市場調査レポート

商品コード

1376039

画像認識の市場規模、シェア、動向分析レポート：技術別、用途別、コンポーネント別、展開モード別、業界別、地域別、セグメント別予測、2023年～2030年

Image Recognition Market Size, Share & Trends Analysis Report By Technique, By Application, By Component (Hardware, Software), By Deployment Mode, By Vertical, By Region, And Segment Forecasts, 2023 - 2030

出版日: 2023年10月30日 | 発行: Grand View Research

| ページ情報: 英文 150 Pages | 納期: 2～10営業日

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

画像認識市場の成長と動向：

Grand View Research, Inc.の最新レポートによると、世界の画像認識市場規模は2030年までに1,282億8,000万米ドルに達すると予測されています。

同市場は2023年から2030年にかけてCAGR 13.4％で拡大すると予測されています。画像処理と画像認識は、セキュリティや監視、医療画像など数多くの強力なアプリケーションで進化しており、ビジネスの観点から大きな価値を生み出しています。顔認識や物体認識、視覚的位置特定、バーコード読み取り、自動運転支援など、産業オートメーションに関連する図形の識別機能は、この技術の汎用性を実証してきました。AIと組み合わせることで、この技術はゲーム、ソーシャルネットワーキング、eコマースなど、いくつかの垂直分野で価値ある成長機会を生み出し始めています。例えば、ソーシャル・ネットワーキングの世界における2大プラットフォームであるツイッターとフェイスブックは、画像の共有や友人へのタグ付けをユーザーに促すことで、よりつながりのある体験を生み出し、視聴者のエンゲージメントという点でこの技術の恩恵を受けています。

デジタルカメラ、特にスマートフォンに内蔵されたカメラの登場は、画像や動画という形でデジタルコンテンツの量を飛躍的に増加させました。膨大な量の視覚データやデジタルデータが、複数のアプリケーション、ウェブサイト、ソーシャルネットワーク、その他のデジタルチャネルを通じて取り込まれ、共有されています。いくつかの企業は、デジタル画像処理を利用して、このオンラインコンテンツを活用し、顧客により良い、よりスマートなサービスを提供しています。例えば、2019年10月、米国を拠点とする決済プラットフォーム・プロバイダのSnapPay Inc.は、北米地域で顔認識決済技術を開始しました。この技術を決済ソリューションに活用することで、同社は小売店での決済において、顧客に新たなレベルの利便性を提供することを目指しています。

しかし、信頼性の高い技術を構築するには、データのクリーニングとハードウェアの処理能力が2つの大きな課題として残る。また、画像識別のためのソフトウェア開発に関連する時間、複雑さ、コストを考慮すると、多くの企業は、許容可能で正確な結果を生み出すことができるリソースを持っていない可能性があります。そのため、画像処理や認識技術の助けを借りてビジネスを拡大するために、いくつかの企業が戦略的な取り組みを行っています。例えば、2019年7月、世界の航空会社であるスターアライアンスは、搭乗ゲートやチェックインキオスクなど、空港の通過エリア向けの生体データベースの識別プラットフォームを開発するため、日本電気株式会社との提携を発表しました。このAIベースのプラットフォームと生体認証パスポートは、乗客が国境職員に書類を見せることなく出国審査を通過するのに役立ちます。

画像認識市場レポートのハイライト

顔認証分野は2022年に22.1%の最高市場シェアを占めました。政府、銀行、小売など様々な業界でセキュリティ対策強化の需要が高まっていることが、顔認識システムの優位性に大きく寄与しています。
マーケティング・広告分野は、2022年の市場シェア29.9％で市場を独占しました。多くの企業が、マーケティング活動を改善するために、高度な広告、顧客との対話、ブランディングの技術を採用しました。
コンポーネントに基づき、市場はハードウェア、ソフトウェア、サービスに区分されます。サービスセグメントは、2022年に38.5％の最大の収益シェアを占め、予測期間中に14.9％の最速CAGRを獲得する見込みです。
導入形態に基づき、市場はオンプレミスとクラウドに区分されます。クラウドセグメントは2022年の収益シェア70.6％で市場を独占し、予測期間中もその地位を維持すると予測されています。
市場は業種別に、メディア・エンターテインメント、BFSI、自動車・運輸、小売・eコマース、通信・IT、政府、ヘルスケア、その他に区分されます。小売・eコマース部門が市場を独占し、2022年の市場シェアは21.1％でした。
北米が2022年に34.8％の最大市場シェアを占めたが、これは主に米国におけるクラウドベースのストリーミングサービスの急成長によるものです。このセグメントの成長は、デジタルショッピングとeコマースにおける人工知能とモバイルコンピューティングプラットフォームの統合が進んでいることに起因しています。

地域別の見通し
地域別の画像認識市場：重要なポイント
北米
- 市場推計・予測、2017年から2030年まで
- 米国
- カナダ
欧州
- 英国
- ドイツ
- フランス
アジア太平洋地域
- 日本
- 中国
- インド
- オーストラリア
- 韓国
ラテンアメリカ
- ブラジル
- メキシコ
中東・アフリカ
- サウジアラビア
- 南アフリカ
- アラブ首長国連邦

第10章競合情勢

主要市場参入企業による最近の動向と影響分析
市場参入企業の分類
- Blinkfire Analytics, Inc.
- Gumgum, Inc.
- Kairos AR, Inc.
- SparkTrendz
- Cloudsight, Inc.
- Chooch.com
- Google
- Attrasoft, Inc.
- Catchroom
- Hitachi, Ltd.
- Honeywell International Inc.
- LTUTech
- NEC Corporation
- Qualcomm Technologies, Inc.
- Slyce Acquisition Inc.
- Wikitude GmbH

図表

List of Tables

Table 1 List of abbreviation
Table 2 North America image recognition market, by technique, 2017 - 2030 (USD Million)
Table 3 North America image recognition market, by application, 2017 - 2030 (USD Million)
Table 4 North America image recognition market, by component, 2017 - 2030 (USD Million)
Table 5 North America image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 6 North America image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 7 North America image recognition market, by region, 2017 to 2030 (USD Million)
Table 8 U.S. image recognition market, by technique, 2017 - 2030 (USD Million)
Table 9 U.S. image recognition market, by application, 2017 - 2030 (USD Million)
Table 10 U.S. image recognition market, by component, 2017 - 2030 (USD Million)
Table 11 U.S. image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 12 U.S. image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 13 Canada image recognition market, by technique, 2017 - 2030 (USD Million)
Table 14 Canada image recognition market, by application, 2017 - 2030 (USD Million)
Table 15 Canada image recognition market, by component, 2017 - 2030 (USD Million)
Table 16 Canada image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 17 Canada image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 18 Europe image recognition market, by technique, 2017 - 2030 (USD Million)
Table 19 Europe image recognition market, by application, 2017 - 2030 (USD Million)
Table 20 Europe image recognition market, by component, 2017 - 2030 (USD Million)
Table 21 Europe image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 22 Europe image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 23 Europe image recognition market, by region, 2017 to 2030 (USD Million)
Table 24 Germany image recognition market, by technique, 2017 - 2030 (USD Million)
Table 25 Germany image recognition market, by application, 2017 - 2030 (USD Million)
Table 26 Germany image recognition market, by component, 2017 - 2030 (USD Million)
Table 27 Germany image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 28 Germany image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 29 UK image recognition market, by technique, 2017 - 2030 (USD Million)
Table 30 UK image recognition market, by application, 2017 - 2030 (USD Million)
Table 31 UK image recognition market, by component, 2017 - 2030 (USD Million)
Table 32 UK image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 33 UK image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 34 France image recognition market, by technique, 2017 - 2030 (USD Million)
Table 35 France image recognition market, by application, 2017 - 2030 (USD Million)
Table 36 France image recognition market, by component, 2017 - 2030 (USD Million)
Table 37 France image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 38 France image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 39 Asia Pacific image recognition market, by technique, 2017 - 2030 (USD Million)
Table 40 Asia Pacific image recognition market, by application, 2017 - 2030 (USD Million)
Table 41 Asia Pacific image recognition market, by component, 2017 - 2030 (USD Million)
Table 42 Asia Pacific image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 43 Asia Pacific image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 44 Asia Pacific image recognition market, by region, 2017 to 2030 (USD Million)
Table 45 China image recognition market, by technique, 2017 - 2030 (USD Million)
Table 46 China image recognition market, by application, 2017 - 2030 (USD Million)
Table 47 China image recognition market, by component, 2017 - 2030 (USD Million)
Table 48 China image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 49 China image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 50 Japan image recognition market, by technique, 2017 - 2030 (USD Million)
Table 51 Japan image recognition market, by application, 2017 - 2030 (USD Million)
Table 52 Japan image recognition market, by component, 2017 - 2030 (USD Million)
Table 53 Japan image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 54 Japan image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 55 India image recognition market, by technique, 2017 - 2030 (USD Million)
Table 56 India image recognition market, by application, 2017 - 2030 (USD Million)
Table 57 India image recognition market, by component, 2017 - 2030 (USD Million)
Table 58 India image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 59 India image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 60 Australia image recognition market, by technique, 2017 - 2030 (USD Million)
Table 61 Australia image recognition market, by application, 2017 - 2030 (USD Million)
Table 62 Australia image recognition market, by component, 2017 - 2030 (USD Million)
Table 63 Australia image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 64 Australia image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 65 South Korea image recognition market, by technique, 2017 - 2030 (USD Million)
Table 66 South Korea image recognition market, by application, 2017 - 2030 (USD Million)
Table 67 South Korea image recognition market, by component, 2017 - 2030 (USD Million)
Table 68 South Korea image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 69 South Korea image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 70 Latin America image recognition market, by technique, 2017 - 2030 (USD Million)
Table 71 Latin America image recognition market, by application, 2017 - 2030 (USD Million)
Table 72 Latin America image recognition market, by component, 2017 - 2030 (USD Million)
Table 73 Latin America image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 74 Latin America image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 75 Latin America image recognition market, by region, 2017 to 2030 (USD Million)
Table 76 Brazil image recognition market, by technique, 2017 - 2030 (USD Million)
Table 77 Brazil image recognition market, by application, 2017 - 2030 (USD Million)
Table 78 Brazil image recognition market, by component, 2017 - 2030 (USD Million)
Table 79 Brazil image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 80 Brazil image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 81 Mexico image recognition market, by technique, 2017 - 2030 (USD Million)
Table 82 Mexico image recognition market, by application, 2017 - 2030 (USD Million)
Table 83 Mexico image recognition market, by component, 2017 - 2030 (USD Million)
Table 84 Mexico image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 85 Mexico image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 86 Middle East and Africa image recognition market, by technique, 2017 - 2030 (USD Million)
Table 87 Middle East and Africa image recognition market, by application, 2017 - 2030 (USD Million)
Table 88 Middle East and Africa image recognition market, by component, 2017 - 2030 (USD Million)
Table 89 Middle East and Africa image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 90 Middle East and Africa image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 91 Middle East and Africa image recognition market, by region, 2017 to 2030 (USD Million)
Table 92 South Africa image recognition market, by technique, 2017 - 2030 (USD Million)
Table 93 South Africa image recognition market, by application, 2017 - 2030 (USD Million)
Table 94 South Africa image recognition market, by component, 2017 - 2030 (USD Million)
Table 95 South Africa image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 96 South Africa image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 97 Saudi Arabia image recognition market, by technique, 2017 - 2030 (USD Million)
Table 98 Saudi Arabia image recognition market, by application, 2017 - 2030 (USD Million)
Table 99 Saudi Arabia image recognition market, by component, 2017 - 2030 (USD Million)
Table 100 Saudi Arabia image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 101 Saudi Arabia image recognition market, by vertical, 2017 - 2030 (USD Million)
Table 102 UAE image recognition market, by technique, 2017 - 2030 (USD Million)
Table 103 UAE image recognition market, by application, 2017 - 2030 (USD Million)
Table 104 UAE image recognition market, by component, 2017 - 2030 (USD Million)
Table 105 UAE image recognition market, by deployment mode, 2017 - 2030 (USD Million)
Table 106 UAE image recognition market, by vertical, 2017 - 2030 (USD Million)

List of Figures

Fig. 1 Market research process
Fig. 2 Data triangulation techniques
Fig. 3 Primary research pattern
Fig. 4 Market research approaches
Fig. 5 Value-chain-based sizing & forecasting
Fig. 6 QFD modeling for market share assessment
Fig. 7 Market formulation & validation
Fig. 8 Image recognition: Market outlook
Fig. 9 Image recognition: Competitive insights
Fig. 10 Parent market outlook
Fig. 11 Related/ancillary market outlook
Fig. 12 Penetration and growth prospect mapping
Fig. 13 Industry value chain analysis
Fig. 14 Image recognition market driver impact
Fig. 15 Image recognition market restraint impact
Fig. 16 Image recognition market strategic initiatives analysis
Fig. 17 Image recognition market: Technique movement analysis
Fig. 18 Image recognition market: Technique outlook and key takeaways
Fig. 19 QR/ barcode recognition market estimates and forecasts, 2017 - 2030
Fig. 20 Object recognition market estimates and forecasts, 2017 - 2030
Fig. 21 Facial recognition market estimates and forecasts, 2017 - 2030
Fig. 22 Pattern recognition market estimates and forecasts, 2017 - 2030
Fig. 23 Optical character recognition market estimates and forecasts, 2017 - 2030
Fig. 24 Image recognition market: Application movement analysis
Fig. 25 Image recognition market: Application outlook and key takeaways
Fig. 26 Augmented reality market estimates and forecasts, 2017 - 2030
Fig. 27 Scanning & imaging market estimates and forecasts, 2017 - 2030
Fig. 28 Security & surveillance market estimates and forecasts, 2017 - 2030
Fig. 29 Marketing & advertising market estimates and forecasts, 2017 - 2030
Fig. 30 Image search market estimates and forecasts, 2017 - 2030
Fig. 31 Image recognition market: Component movement analysis
Fig. 32 Image recognition market: Component outlook and key takeaways
Fig. 33 Hardware market estimates and forecasts, 2017 - 2030
Fig. 34 Software market estimates and forecasts, 2017 - 2030
Fig. 35 Service market estimates and forecasts, 2017 - 2030
Fig. 36 Image recognition market: Deployment mode movement analysis
Fig. 37 Image recognition market: Deployment mode outlook and key takeaways
Fig. 38 Cloud market estimates and forecasts, 2017 - 2030
Fig. 39 On-premises market estimates and forecasts, 2017 - 2030
Fig. 40 Image recognition market: Vertical movement analysis
Fig. 41 Image recognition market: Vertical outlook and key takeaways
Fig. 42 Retail & e-commerce market estimates and forecasts, 2017 - 2030
Fig. 43 Media & entertainment market estimates and forecasts, 2017 - 2030
Fig. 44 BFSI market estimates and forecasts, 2017 - 2030
Fig. 45 Automobile & transportation market estimates and forecasts, 2017 - 2030
Fig. 46 IT & telecom market estimates and forecasts, 2017 - 2030
Fig. 47 Government market estimates and forecasts, 2017 - 2030
Fig. 48 Healthcare market estimates and forecasts, 2017 - 2030
Fig. 49 Others market estimates and forecasts, 2017 - 2030
Fig. 50 Global image recognition market: Regional movement analysis
Fig. 51 Global image recognition market: Regional outlook and key takeaways
Fig. 52 North America market estimates and forecasts, 2017 - 2030
Fig. 53 U.S. market estimates and forecasts, 2017 - 2030
Fig. 54 Canada market estimates and forecasts, 2017 - 2030
Fig. 55 Europe market estimates and forecasts, 2017 - 2030
Fig. 56 UK market estimates and forecasts, 2017 - 2030
Fig. 57 Germany market estimates and forecasts, 2017 - 2030
Fig. 58 France market estimates and forecasts, 2017 - 2030
Fig. 59 Asia Pacific market estimates and forecasts, 2017 - 2030
Fig. 60 Japan market estimates and forecasts, 2017 - 2030
Fig. 61 China market estimates and forecasts, 2017 - 2030
Fig. 62 India market estimates and forecasts, 2017 - 2030
Fig. 63 Australia market estimates and forecasts, 2017 - 2030
Fig. 64 South Korea market estimates and forecasts, 2017 - 2030
Fig. 65 Latin America market estimates and forecasts, 2017 - 2030
Fig. 66 Brazil market estimates and forecasts, 2017 - 2030
Fig. 67 Mexico market estimates and forecasts, 2017 - 2030
Fig. 68 Middle East and Africa market estimates and forecasts, 2017 - 2030
Fig. 69 Saudi Arabia market estimates and forecasts, 2017 - 2030
Fig. 70 South Africa market estimates and forecasts, 2017 - 2030
Fig. 71 UAE market estimates and forecasts, 2017 - 2030

Product Code: GVR-2-68038-351-5

Image Recognition Market Growth & Trends:

The global image recognition market size is expected to reach USD 128.28 billion by 2030, according to a new report by Grand View Research, Inc.. The market is anticipated to expand at a CAGR of 13.4% from 2023 to 2030. Image processing and recognition have evolved with numerous powerful applications, such as security and surveillance, and medical imaging that have created a great value from a business perspective. Functions of figure identification, such as facial or object recognition, visual geolocation, barcode reading, and automated driver assistance, among other industrial automation-related functions, have demonstrated the versatility of this technology. When combined with AI, this technology has begun to create valuable growth opportunities in several verticals, such as gaming, social networking, and e-commerce. For instance, Twitter and Facebook, two major platforms in the world of social networking, have benefited from the technology in terms of audience engagement as they have created a more connected experience by encouraging users to share images and tag their friends.

The advent of digital cameras, particularly cameras built into smartphones, has led to an exponential growth in the volume of digital content in the form of images and videos. A vast amount of visual and digital data is being captured and shared through several applications, websites, social networks, and other digital channels. Several businesses have leveraged this online content to deliver better and smarter services to their customers, with the use of digital image processing. For instance, in October 2019, SnapPay Inc., a U.S. based payment platform provider, has launched facial recognition payment technology in the North America region. By using this thechnology in its payment solution, the company has aimed at allowing its customers a new level of convenience for payments at retail outlets.

However, data cleaning and hardware processing power remain as the two significant challenges involved in building areliable technology. Also, considering the time, complexity, and cost associated with software development for image identification, many companies may not have the resources who can produce acceptable and accurate results. Therefore, several companies are taking strategic initiatives to expand their business with the help of image processing and recognizing techniques. For instance, in July 2019, Star Alliance, a global airline, announced a partnership with NEC Corporation to develop a biometric data-based identification platform for the pass-through areas at the airports, such as boarding gates and check-in kiosks. This AI-based platform and biometric passport would help the passengers to get through passport control without the need to show documents to the border officials.

Image Recognition Market Report Highlights:

The facial recognition segment held the highest market share of 22.1% in 2022. The increasing demand for enhanced security measures across various industries, such as government, banking, and retail, has significantly contributed to the dominance of facial recognition systems.
The marketing and advertising segment dominated the market with a market share of 29.9% in 2022. Many businesses adopted technology with advanced advertising, customer interaction, and branding to improve their marketing activities.
Based on components, the market has been segmented into hardware, software, and service. The service segment held the largest revenue share of 38.5% in 2022 and is expected to capture the fastest CAGR of 14.9% during the forecast period.
Based on the deployment mode, the market has been segmented into on-premise and cloud. The cloud segment dominated the market with a revenue share of 70.6% in 2022 and is anticipated to retain its position over the forecast period.
Based on verticals, the market has been segmented into media and entertainment, BFSI, automobile and transportation, retail and e-commerce, telecom and IT, government, healthcare, and others. The retail & e-commerce segment dominated the market and represented a market share of 21.1% in 2022.
North America accounted for the largest market share of 34.8% in 2022, majorly due to the rapid growth of cloud-based streaming services in the U.S. The segment's growth is attributed to the increasing integration of artificial intelligence and mobile computing platforms in digital shopping and e-commerce.

Chapter 1. Methodology and Scope

1.1. Market Segmentation & Scope
- 1.1.1. Technique
- 1.1.2. Application
- 1.1.3. Component
- 1.1.4. Deployment mode
- 1.1.5. Vertical
- 1.1.6. Regional scope
- 1.1.7. Estimates and forecast timeline
1.2. Research Methodology
1.3. Information Procurement
- 1.3.1. Purchased database
- 1.3.2. GVR's internal database
- 1.3.3. Secondary sources
- 1.3.4. Primary research
- 1.3.5. Details of primary research
1.4. Information or Data Analysis
1.5. Market Formulation & Validation
1.6. Model Details
1.7. List of Secondary Sources
1.8. List of Primary Sources
1.9. Objectives

Chapter 2. Executive Summary

2.1. Market Outlook
2.2. Segment Outlook
- 2.2.1. Technique
- 2.2.2. Application
- 2.2.3. Component
- 2.2.4. Deployment mode
- 2.2.5. Vertical
- 2.2.6. Regional outlook
2.3. Competitive Insights

Chapter 3. Image Recognition Market Variables, Trends & Scope

3.1. Market Lineage Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
- 3.3.1. Market driver analysis
- 3.3.2. Market restraint analysis
- 3.3.3. Market opportunity analysis
3.4. Image Recognition Market Analysis Tools
- 3.4.1. Industry analysis - Porter's
  - 3.4.1.1. Supplier power
  - 3.4.1.2. Buyer power
  - 3.4.1.3. Substitution threat
  - 3.4.1.4. Threat of new entrant
  - 3.4.1.5. Competitive rivalry
- 3.4.2. PESTEL analysis
  - 3.4.2.1. Political landscape
  - 3.4.2.2. Technological landscape
  - 3.4.2.3. Economic landscape

Chapter 4. Image Recognition Market: Technique Estimates & Trend Analysis

4.1. Image Recognition Market: Key Takeaways
4.2. Image Recognition Market: Movement & Market Share Analysis, 2022 & 2030
4.3. QR/Barcode Recognition
- 4.3.1. QR/barcode recognition market estimates and forecasts, 2017 to 2030 (USD Million)
4.4. Object Recognition
- 4.4.1. Object recognition market estimates and forecasts, 2017 to 2030 (USD Million)
4.5. Facial Recognition
- 4.5.1. Facial recognition market estimates and forecasts, 2017 to 2030 (USD Million)
4.6. Pattern Recognition
- 4.6.1. Pattern recognition market estimates and forecasts, 2017 to 2030 (USD Million)
4.7. Optical Character Recognition
- 4.7.1. Optical character recognition market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 5. Image Recognition Market: Application Estimates & Trend Analysis

5.1. Image Recognition Market: Key Takeaways
5.2. Image Recognition Market: Movement & Market Share Analysis, 2022 & 2030
5.3. Augmented Reality
- 5.3.1. Augmented reality market estimates and forecasts, 2017 to 2030 (USD Million)
5.4. Scanning & Imaging
- 5.4.1. Scanning & imaging delivery market estimates and forecasts, 2017 to 2030 (USD Million)
5.5. Security & Surveillance
- 5.5.1. Security & surveillance market estimates and forecasts, 2017 to 2030 (USD Million)
5.6. Marketing & Advertising
- 5.6.1. Marketing & advertising market estimates and forecasts, 2017 to 2030 (USD Million)
5.7. Image Search
- 5.7.1. Image search market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 6. Image Recognition Market: Component Estimates & Trend Analysis

6.1. Image Recognition Market: Key Takeaways
6.2. Image Recognition Market: Movement & Market Share Analysis, 2022 & 2030
6.3. Hardware
- 6.3.1. Hardware market estimates and forecasts, 2017 to 2030 (USD Million)
6.4. Software
- 6.4.1. Software market estimates and forecasts, 2017 to 2030 (USD Million)
6.5. Service
- 6.5.1. Service market estimates and forecasts, 2017 to 2030 (USD Million)
  - 6.5.1.1 Managed
  - 6.5.1.1.1 Managed market estimates and forecasts, 2017 to 2030 (USD Million)
  - 6.5.1.2 Professional
  - 6.5.1.2.1 Professional market estimates and forecasts, 2017 to 2030 (USD Million)
  - 6.5.1.3 Training, support, and maintenance
  - 6.5.1.3.1 Training, support, and maintenance market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 7. Image Recognition Market: Deployment Mode Estimates & Trend Analysis

7.1. Image Recognition Market: Key Takeaways
7.2. Image Recognition Market: Movement & Market Share Analysis, 2022 & 2030
7.3. On-Premises
- 7.3.1. On-premises market estimates and forecasts, 2017 to 2030 (USD Million)
7.4. Cloud
- 7.4.1. Cloud market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 8. Image Recognition Market: Vertical Estimates & Trend Analysis

8.1. Image Recognition Market: Key Takeaways
8.2. Image Recognition Market: Movement & Market Share Analysis, 2022 & 2030
8.3. Retail & E-commerce
- 8.3.1. Retail & e-commerce market estimates and forecasts, 2017 to 2030 (USD Million)
8.4. Media & Entertainment
- 8.4.1. Media & entertainment market estimates and forecasts, 2017 to 2030 (USD Million)
8.5. BFSI
- 8.5.1. BFSI market estimates and forecasts, 2017 to 2030 (USD Million)
8.6. Automobile & Transportation
- 8.6.1. Automobile & transportation market estimates and forecasts, 2017 to 2030 (USD Million)
8.7. Telecom & IT
- 8.7.1. Telecom & IT market estimates and forecasts, 2017 to 2030 (USD Million)
8.8. Government
- 8.8.1. Government market estimates and forecasts, 2017 to 2030 (USD Million)
8.9. Healthcare
- 8.9.1. Healthcare market estimates and forecasts, 2017 to 2030 (USD Million)
8.10. Others
- 8.10.1. Others market estimates and forecasts, 2017 to 2030 (USD Million)

Chapter 9. Image Recognition Market: Regional Estimates & Trend Analysis

9.1. Regional Outlook
9.2. Image Recognition Market by Region: Key Takeaway
9.3. North America
- 9.3.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.3.2. U.S.
  - 9.3.2.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.3.3. Canada
  - 9.3.3.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
9.4. Europe
- 9.4.1. UK
  - 9.4.1.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.4.2. Germany
  - 9.4.2.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.4.3. France
  - 9.4.3.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
9.5. Asia Pacific
- 9.5.1. Japan
  - 9.5.1.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.5.2. China
  - 9.5.2.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.5.3. India
  - 9.5.3.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.5.4. Australia
  - 9.5.4.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.5.5. South Korea
  - 9.5.5.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
9.6. Latin America
- 9.6.1. Brazil
  - 9.6.1.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.6.2. Mexico
  - 9.6.2.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
9.7. MEA
- 9.7.1. Saudi Arabia
  - 9.7.1.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.7.2. South Africa
  - 9.7.2.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)
- 9.7.3. UAE
  - 9.7.3.1. Market estimates and forecasts, 2017 to 2030 (Revenue, USD Million)

Chapter 10. Competitive Landscape

10.1. Recent Developments & Impact Analysis, By Key Market Participants
10.2. Market Participant Categorization
- 10.2.1. Blinkfire Analytics, Inc.
  - 10.2.1.1. Company overview
  - 10.2.1.2. Financial performance
  - 10.2.1.3. Product benchmarking
  - 10.2.1.4. Strategic initiatives
- 10.2.2. Gumgum, Inc.
  - 10.2.2.1. Company overview
  - 10.2.2.2. Financial performance
  - 10.2.2.3. Product benchmarking
  - 10.2.2.4. Strategic initiatives
- 10.2.3. Kairos AR, Inc.
  - 10.2.3.1. Company overview
  - 10.2.3.2. Financial performance
  - 10.2.3.3. Product benchmarking
  - 10.2.3.4. Strategic initiatives
- 10.2.4. SparkTrendz
  - 10.2.4.1. Company overview
  - 10.2.4.2. Financial performance
  - 10.2.4.3. Product benchmarking
  - 10.2.4.4. Strategic initiatives
- 10.2.5. Cloudsight, Inc.
  - 10.2.5.1. Company overview
  - 10.2.5.2. Financial performance
  - 10.2.5.3. Product benchmarking
  - 10.2.5.4. Strategic initiatives
- 10.2.6. Chooch.com
  - 10.2.6.1. Company overview
  - 10.2.6.2. Financial performance
  - 10.2.6.3. Product benchmarking
  - 10.2.6.4. Strategic initiatives
- 10.2.7. Google
  - 10.2.7.1. Company overview
  - 10.2.7.2. Financial performance
  - 10.2.7.3. Product benchmarking
  - 10.2.7.4. Strategic initiatives
- 10.2.8. Attrasoft, Inc.
  - 10.2.8.1. Company overview
  - 10.2.8.2. Financial performance
  - 10.2.8.3. Product benchmarking
  - 10.2.8.4. Strategic initiatives
- 10.2.9. Catchroom
  - 10.2.9.1. Company overview
  - 10.2.9.2. Financial performance
  - 10.2.9.3. Product benchmarking
  - 10.2.9.4. Strategic initiatives
- 10.2.10. Hitachi, Ltd.
  - 10.2.10.1. Company overview
  - 10.2.10.2. Financial performance
  - 10.2.10.3. Product benchmarking
  - 10.2.10.4. Strategic initiatives
- 10.2.11. Honeywell International Inc.
  - 10.2.11.1. Company overview
  - 10.2.11.2. Financial performance
  - 10.2.11.3. Product benchmarking
  - 10.2.11.4. Strategic initiatives
- 10.2.12. LTUTech
  - 10.2.12.1. Company overview
  - 10.2.12.2. Financial performance
  - 10.2.12.3. Product benchmarking
  - 10.2.12.4. Strategic initiatives
- 10.2.13. NEC Corporation
  - 10.2.13.1. Company overview
  - 10.2.13.2. Financial performance
  - 10.2.13.3. Product benchmarking
  - 10.2.13.4. Strategic initiatives
- 10.2.14. Qualcomm Technologies, Inc.
  - 10.2.14.1. Company overview
  - 10.2.14.2. Financial performance
  - 10.2.14.3. Product benchmarking
  - 10.2.14.4. Strategic initiatives
- 10.2.15. Slyce Acquisition Inc.
  - 10.2.15.1. Company overview
  - 10.2.15.2. Financial performance
  - 10.2.15.3. Product benchmarking
  - 10.2.15.4. Strategic initiatives
- 10.2.16. Wikitude GmbH
  - 10.2.16.1. Company overview
  - 10.2.16.2. Financial performance
  - 10.2.16.3. Product benchmarking
  - 10.2.16.4. Strategic initiatives

画像認識の市場規模、シェア、動向分析レポート：技術別、用途別、コンポーネント別、展開モード別、業界別、地域別、セグメント別予測、2023年～2030年

Image Recognition Market Size, Share & Trends Analysis Report By Technique, By Application, By Component (Hardware, Software), By Deployment Mode, By Vertical, By Region, And Segment Forecasts, 2023 - 2030

画像認識市場の成長と動向：

画像認識市場レポートのハイライト

目次

第1章調査手法と範囲

第2章エグゼクティブサマリー

第3章画像認識市場の変数、動向、範囲

第4章画像認識市場：技術の推定・動向分析

第5章画像認識市場：用途の推定・動向分析

第6章画像認識市場：コンポーネントの推定・動向分析

第7章画像認識市場：展開モードの推定・動向分析

第8章画像認識市場：業界の推定・動向分析

第9章画像認識市場：地域の推定・動向分析

第10章競合情勢

List of Tables

List of Figures

Image Recognition Market Growth & Trends:

Image Recognition Market Report Highlights:

Table of Contents

Chapter 1. Methodology and Scope

Chapter 2. Executive Summary

Chapter 3. Image Recognition Market Variables, Trends & Scope

Chapter 4. Image Recognition Market: Technique Estimates & Trend Analysis

Chapter 5. Image Recognition Market: Application Estimates & Trend Analysis

Chapter 6. Image Recognition Market: Component Estimates & Trend Analysis

Chapter 7. Image Recognition Market: Deployment Mode Estimates & Trend Analysis

Chapter 8. Image Recognition Market: Vertical Estimates & Trend Analysis

Chapter 9. Image Recognition Market: Regional Estimates & Trend Analysis

Chapter 10. Competitive Landscape

画像認識の市場規模、シェア、動向分析レポート：技術別、用途別、コンポーネント別、展開モード別、業界別、地域別、セグメント別予測、2023年～2030年

Image Recognition Market Size, Share & Trends Analysis Report By Technique, By Application, By Component (Hardware, Software), By Deployment Mode, By Vertical, By Region, And Segment Forecasts, 2023 - 2030

画像認識市場の成長と動向：

画像認識市場レポートのハイライト

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 画像認識市場の変数、動向、範囲

第4章 画像認識市場：技術の推定・動向分析

第5章 画像認識市場：用途の推定・動向分析

第6章 画像認識市場：コンポーネントの推定・動向分析

第7章 画像認識市場：展開モードの推定・動向分析

第8章 画像認識市場：業界の推定・動向分析

第9章 画像認識市場：地域の推定・動向分析

第10章 競合情勢

List of Tables

List of Figures

Image Recognition Market Growth & Trends:

Image Recognition Market Report Highlights:

Table of Contents

Chapter 1. Methodology and Scope

Chapter 2. Executive Summary

Chapter 3. Image Recognition Market Variables, Trends & Scope

Chapter 4. Image Recognition Market: Technique Estimates & Trend Analysis

Chapter 5. Image Recognition Market: Application Estimates & Trend Analysis

Chapter 6. Image Recognition Market: Component Estimates & Trend Analysis

Chapter 7. Image Recognition Market: Deployment Mode Estimates & Trend Analysis

Chapter 8. Image Recognition Market: Vertical Estimates & Trend Analysis

Chapter 9. Image Recognition Market: Regional Estimates & Trend Analysis

Chapter 10. Competitive Landscape

第1章調査手法と範囲

第2章エグゼクティブサマリー

第3章画像認識市場の変数、動向、範囲

第4章画像認識市場：技術の推定・動向分析

第5章画像認識市場：用途の推定・動向分析

第6章画像認識市場：コンポーネントの推定・動向分析

第7章画像認識市場：展開モードの推定・動向分析

第8章画像認識市場：業界の推定・動向分析

第9章画像認識市場：地域の推定・動向分析

第10章競合情勢