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1467575

感情検出・認識市場レポート：コンポーネント、技術、用途、エンドユーザー、地域別、2024～2032年

Emotion Detection and Recognition Market Report by Component, Technology, Application, End User, and Region 2024-2032
出版日: | 発行: IMARC | ページ情報: 英文 135 Pages | 納期: 2～3営業日

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価格
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=150.41円
感情検出・認識市場レポート：コンポーネント、技術、用途、エンドユーザー、地域別、2024～2032年
出版日: 2024年04月08日
発行: IMARC
ページ情報: 英文 135 Pages
納期: 2～3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の感情検出・認識市場規模は2023年に479億米ドルに達しました。今後、IMARC Groupは、2024～2032年の間に16.8%の成長率（CAGR）を示し、市場は2032年までに2,022億米ドルに達すると予測しています。

感情検出・認識（EDR）とは、顔認識、音声認識、バイオセンシング、機械学習、パターン認識などの技術的能力を用いて、人間の感情を検出・認識するために利用される手法を指します。EDR技術は、人間の顔の感情を検出するために広く使われている画像処理技術をベースにしています。喜怒哀楽はもちろん、軽蔑や侮蔑のような微表情もスキャンします。これに加えて、感情検出・認識技術は、行動パターンを識別し、身体のジェスチャーや姿勢を分析するために採用されています。その結果、法律や取締り、マーケティングや広告、医療など、数多くの産業で幅広く利用されています。

感情検出・認識市場の動向：

顧客体験の向上に対する需要の高まりと、デジタルインタラクションにおけるヒューマンタッチへの要求の高まりが、主に世界の感情検出・認識市場を牽引しています。これに伴い、微細な表情を記録し、製品やサービスに関する顧客からのフィードバックを評価するために、複数の業種でEDRの利用が拡大していることも、市場の成長を後押ししています。さらに、感情に基づいて分析し、自動応答を生成するために、生理学的と行動データをキャプチャするためのウェアラブルデバイスとEDRの統合が増加していることも、成長を促進する要因として作用しています。これに加えて、群衆の行動を監視し、可能性のある脅威を検出するために、いくつかの政府機関が感情検出と認識ソリューションを広く採用していることも、世界市場を刺激しています。さらに、スマートカーでEDRソフトウェア・システムの利用が拡大しており、リアルタイムで顔分析を行って行動を監視し、必要なときにいつでもドライバーに警告を発するようになっていることも、市場に明るい展望をもたらしています。さらに、成果を向上させるためのディープラーニングやAIアルゴリズムの採用を含む数多くの技術的進歩が、予測期間にわたって世界の感情検出・認識市場を牽引すると予想されます。

本レポートで回答した主要質問

  • 2023年の感情検出・認識の世界市場規模は？
  • 2024～2032年の感情検出・認識の世界市場の予想成長率は？
  • 感情検出・認識の世界市場を牽引する主要因は何か？
  • 感情検出・認識の世界市場に対するCOVID-19の影響は？
  • 感情検出・認識の世界市場におけるコンポーネント別の区分は？
  • 技術別の感情検出・認識の世界市場の内訳は？
  • 感情検出・認識の世界市場における主要地域は？
  • 感情検出・認識の世界市場における主要参入企業は？

目次

第1章 序文

第2章 調査範囲と調査手法

  • 調査目的
  • 利害関係者
  • データソース
    • 一次情報
    • 二次情報
  • 市場推定
    • ボトムアップアプローチ
    • トップダウンアプローチ
  • 調査手法

第3章 エグゼクティブサマリー

第4章 イントロダクション

  • 概要
  • 主要産業動向

第5章 世界の感情検出・認識市場

  • 市場概要
  • 市場実績
  • COVID-19の影響
  • 市場予測

第6章 市場内訳：コンポーネント別

  • ソフトウェアツール
    • 市場動向
    • 主要セグメント
      • 表情認識
      • バイオセンシング・ソフトウェアツールとアプリ
      • 音声認識
    • 市場予測
  • サービス
    • 市場動向
    • 主要セグメント
      • ストレージとメンテナンス
      • コンサルティングと統合
    • 市場予測

第7章 市場内訳：技術別

  • パターン認識ネットワーク
  • 機械学習
  • 自然言語処理
  • バイオセンサー技術
  • 特徴抽出と3Dモデリング
  • その他

第8章 市場内訳：用途別

  • 法執行、監視、モニタリング
  • マーケティング・広告
  • メディアとエンターテイメント
  • その他

第9章 市場内訳：エンドユーザー別

  • 政府
  • 医療
  • 小売
  • エンターテイメント
  • 運輸
  • 防衛・治安機関
  • 教育機関
  • その他

第10章 市場内訳：地域別

  • 北米
    • 米国
    • カナダ
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
    • インドネシア
    • その他
  • 欧州
    • ドイツ
    • フランス
    • 英国
    • イタリア
    • スペイン
    • ロシア
    • その他
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • その他
  • 中東・アフリカ
    • 市場動向
    • 市場内訳：国別
    • 市場予測

第11章 SWOT分析

  • 概要
  • 強み
  • 弱み
  • 機会
  • 脅威

第12章 バリューチェーン分析

第13章 ポーターのファイブフォース分析

  • 概要
  • 買い手の交渉力
  • 供給企業の交渉力
  • 競合の程度
  • 新規参入業者の脅威
  • 代替品の脅威

第14章 価格分析

第15章 競合情勢

  • 市場構造
  • 主要企業
  • 主要企業のプロファイル
    • Affectiva（Smart Eye AB）
    • Cognitec Systems GmbH（SALTO Systems）
    • Emotibot Technologies Limited
    • Eyeris Technologies Inc.
    • International Business Machines Corporation
    • Kairos AR Inc.
    • NEC Corporation（AT&T Corporation）
    • Noldus Information Technology bv
    • NVISO SA
    • Paravision
    • Realeyes
    • Sightcorp BV
    • SkyBiometry
図表

List of Figures

  • Figure 1: Global: Emotion Detection and Recognition Market: Major Drivers and Challenges
  • Figure 2: Global: Emotion Detection and Recognition Market: Sales Value (in Billion US$), 2018-2023
  • Figure 3: Global: Emotion Detection and Recognition Market Forecast: Sales Value (in Billion US$), 2024-2032
  • Figure 4: Global: Emotion Detection and Recognition Market: Breakup by Component (in %), 2023
  • Figure 5: Global: Emotion Detection and Recognition Market: Breakup by Technology (in %), 2023
  • Figure 6: Global: Emotion Detection and Recognition Market: Breakup by Application (in %), 2023
  • Figure 7: Global: Emotion Detection and Recognition Market: Breakup by End User (in %), 2023
  • Figure 8: Global: Emotion Detection and Recognition Market: Breakup by Region (in %), 2023
  • Figure 9: Global: Emotion Detection and Recognition (Software Tools) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 10: Global: Emotion Detection and Recognition (Software Tools) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 11: Global: Emotion Detection and Recognition (Services) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 12: Global: Emotion Detection and Recognition (Services) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 13: Global: Emotion Detection and Recognition (Pattern Recognition Network) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 14: Global: Emotion Detection and Recognition (Pattern Recognition Network) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 15: Global: Emotion Detection and Recognition (Machine Learning) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 16: Global: Emotion Detection and Recognition (Machine Learning) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 17: Global: Emotion Detection and Recognition (Natural Language Processing) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 18: Global: Emotion Detection and Recognition (Natural Language Processing) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 19: Global: Emotion Detection and Recognition (Bio-Sensors Technology) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 20: Global: Emotion Detection and Recognition (Bio-Sensors Technology) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 21: Global: Emotion Detection and Recognition (Feature Extraction and 3D Modelling) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 22: Global: Emotion Detection and Recognition (Feature Extraction and 3D Modelling) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 23: Global: Emotion Detection and Recognition (Other Technologies) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 24: Global: Emotion Detection and Recognition (Other Technologies) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 25: Global: Emotion Detection and Recognition (Law Enforcement, Surveillance and Monitoring) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 26: Global: Emotion Detection and Recognition (Law Enforcement, Surveillance and Monitoring) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 27: Global: Emotion Detection and Recognition (Marketing and Advertising) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 28: Global: Emotion Detection and Recognition (Marketing and Advertising) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 29: Global: Emotion Detection and Recognition (Media and Entertainment) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 30: Global: Emotion Detection and Recognition (Media and Entertainment) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 31: Global: Emotion Detection and Recognition (Other Applications) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 32: Global: Emotion Detection and Recognition (Other Applications) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 33: Global: Emotion Detection and Recognition (Government) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 34: Global: Emotion Detection and Recognition (Government) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 35: Global: Emotion Detection and Recognition (Healthcare) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 36: Global: Emotion Detection and Recognition (Healthcare) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 37: Global: Emotion Detection and Recognition (Retail) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 38: Global: Emotion Detection and Recognition (Retail) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 39: Global: Emotion Detection and Recognition (Entertainment) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 40: Global: Emotion Detection and Recognition (Entertainment) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 41: Global: Emotion Detection and Recognition (Transportation) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 42: Global: Emotion Detection and Recognition (Transportation) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 43: Global: Emotion Detection and Recognition (Defence and Security Agency) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 44: Global: Emotion Detection and Recognition (Defence and Security Agency) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 45: Global: Emotion Detection and Recognition (Education) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 46: Global: Emotion Detection and Recognition (Education) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 47: Global: Emotion Detection and Recognition (Other End Users) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 48: Global: Emotion Detection and Recognition (Other End Users) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 49: North America: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 50: North America: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 51: United States: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 52: United States: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 53: Canada: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 54: Canada: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 55: Asia-Pacific: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 56: Asia-Pacific: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 57: China: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 58: China: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 59: Japan: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 60: Japan: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 61: India: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 62: India: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 63: South Korea: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 64: South Korea: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 65: Australia: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 66: Australia: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 67: Indonesia: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 68: Indonesia: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 69: Others: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 70: Others: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 71: Europe: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 72: Europe: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 73: Germany: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 74: Germany: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 75: France: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 76: France: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 77: United Kingdom: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 78: United Kingdom: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 79: Italy: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 80: Italy: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 81: Spain: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 82: Spain: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 83: Russia: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 84: Russia: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 85: Others: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 86: Others: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 87: Latin America: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 88: Latin America: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 89: Brazil: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 90: Brazil: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 91: Mexico: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 92: Mexico: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 93: Others: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 94: Others: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 95: Middle East and Africa: Emotion Detection and Recognition Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 96: Middle East and Africa: Emotion Detection and Recognition Market: Breakup by Country (in %), 2023
  • Figure 97: Middle East and Africa: Emotion Detection and Recognition Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 98: Global: Emotion Detection and Recognition Industry: SWOT Analysis
  • Figure 99: Global: Emotion Detection and Recognition Industry: Value Chain Analysis
  • Figure 100: Global: Emotion Detection and Recognition Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Emotion Detection and Recognition Market: Key Industry Highlights, 2023 and 2032
  • Table 2: Global: Emotion Detection and Recognition Market Forecast: Breakup by Component (in Million US$), 2024-2032
  • Table 3: Global: Emotion Detection and Recognition Market Forecast: Breakup by Technology (in Million US$), 2024-2032
  • Table 4: Global: Emotion Detection and Recognition Market Forecast: Breakup by Application (in Million US$), 2024-2032
  • Table 5: Global: Emotion Detection and Recognition Market Forecast: Breakup by End User (in Million US$), 2024-2032
  • Table 6: Global: Emotion Detection and Recognition Market Forecast: Breakup by Region (in Million US$), 2024-2032
  • Table 7: Global: Emotion Detection and Recognition Market: Competitive Structure
  • Table 8: Global: Emotion Detection and Recognition Market: Key Players
目次
Product Code: SR112024A6194

The global emotion detection and recognition market size reached US$ 47.9 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 202.2 Billion by 2032, exhibiting a growth rate (CAGR) of 16.8% during 2024-2032.

Emotion detection and recognition (EDR) refers to a method utilized for detecting and recognizing human emotions using technological capabilities, including facial recognition, speech and voice recognition, biosensing, machine learning, pattern recognition, etc. The EDR technology is based on image processing technologies that are widely used to detect the emotions of a human face. Aside from happiness, sorrow, and rage, it also scans for microexpressions like disdain and contempt. Besides this, the emotion detection and recognition technology is employed to identify behavioral patterns and analyze the gestures and postures of the body. As a result, it is extensively used across numerous industries, such as law and enforcement, marketing and advertising, medical care, etc.

Emotion Detection and Recognition Market Trends:

The escalating demand for enhanced client experiences and the increasing requirement for a human touch in digital interactions are primarily driving the global emotion detection and recognition market. In line with this, the inflating utilization of EDR across several verticals to record microexpressions and assess customer feedback about products and services is also propelling the market growth. Furthermore, the rising integration of EDR with wearable devices to capture physiological and behavioral data in order to analyze and generate automated responses based on emotion is acting as another growth-inducing factor. Besides this, the widespread adoption of emotion detection and recognition solutions by several government agencies to monitor crowd behavior and detect possible threats is also stimulating the global market. Moreover, the escalating usage of EDR software systems in smart cars to provide real-time facial analysis for monitoring behavior and alerting the driver whenever required, is further creating a positive outlook for the market. Additionally, numerous technological advancements, including the adoption of deep learning and AI algorithms to improve outcomes, are expected to drive the global emotion detection and recognition market over the forecasted period.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global emotion detection and recognition market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on component, technology, application and end user.

Breakup by Component:

Software Tools

Facial Expression Recognition

Bio-Sensing Software Tools and Apps

Speech and Voice Recognition

Services

Storage and Maintenance

Consulting and Integration

Breakup by Technology:

Pattern Recognition Network

Machine Learning

Natural Language Processing

Bio-Sensors Technology

Feature Extraction and 3D Modelling

Others

Breakup by Application:

Law Enforcement, Surveillance and Monitoring

Marketing and Advertising

Media and Entertainment

Others

Breakup by End User:

Government

Healthcare

Retail

Entertainment

Transportation

Defence and Security Agency

Education

Others

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Affectiva (Smart Eye AB), Cognitec Systems GmbH (SALTO Systems), Emotibot Technologies Limited, Eyeris Technologies Inc., International Business Machines Corporation, Kairos AR Inc., NEC Corporation (AT&T Corporation), Noldus Information Technology bv, NVISO SA, Paravision, Realeyes, Sightcorp BV and SkyBiometry.

Key Questions Answered in This Report

  • 1. What was the size of the global emotion detection and recognition market in 2023?
  • 2. What is the expected growth rate of the global emotion detection and recognition market during 2024-2032?
  • 3. What are the key factors driving the global emotion detection and recognition market?
  • 4. What has been the impact of COVID-19 on the global emotion detection and recognition market?
  • 5. What is the breakup of the global emotion detection and recognition market based on the component?
  • 6. What is the breakup of the global emotion detection and recognition market based on the technology?
  • 7. What are the key regions in the global emotion detection and recognition market?
  • 8. Who are the key players/companies in the global emotion detection and recognition market?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Emotion Detection and Recognition Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Component

  • 6.1 Software Tools
    • 6.1.1 Market Trends
    • 6.1.2 Key Segments
      • 6.1.2.1 Facial Expression Recognition
      • 6.1.2.2 Bio-Sensing Software Tools and Apps
      • 6.1.2.3 Speech and Voice Recognition
    • 6.1.3 Market Forecast
  • 6.2 Services
    • 6.2.1 Market Trends
    • 6.2.2 Key Segments
      • 6.2.2.1 Storage and Maintenance
      • 6.2.2.2 Consulting and Integration
    • 6.2.3 Market Forecast

7 Market Breakup by Technology

  • 7.1 Pattern Recognition Network
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Machine Learning
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Natural Language Processing
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast
  • 7.4 Bio-Sensors Technology
    • 7.4.1 Market Trends
    • 7.4.2 Market Forecast
  • 7.5 Feature Extraction and 3D Modelling
    • 7.5.1 Market Trends
    • 7.5.2 Market Forecast
  • 7.6 Others
    • 7.6.1 Market Trends
    • 7.6.2 Market Forecast

8 Market Breakup by Application

  • 8.1 Law Enforcement, Surveillance and Monitoring
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 Marketing and Advertising
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast
  • 8.3 Media and Entertainment
    • 8.3.1 Market Trends
    • 8.3.2 Market Forecast
  • 8.4 Others
    • 8.4.1 Market Trends
    • 8.4.2 Market Forecast

9 Market Breakup by End User

  • 9.1 Government
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Healthcare
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast
  • 9.3 Retail
    • 9.3.1 Market Trends
    • 9.3.2 Market Forecast
  • 9.4 Entertainment
    • 9.4.1 Market Trends
    • 9.4.2 Market Forecast
  • 9.5 Transportation
    • 9.5.1 Market Trends
    • 9.5.2 Market Forecast
  • 9.6 Defence and Security Agency
    • 9.6.1 Market Trends
    • 9.6.2 Market Forecast
  • 9.7 Education
    • 9.7.1 Market Trends
    • 9.7.2 Market Forecast
  • 9.8 Others
    • 9.8.1 Market Trends
    • 9.8.2 Market Forecast

10 Market Breakup by Region

  • 10.1 North America
    • 10.1.1 United States
      • 10.1.1.1 Market Trends
      • 10.1.1.2 Market Forecast
    • 10.1.2 Canada
      • 10.1.2.1 Market Trends
      • 10.1.2.2 Market Forecast
  • 10.2 Asia-Pacific
    • 10.2.1 China
      • 10.2.1.1 Market Trends
      • 10.2.1.2 Market Forecast
    • 10.2.2 Japan
      • 10.2.2.1 Market Trends
      • 10.2.2.2 Market Forecast
    • 10.2.3 India
      • 10.2.3.1 Market Trends
      • 10.2.3.2 Market Forecast
    • 10.2.4 South Korea
      • 10.2.4.1 Market Trends
      • 10.2.4.2 Market Forecast
    • 10.2.5 Australia
      • 10.2.5.1 Market Trends
      • 10.2.5.2 Market Forecast
    • 10.2.6 Indonesia
      • 10.2.6.1 Market Trends
      • 10.2.6.2 Market Forecast
    • 10.2.7 Others
      • 10.2.7.1 Market Trends
      • 10.2.7.2 Market Forecast
  • 10.3 Europe
    • 10.3.1 Germany
      • 10.3.1.1 Market Trends
      • 10.3.1.2 Market Forecast
    • 10.3.2 France
      • 10.3.2.1 Market Trends
      • 10.3.2.2 Market Forecast
    • 10.3.3 United Kingdom
      • 10.3.3.1 Market Trends
      • 10.3.3.2 Market Forecast
    • 10.3.4 Italy
      • 10.3.4.1 Market Trends
      • 10.3.4.2 Market Forecast
    • 10.3.5 Spain
      • 10.3.5.1 Market Trends
      • 10.3.5.2 Market Forecast
    • 10.3.6 Russia
      • 10.3.6.1 Market Trends
      • 10.3.6.2 Market Forecast
    • 10.3.7 Others
      • 10.3.7.1 Market Trends
      • 10.3.7.2 Market Forecast
  • 10.4 Latin America
    • 10.4.1 Brazil
      • 10.4.1.1 Market Trends
      • 10.4.1.2 Market Forecast
    • 10.4.2 Mexico
      • 10.4.2.1 Market Trends
      • 10.4.2.2 Market Forecast
    • 10.4.3 Others
      • 10.4.3.1 Market Trends
      • 10.4.3.2 Market Forecast
  • 10.5 Middle East and Africa
    • 10.5.1 Market Trends
    • 10.5.2 Market Breakup by Country
    • 10.5.3 Market Forecast

11 SWOT Analysis

  • 11.1 Overview
  • 11.2 Strengths
  • 11.3 Weaknesses
  • 11.4 Opportunities
  • 11.5 Threats

12 Value Chain Analysis

13 Porters Five Forces Analysis

  • 13.1 Overview
  • 13.2 Bargaining Power of Buyers
  • 13.3 Bargaining Power of Suppliers
  • 13.4 Degree of Competition
  • 13.5 Threat of New Entrants
  • 13.6 Threat of Substitutes

14 Price Analysis

15 Competitive Landscape

  • 15.1 Market Structure
  • 15.2 Key Players
  • 15.3 Profiles of Key Players
    • 15.3.1 Affectiva (Smart Eye AB)
      • 15.3.1.1 Company Overview
      • 15.3.1.2 Product Portfolio
    • 15.3.2 Cognitec Systems GmbH (SALTO Systems)
      • 15.3.2.1 Company Overview
      • 15.3.2.2 Product Portfolio
    • 15.3.3 Emotibot Technologies Limited
      • 15.3.3.1 Company Overview
      • 15.3.3.2 Product Portfolio
    • 15.3.4 Eyeris Technologies Inc.
      • 15.3.4.1 Company Overview
      • 15.3.4.2 Product Portfolio
    • 15.3.5 International Business Machines Corporation
      • 15.3.5.1 Company Overview
      • 15.3.5.2 Product Portfolio
      • 15.3.5.3 Financials
      • 15.3.5.4 SWOT Analysis
    • 15.3.6 Kairos AR Inc.
      • 15.3.6.1 Company Overview
      • 15.3.6.2 Product Portfolio
    • 15.3.7 NEC Corporation (AT&T Corporation)
      • 15.3.7.1 Company Overview
      • 15.3.7.2 Product Portfolio
      • 15.3.7.3 Financials
      • 15.3.7.4 SWOT Analysis
    • 15.3.8 Noldus Information Technology bv
      • 15.3.8.1 Company Overview
      • 15.3.8.2 Product Portfolio
    • 15.3.9 NVISO SA
      • 15.3.9.1 Company Overview
      • 15.3.9.2 Product Portfolio
    • 15.3.10 Paravision
      • 15.3.10.1 Company Overview
      • 15.3.10.2 Product Portfolio
    • 15.3.11 Realeyes
      • 15.3.11.1 Company Overview
      • 15.3.11.2 Product Portfolio
    • 15.3.12 Sightcorp BV
      • 15.3.12.1 Company Overview
      • 15.3.12.2 Product Portfolio
    • 15.3.13 SkyBiometry
      • 15.3.13.1 Company Overview
      • 15.3.13.2 Product Portfolio