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市場調查報告書
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1559703

全球情緒偵測與識別市場

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個工作天內

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簡介目錄

到 2030 年，全球情緒偵測和識別市場預計將達到 1,280 億美元

全球情緒偵測與辨識市場預計 2023 年為 379 億美元，預計到 2030 年將達到 1,280 億美元，2023 年至 2030 年複合年成長率為 19.0%。特徵提取和 3D 建模技術是本報告分析的細分市場之一，預計複合年成長率為 22.2%，到分析期結束時將達到 520 億美元。分析期間內，自然語言處理技術領域的複合年成長率預計為 17.8%。

美國市場預計101億美元，中國預計複合年成長率17.4%

預計 2023 年美國情緒偵測與辨識市場規模將達到 101 億美元。中國作為世界第二大經濟體，預計2030年市場規模將達到187億美元，2023-2030年分析期間複合年成長率為17.4%。其他值得注意的區域市場包括日本和加拿大，在分析期間預計複合年成長率分別為 17.7% 和 15.8%。在歐洲，德國的複合年成長率預計約為 13.1%。

全球情緒檢測和識別市場—主要趨勢和促進因素總結

情緒檢測和識別如何徹底改變人機互動和消費者洞察？

情緒檢測和識別（EDR）正在徹底改變人機互動和消費者洞察，使系統能夠理解和響應人類情緒，創造更個性化、具有同理心的實現高水平、有效的互動。 EDR技術利用先進的演算法、人工智慧（AI）和機器學習來分析臉部表情、語調、肢體語言和生理訊號，以即時識別人的情緒狀態。這種功能允許公司根據個人的情緒反應量身定做體驗，從而正在改變行銷、客戶服務、醫療保健和娛樂等行業。例如，在行銷中，EDR 可以衡量消費者對廣告和產品的反​​應，提供對偏好和行為的深入洞察。在醫療保健領域，它可用於監測患者的情緒健康並及早發現心理健康問題。識別情緒並做出反應的能力不僅可以改善使用者體驗，還可以提供更好的結果。 EDR 已成為數位時代的重要工具，在數位時代，理解人類情感是參與和滿意度的關鍵。

哪些創新正在增強情緒偵測和辨識？

情緒檢測和識別領域的創新正在透過人工智慧、多模態資料整合和即時分析的進步增強其能力。最重要的發展之一是 EDR 系統中人工智慧和機器學習模型的改進，使它們能夠更準確地檢測不同人群中微妙的情緒線索。這些模型在大量資料集集上進行訓練，其中包括各種面部表情、言語模式和生理反應，使它們能夠更準確地識別情緒。另一個關鍵創新是多模態資料來源的整合，結合視覺、聽覺和生理訊號，對情緒狀態進行更全面、更可靠的評估。例如，透過結合臉部辨識、語音分析和心率監測，我們可以更細緻地了解一個人是否有壓力、快樂或焦慮。即時分析也是一項關鍵進步，使 EDR 系統能夠立即處理和回應情緒資料，這對於客戶服務聊天機器人和互動式遊戲環境等應用至關重要。這些創新使 EDR 技術更加強大和通用，使其能夠在各種使用案例中提供即時、可操作的見解。

情緒偵測和識別如何影響客戶經驗和商務策略？

情緒檢測和識別可以提供對消費者行為的更深入的洞察並實現更個性化和同理心的互動，從而對客戶經驗和商務策略產生深遠的影響。在客戶服務中，EDR 透過分析互動過程中的語氣和臉部表情來即時衡量客戶滿意度，從而使服務負責人能夠調整其方法以更好地滿足客戶需求。這可以提高客戶滿意度、忠誠度並提高整體服務品質。在行銷中，了解消費者對廣告、產品和品牌訊息的情感反應使公司能夠創建更有效的宣傳活動，在更深層次上與受眾產生共鳴。這種情感連結可以提高參與度，提高轉換率，並最終提高品牌忠誠度。此外，在零售環境中，EDR 可用於個人化購物體驗，店內攝影機和感應器可偵測顧客情緒，並根據這些情緒做出產品推薦和促銷。除了客戶體驗之外，EDR 還可以透過提供資料主導的洞察來了解消費者對產品、服務和品牌舉措的感受，從而使商務策略受益。透過將情緒檢測納入業務中，企業可以製定更人性化的策略，與消費者情緒保持一致，從而在短期和長期內取得更好的結果。

推動情緒檢測和識別市場成長的趨勢是什麼？

多種趨勢正在推動情緒檢測和識別市場的成長，包括對個人化體驗的需求不斷增加、人工智慧和機器學習的進步以及對心理健康和福祉的日益關注。隨著越來越多的消費者尋求與品牌的個人化和回應式互動，EDR 技術對於提供在情感層面產生共鳴的體驗變得至關重要。人工智慧和機器學習的興起也是一個關鍵促進因素，這些技術可以實現更準確和可擴展的情緒檢測，使其可用於更廣泛的行業和應用。將 EDR 與虛擬實境和擴增實境等其他新興技術整合將擴大使用案例，特別是在遊戲、娛樂和遠端通訊領域，了解使用者情緒可以增加沉浸感和參與度。此外，對心理健康和福祉的日益關注正在推動 EDR 在醫療保健領域的採用，其中 EDR 用於監測和支持患者的情緒狀態，有助於改善健康結果。 EDR 在遠距工作和教育環境中的使用越來越多，及其幫助衡量參與度和情緒健康的能力，也正在推動市場成長。這些趨勢凸顯了情緒檢測和識別技術在塑造各行業的人機互動、客戶參與和個人化體驗的未來方面發揮著越來越大的作用。

受訪企業範例（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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他領域

第4章 比賽

簡介目錄
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