION)
• TABLE 283. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 284. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY COMPONENT, 2025-2032 (USD MILLION)
• TABLE 285. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 286. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY HARDWARE, 2025-2032 (USD MILLION)
• TABLE 287. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 288. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY SOFTWARE, 2025-2032 (USD MILLION)
• TABLE 289. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN SURVEILLANCE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 290. EUROPE,