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市场调查报告书
商品编码
1559703

全球情绪侦测与识别市场

Emotion Detection and Recognition
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 194 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，全球情绪侦测和识别市场预计将达到 1,280 亿美元

全球情绪侦测与辨识市场预计 2023 年为 379 亿美元，预计到 2030 年将达到 1,280 亿美元，2023 年至 2030 年复合年增长率为 19.0%。特征提取和 3D 建模技术是本报告分析的细分市场之一，预计复合年增长率为 22.2%，到分析期结束时将达到 520 亿美元。分析期间内，自然语言处理技术领域的复合年增长率预计为 17.8%。

美国市场预计101亿美元，中国预计复合年增长率17.4%

预计 2023 年美国情绪侦测与辨识市场规模将达到 101 亿美元。中国作为世界第二大经济体，预计2030年市场规模将达到187亿美元，2023-2030年分析期间复合年增长率为17.4%。其他值得注意的区域市场包括日本和加拿大，在分析期间预计复合年增长率分别为 17.7% 和 15.8%。在欧洲，德国的复合年增长率预计约为 13.1%。

全球情绪检测和识别市场—主要趋势和驱动因素总结

情绪检测和识别如何彻底改变人机互动和消费者洞察？

情绪检测和识别（EDR）正在彻底改变人机互动和消费者洞察，使系统能够理解和响应人类情绪，创造更个性化、具有同理心的实现高水平、有效的互动。 EDR技术利用先进的演算法、人工智慧（AI）和机器学习来分析脸部表情、语调、肢体语言和生理讯号，以即时识别人的情绪状态。这种功能允许公司根据个人的情绪反应量身定制体验，从而正在改变行销、客户服务、医疗保健和娱乐等行业。例如，在行销中，EDR 可以衡量消费者对广告和产品的反​​应，提供对偏好和行为的深入洞察。在医疗保健领域，它可用于监测患者的情绪健康并及早发现心理健康问题。识别情绪并做出反应的能力不仅可以改善使用者体验，还可以提供更好的结果。 EDR 已成为数位时代的重要工具，在数位时代，理解人类情感是参与和满意度的关键。

哪些创新正在增强情绪侦测和辨识？

情绪检测和识别领域的创新正在透过人工智慧、多模态资料整合和即时分析的进步增强其能力。最重要的发展之一是 EDR 系统中人工智慧和机器学习模型的改进，使它们能够更准确地检测不同人群中微妙的情绪线索。这些模型在大量资料集集上进行训练，其中包括各种面部表情、言语模式和生理反应，使它们能够更准确地识别情绪。另一个关键创新是多模态资料来源的集成，结合视觉、听觉和生理讯号，对情绪状态进行更全面、更可靠的评估。例如，透过结合脸部辨识、语音分析和心率监测，我们可以更细緻地了解一个人是否有压力、快乐或焦虑。即时分析也是一项关键进步，使 EDR 系统能够立即处理和回应情绪资料，这对于客户服务聊天机器人和互动式游戏环境等应用至关重要。这些创新使 EDR 技术更加强大和通用，使其能够在各种使用案例中提供即时、可操作的见解。

情绪侦测和识别如何影响客户经验和商务策略？

情绪检测和识别可以提供对消费者行为的更深入的洞察并实现更个性化和同理心的互动，从而对客户经验和商务策略产生深远的影响。在客户服务中，EDR 透过分析互动过程中的语气和脸部表情来即时衡量客户满意度，从而使服务负责人能够调整其方法以更好地满足客户需求。这可以提高客户满意度、忠诚度并提高整体服务品质。在行销中，了解消费者对广告、产品和品牌讯息的情感反应使公司能够创建更有效的宣传活动，在更深层次上与受众产生共鸣。这种情感连结可以提高参与度，提高转换率，并最终提高品牌忠诚度。此外，在零售环境中，EDR 可用于个人化购物体验，店内摄影机和感应器可侦测顾客情绪，并根据这些情绪做出产品推荐和促销。除了客户体验之外，EDR 还可以透过提供资料主导的洞察来了解消费者对产品、服务和品牌倡议的感受，从而使商务策略受益。透过将情绪检测纳入业务中，企业可以製定更人性化的策略，与消费者情绪保持一致，从而在短期和长期内取得更好的结果。

推动情绪检测和识别市场成长的趋势是什么？

多种趋势正在推动情绪检测和识别市场的成长，包括对个人化体验的需求不断增加、人工智慧和机器学习的进步以及对心理健康和福祉的日益关注。随着越来越多的消费者寻求与品牌的个人化和回应式互动，EDR 技术对于提供在情感层面产生共鸣的体验变得至关重要。人工智慧和机器学习的兴起也是一个关键驱动因素，这些技术可以实现更准确和可扩展的情绪检测，使其可用于更广泛的行业和应用。将 EDR 与虚拟实境和扩增实境等其他新兴技术整合将扩大使用案例，特别是在游戏、娱乐和远端通讯领域，了解使用者情绪可以增加沉浸感和参与度。此外，对心理健康和福祉的日益关注正在推动 EDR 在医疗保健领域的采用，其中 EDR 用于监测和支持患者的情绪状态，有助于改善健康结果。 EDR 在远距工作和教育环境中的使用越来越多，及其帮助衡量参与度和情绪健康的能力，也正在推动市场成长。这些趋势凸显了情绪检测和识别技术在塑造各行业的人机互动、客户参与和个人化体验的未来方面发挥着越来越大的作用。

受访企业范例（共42例）

  • Affectiva
  • Appledore, Inc.
  • Brontobyte Analytics
  • DeepAffects
  • Electronics and Telecommunications Research Institute（ETRI）
  • Entropik Technologies Pvt. Ltd.
  • NaturSoftware
  • Nviso SA
  • Opsis Pte. Ltd.
  • Realeyes

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他领域

第四章 比赛

简介目录
Product Code: MCP11780

Global Emotion Detection and Recognition Market to Reach US$128.0 Billion by 2030

The global market for Emotion Detection and Recognition estimated at US$37.9 Billion in the year 2023, is expected to reach US$128.0 Billion by 2030, growing at a CAGR of 19.0% over the analysis period 2023-2030. Feature Extraction & 3-D Modelling Technology, one of the segments analyzed in the report, is expected to record a 22.2% CAGR and reach US$52.0 Billion by the end of the analysis period. Growth in the Natural Language Processing Technology segment is estimated at 17.8% CAGR over the analysis period.

The U.S. Market is Estimated at US$10.1 Billion While China is Forecast to Grow at 17.4% CAGR

The Emotion Detection and Recognition market in the U.S. is estimated at US$10.1 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$18.7 Billion by the year 2030 trailing a CAGR of 17.4% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 17.7% and 15.8% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 13.1% CAGR.

Global Emotion Detection and Recognition Market - Key Trends and Drivers Summarized

How Is Emotion Detection and Recognition Revolutionizing Human-Computer Interaction and Consumer Insights?

Emotion Detection and Recognition (EDR) is revolutionizing human-computer interaction and consumer insights by enabling systems to understand and respond to human emotions, creating more personalized, empathetic, and effective interactions. EDR technology uses advanced algorithms, artificial intelligence (AI), and machine learning to analyze facial expressions, voice tones, body language, and physiological signals to identify a person’s emotional state in real-time. This capability is transforming industries such as marketing, customer service, healthcare, and entertainment by allowing companies to tailor experiences based on individual emotional responses. In marketing, for example, EDR can measure consumer reactions to advertisements or products, providing deeper insights into preferences and behaviors. In healthcare, it can be used to monitor patients’ emotional well-being, offering early detection of mental health issues. The ability to recognize and respond to emotions not only enhances user experiences but also drives better outcomes, making EDR a critical tool in the digital age where understanding human emotions is key to engagement and satisfaction.

What Innovations Are Enhancing the Functionality of Emotion Detection and Recognition?

Innovations in Emotion Detection and Recognition are enhancing its functionality through advancements in AI, multimodal data integration, and real-time analytics. One of the most significant developments is the improvement in AI and machine learning models that power EDR systems, making them more accurate in detecting subtle emotional cues across diverse populations. These models are trained on vast datasets that include a wide range of facial expressions, voice patterns, and physiological responses, allowing them to recognize emotions with greater precision. Another key innovation is the integration of multimodal data sources, combining visual, auditory, and physiological signals to create a more comprehensive and reliable assessment of emotional states. For instance, combining facial recognition with voice analysis and heart rate monitoring can provide a more nuanced understanding of whether a person is stressed, happy, or anxious. Real-time analytics is also a crucial advancement, enabling EDR systems to process and respond to emotional data instantaneously, which is vital in applications such as customer service chatbots or interactive gaming environments. These innovations are making EDR technology more robust, versatile, and capable of delivering real-time, actionable insights across a variety of use cases.

How Does Emotion Detection and Recognition Impact Customer Experience and Business Strategy?

Emotion Detection and Recognition has a profound impact on customer experience and business strategy by providing deeper insights into consumer behavior and enabling more personalized and empathetic interactions. In customer service, EDR allows companies to gauge customer satisfaction in real-time by analyzing voice tone and facial expressions during interactions, enabling service representatives to adjust their approach to better meet the needs of the customer. This can lead to higher customer satisfaction, increased loyalty, and improved overall service quality. In marketing, understanding the emotional responses of consumers to advertisements, products, or brand messages enables companies to craft more effective campaigns that resonate with their audience on a deeper level. This emotional connection can drive engagement, increase conversion rates, and ultimately enhance brand loyalty. Moreover, in retail environments, EDR can be used to personalize shopping experiences, where in-store cameras and sensors detect customer emotions, triggering tailored product recommendations or promotions. Beyond customer experience, EDR also informs business strategy by providing data-driven insights into how consumers feel about products, services, or brand initiatives, allowing companies to make more informed decisions. By integrating emotion detection into their operations, businesses can create more human-centered strategies that align with consumer emotions, driving better outcomes in both the short and long term.

What Trends Are Driving Growth in the Emotion Detection and Recognition Market?

Several trends are driving growth in the Emotion Detection and Recognition market, including the increasing demand for personalized experiences, advancements in AI and machine learning, and the growing focus on mental health and well-being. As consumers increasingly expect personalized and responsive interactions with brands, EDR technology is becoming essential for delivering experiences that resonate on an emotional level. The rise of AI and machine learning is also a significant driver, as these technologies enable more accurate and scalable emotion detection, making it accessible to a wider range of industries and applications. The integration of EDR with other emerging technologies, such as virtual and augmented reality, is expanding its use cases, particularly in gaming, entertainment, and remote communication, where understanding user emotions can enhance immersion and engagement. Additionally, the growing focus on mental health and well-being is propelling the adoption of EDR in healthcare, where it is used to monitor and support patients’ emotional states, contributing to better health outcomes. The increasing use of EDR in remote work and education environments, where it helps gauge engagement and emotional well-being, is also driving market growth. These trends highlight the expanding role of Emotion Detection and Recognition technology in shaping the future of human-computer interaction, customer engagement, and personalized experiences across various sectors.

Select Competitors (Total 42 Featured) -

  • Affectiva
  • Appledore, Inc.
  • Brontobyte Analytics
  • DeepAffects
  • Electronics and Telecommunications Research Institute (ETRI)
  • Entropik Technologies Pvt. Ltd.
  • NaturSoftware
  • Nviso SA
  • Opsis Pte. Ltd.
  • Realeyes

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Emotion Detection and Recognition - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
    • Global Economic Update
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Interest in Enhanced User Experience Drives Emotion Detection Technology
    • Advances in AI and Machine Learning Propel Market Innovations in Emotion Recognition
    • Increasing Application in Marketing and Advertising Spurs Demand for Emotional Analytics
    • Market Trends Toward Humanizing Digital Customer Service
    • Competitive Dynamics in the Development of Emotionally Aware AI Systems
    • Integration of Emotion Recognition in Automotive Safety Systems
    • Global Shift Toward Remote Work and Learning Boosting Need for Emotional Insight Tools
    • Technological Integration in Healthcare for Patient Mental Health Monitoring
    • Rising Importance of Emotional Intelligence in Robotics
    • Market Influence of Virtual Reality on Emotional Engagement
    • Development of Wearable Devices for Personal Mood Assessment
    • Innovations in Biometric Analysis Techniques Enhancing Emotion Detection
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 2: World 7-Year Perspective for Emotion Detection and Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 3: World Recent Past, Current & Future Analysis for Natural Language Processing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 4: World 7-Year Perspective for Natural Language Processing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Machine Learning by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 6: World 7-Year Perspective for Machine Learning by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 7: World Recent Past, Current & Future Analysis for Bio-Sensors by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 8: World 7-Year Perspective for Bio-Sensors by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 9: World Recent Past, Current & Future Analysis for Pattern Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 10: World 7-Year Perspective for Pattern Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Feature Extraction & 3-D Modelling by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 12: World 7-Year Perspective for Feature Extraction & 3-D Modelling by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 13: World Recent Past, Current & Future Analysis for Other Technologies by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 14: World 7-Year Perspective for Other Technologies by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 15: World Recent Past, Current & Future Analysis for Speech & Voice Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 16: World 7-Year Perspective for Speech & Voice Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Facial Expression Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 18: World 7-Year Perspective for Facial Expression Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 19: World Emotion Detection and Recognition Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Gesture & Posture Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: World 7-Year Perspective for Gesture & Posture Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 22: USA Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 23: USA 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 24: USA Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 25: USA 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • CANADA
    • TABLE 26: Canada Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: Canada 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 28: Canada Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Canada 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • JAPAN
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 30: Japan Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: Japan 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 32: Japan Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Japan 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • CHINA
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 34: China Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: China 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 36: China Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: China 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • EUROPE
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 38: Europe Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 39: Europe 7-Year Perspective for Emotion Detection and Recognition by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 40: Europe Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 41: Europe 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 42: Europe Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 43: Europe 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • FRANCE
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 44: France Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 45: France 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 46: France Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 47: France 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • GERMANY
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 48: Germany Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 49: Germany 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 50: Germany Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 51: Germany 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • ITALY
    • TABLE 52: Italy Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 53: Italy 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 54: Italy Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 55: Italy 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • UNITED KINGDOM
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 56: UK Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 57: UK 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 58: UK Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 59: UK 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 60: Rest of Europe Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 61: Rest of Europe 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 62: Rest of Europe Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 63: Rest of Europe 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Emotion Detection and Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 64: Asia-Pacific Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 65: Asia-Pacific 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 66: Asia-Pacific Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 67: Asia-Pacific 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 68: Rest of World Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Technology - Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 69: Rest of World 7-Year Perspective for Emotion Detection and Recognition by Technology - Percentage Breakdown of Value Sales for Feature Extraction & 3-D Modelling, Natural Language Processing, Machine Learning, Bio-Sensors, Pattern Recognition and Other Technologies for the Years 2024 & 2030
    • TABLE 70: Rest of World Recent Past, Current & Future Analysis for Emotion Detection and Recognition by Software Tool - Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 71: Rest of World 7-Year Perspective for Emotion Detection and Recognition by Software Tool - Percentage Breakdown of Value Sales for Facial Expression Recognition, Gesture & Posture Recognition and Speech & Voice Recognition for the Years 2024 & 2030

IV. COMPETITION