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感情の検出と認識の世界市場

Emotion Detection and Recognition

出版日
ページ情報
英文 194 Pages
納期
即日から翌営業日
適宜更新あり
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価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.06円
感情の検出と認識の世界市場
出版日: 2024年09月24日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 194 Pages
納期: 即日から翌営業日
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概要

感情の検出と認識の世界市場は2030年までに1,280億米ドルに達する見込み

2023年に379億米ドルと推定される感情の検出と認識の世界市場は、2023年から2030年にかけてCAGR 19.0%で成長し、2030年には1,280億米ドルに達すると予測されます。本レポートで分析したセグメントの1つである特徴抽出＆3Dモデリング技術は、CAGR 22.2％を記録し、分析期間終了までに520億米ドルに達すると予測されます。自然言語処理技術分野の成長率は、分析期間のCAGRで17.8％と推定されます。

米国市場は101億米ドルと推定、中国はCAGR17.4%で成長予測

米国の感情の検出と認識市場は2023年に101億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに187億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは17.4%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ17.7%と15.8%と予測されています。欧州では、ドイツがCAGR約13.1%で成長すると予測されています。

世界の感情の検出と認識市場- 主要動向と促進要因のまとめ

感情の検出と認識はどのようにヒューマンコンピュータインタラクションと消費者インサイトに革命を起こしているのか？

感情の検出と認識（EDR）は、システムが人間の感情を理解し反応することを可能にすることで、人間とコンピュータのインタラクションや消費者インサイトに革命をもたらし、よりパーソナライズされた、共感性の高い、効果的なインタラクションを実現します。EDRテクノロジーは、高度なアルゴリズム、人工知能（AI）、機械学習を用いて、表情、声のトーン、ボディランゲージ、生理的信号を分析し、リアルタイムで人の感情状態を特定します。この機能により、企業は個人の感情的反応に基づいて体験を調整できるようになり、マーケティング、カスタマーサービス、ヘルスケア、エンターテインメントなどの業界に変革をもたらしつつあります。例えばマーケティングでは、EDRは広告や製品に対する消費者の反応を測定し、嗜好や行動に対する深い洞察を提供することができます。ヘルスケアでは、患者の感情的な健康状態をモニターし、メンタルヘルスの問題を早期に発見するために使用することができます。感情を認識し、それに反応する能力は、ユーザー体験を向上させるだけでなく、より良い結果をもたらします。人間の感情を理解することがエンゲージメントと満足度の鍵となるデジタル時代において、EDRは重要なツールとなっています。

感情の検出と認識の機能を強化するイノベーションとは？

感情の検出と認識のイノベーションは、AI、マルチモーダルデータ統合、リアルタイムアナリティクスの進化を通じて、その機能を強化しています。最も重要な開発のひとつは、EDRシステムに搭載されているAIと機械学習モデルの改良で、多様な集団における微妙な感情の手がかりをより正確に検出できるようになりました。これらのモデルは、幅広い表情、音声パターン、生理的反応を含む膨大なデータセットで訓練され、より高い精度で感情を認識できるようになっています。もうひとつの重要な技術革新は、マルチモーダルなデータソースの統合であり、視覚、聴覚、生理学的信号を組み合わせることで、感情状態のより包括的で信頼性の高い評価を実現しています。例えば、顔認識と音声分析、心拍数モニターを組み合わせることで、人がストレスを感じているのか、喜んでいるのか、不安なのか、より微妙な理解が可能になります。リアルタイム分析もまた重要な進歩であり、EDRシステムが感情データを瞬時に処理して対応できるようにすることで、顧客サービスのチャットボットやインタラクティブなゲーム環境などのアプリケーションに不可欠なものとなります。このような技術革新により、EDRテクノロジーはより強固で汎用性が高くなり、さまざまな使用事例においてリアルタイムで実用的な洞察を提供できるようになっています。

感情の検出と認識はカスタマーエクスペリエンスとビジネス戦略にどのような影響を与えますか？

感情の検出と認識は、消費者の行動をより深く洞察し、よりパーソナライズされた共感的なインタラクションを可能にすることで、カスタマーエクスペリエンスとビジネス戦略に大きな影響を与えます。カスタマーサービスにおいて、EDRは、対話中の声のトーンや表情を分析することで、顧客満足度をリアルタイムで測定することを可能にし、サービス担当者が顧客のニーズをよりよく満たすためにアプローチを調整することを可能にします。これにより、顧客満足度の向上、ロイヤリティの増加、全体的なサービス品質の向上につながります。マーケティングでは、広告、製品、ブランドメッセージに対する消費者の感情的反応を理解することで、企業はより深いレベルで聴衆と共鳴する、より効果的なキャンペーンを作ることができます。この感情的なつながりは、エンゲージメントを促進し、コンバージョン率を高め、最終的にはブランド・ロイヤルティを高めることができます。さらに、小売環境では、EDRをショッピング体験のパーソナライズに利用することができ、店内のカメラやセンサーが顧客の感情を検出し、その感情に合わせた商品の推奨やプロモーションを行うことができます。顧客体験だけでなく、EDRは、消費者が製品やサービス、ブランド・イニシアチブについてどのように感じているかというデータ主導の洞察を提供することで、ビジネス戦略にも役立ちます。感情検出を業務に組み込むことで、企業は消費者の感情に沿ったより人間中心の戦略を立てることができ、短期的にも長期的にもより良い結果を導くことができます。

感情の検出と認識市場の成長を促進する動向とは？

パーソナライズされた体験に対する需要の高まり、AIと機械学習の進歩、メンタルヘルスとウェルビーイングへの注目の高まりなど、いくつかの動向が感情の検出と認識市場の成長を促進しています。パーソナライズされた、ブランドとの応答性の高いインタラクションを求める消費者が増加する中、EDRテクノロジーは感情レベルに響く体験を提供するために不可欠なものとなっています。AIと機械学習の台頭も重要な推進力であり、これらのテクノロジーはより正確でスケーラブルな感情検出を可能にし、より幅広い業界や用途で利用できるようになっています。EDRを仮想現実や拡張現実などの他の新興技術と統合することで、特にゲーム、エンターテインメント、遠隔コミュニケーションなど、ユーザーの感情を理解することで没入感とエンゲージメントを高めることができる使用事例が拡大しています。さらに、メンタルヘルスとウェルビーイングへの注目の高まりは、ヘルスケアにおけるEDRの採用を後押ししており、EDRは患者の感情状態のモニタリングとサポートに使用され、健康状態の改善に貢献しています。リモートワークや教育環境でのEDRの利用が増加しており、エンゲージメントや感情的な幸福度の測定に役立っていることも、市場成長の原動力となっています。これらの動向は、人間とコンピュータの相互作用、顧客エンゲージメント、さまざまな分野におけるパーソナライズされた体験の未来を形作る上で、感情の検出と認識技術の役割が拡大していることを浮き彫りにしています。

調査対象企業の例（全42件）

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

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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