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세계의 이미지 인식 시장 : 규모, 점유율, 동향 분석 보고서 - 전개 방식별, 산업별, 구성요소별, 용도별, 기술별, 지역별 전망 및 예측(2024-2031년)

Global Image Recognition Market Size, Share & Trends Analysis Report By Deployment Mode (Cloud, and On-Premise), By Vertical, By Component, By Professional Services Type, By Application, By Technology, By Regional Outlook and Forecast, 2024 - 2031

발행일: 2024년 06월 | 리서치사:

KBV Research | 페이지 정보: 영문 446 Pages | 배송안내 : 즉시배송

※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

이미지 인식 시장 규모는 예측 기간 동안 16.3%의 CAGR로 성장하여 2031년까지 1,505억 달러에 달할 것으로 예상됩니다.

그러나 고도의 인식 시스템을 도입하는 것은 특히 중소기업이나 신생 기업에게는 큰 비용이 소요됩니다. 유지보수 및 지속적인 개발도 비용에 추가됩니다. 이러한 인식 기술은 정적인 것이 아니며, 효과를 유지하려면 지속적인 업데이트와 개선이 필요합니다. 따라서 이러한 인식에 소요되는 막대한 비용으로 인해 도입에 어려움을 겪을 수 있습니다.

전개 방식별 전망

전개 방식에 따라 시장은 클라우드와 온프레미스로 나뉩니다. 온프레미스 부문은 2023년 시장에서 34%의 매출 점유율을 기록했습니다. 정부, 의료 및 은행과 같은 부문은 엄격한 데이터 보호 규정을 준수하고 기밀 정보가 물리적 부지 외부로 유출되는 것을 방지하기 위해 온 프레미스 솔루션을 선호 할 수 있습니다. 온프레미스 솔루션은 특정 요구 사항에 맞게 더 잘 맞춤화할 수 있으며, 이는 매우 특수한 인식 기능이 필요한 환경에서는 매우 중요한 요소입니다.

업종별 전망

산업별로는 BFSI, 미디어 및 엔터테인먼트, 소매 및 소비재, 통신 및 IT, 정부, 헬스케어, 운송 및 물류, 기타로 나뉩니다. 통신 및 IT 부문은 2023년 시장에서 20%의 매출 점유율을 기록했습니다. 통신 회사는 인프라 모니터링 및 유지보수에 이 인식 기술을 점점 더 많이 사용하고 있습니다. 예를 들어, 이 인식은 케이블, 타워 및 기타 장비의 방대한 네트워크 문제를 식별하고 진단하여 다운 타임을 줄이고 서비스 제공을 최적화하는 데 도움이 될 수 있습니다.

구성요소별 전망

구성요소를 기준으로 시장은 하드웨어, 소프트웨어 및 서비스로 분류됩니다. 소프트웨어 부문은 2023년 시장에서 25.2%의 매출 점유율을 차지했습니다. 이 부문은 이미지를 처리하고 분석하는 알고리즘과 계산 모델을 다룹니다. 머신러닝과 AI 기술이 발전함에 따라 소프트웨어는 이러한 인식 시스템의 기능을 확장하는 데 있어 매우 중요합니다.

용도별 전망

용도에 따라 시장은 스캔 및 이미징, 보안 및 모니터링, 이미지 검색, 마케팅 및 광고, 기타로 분류됩니다. 보안 및 모니터링 부문은 2023년 시장에서 25%의 매출 점유율을 차지했습니다. 이 인식 기술은 공공 공간 모니터링 및 군중 통제 관리에서 무단 액세스 감지 및 범죄 행위 식별을위한 고급 시스템에 이르기까지 보안 조치를 강화하는 데 필수적입니다.

기술별 전망

기술에 따라 시장은 코드 인식, 디지털 이미지 처리, 얼굴 인식, 물체 인식, 패턴 인식 등으로 나뉩니다. 디지털 이미지 처리 부문은 2023년 시장에서 21%의 매출 점유율을 차지했습니다. 이 부문에는 다양한 알고리즘과 시스템을 사용하여 이미지 품질을 개선하고 디지털 이미지에서 유용한 정보를 추출하는 기술이 포함됩니다. 이 분야는 의료, 의료 영상 분석, 자동차, 자동차용 카메라의 이미지 향상 및 처리, 모니터링 등 이미지 품질과 선명도가 중요한 분야에 적용되고 있습니다.

세계의 BFSI 시장 : 지역별
세계의 미디어·엔터테인먼트 시장 : 지역별
세계의 소매·소비재 시장 : 지역별
세계의 통신·IT 시장 : 지역별
세계의 정부 시장 : 지역별
세계의 헬스케어 시장 : 지역별
세계의 수송·물류 시장 : 지역별
세계의 기타 시장 : 지역별

제7장 세계의 이미지 인식 시장 : 컴포넌트별

세계의 하드웨어 시장 : 지역별
세계의 소프트웨어 시장 : 지역별
세계의 서비스 시장 : 지역별
세계의 이미지 인식 시장 : 서비스 유형별

제8장 세계의 이미지 인식 시장 : 용도별

세계의 스캔과 이미징 시장 : 지역별
세계의 보안과 감시 시장 : 지역별
세계의 이미지 검색 시장 : 지역별
세계의 마케팅과 광고 시장 : 지역별
세계의 기타 시장 : 지역별

제9장 세계의 이미지 인식 시장 : 기술별

세계의 코드 인식 시장 : 지역별
세계의 디지털 이미지 처리 시장 : 지역별
세계의 안면 인식 시장 : 지역별
세계의 물체 인식 시장 : 지역별
세계의 패턴 인식 시장 : 지역별
세계의 기타 시장 : 지역별

제10장 세계의 이미지 인식 시장 : 지역별

북미
- 북미의 시장 : 국가별
  - 미국
  - 캐나다
  - 멕시코
  - 기타 북미
유럽
- 유럽의 시장 : 국가별
  - 독일
  - 영국
  - 프랑스
  - 러시아
  - 스페인
  - 이탈리아
  - 기타 유럽
아시아태평양
- 아시아태평양의 시장 : 국가별
  - 중국
  - 일본
  - 인도
  - 한국
  - 싱가포르
  - 말레이시아
  - 기타 아시아태평양
라틴아메리카, 중동 및 아프리카
- 라틴아메리카, 중동 및 아프리카 시장 : 국가별
  - 브라질
  - 아르헨티나
  - 아랍에미리트
  - 사우디아라비아
  - 남아프리카공화국
  - 나이지리아
  - 기타 라틴아메리카, 중동 및 아프리카

제11장 기업 개요

Hitachi, Ltd
Microsoft Corporation
NEC Corporation
Thales Group SA
3M Company
Cognitec Systems GmbH(Salto Systems, SL.)
Oracle Corporation
Onfido Limited(Entrust Corporation)
Qualcomm Incorporated(Qualcomm Technologies, Inc)
Google LLC(Alphabet Inc)

제12장 이미지 인식 시장의 성공 필수 조건

ksm 24.07.01

The Global Image Recognition Market size is expected to reach $150.5 billion by 2031, rising at a market growth of 16.3% CAGR during the forecast period.

Facial recognition technology is increasingly adopted for security and surveillance, consumer electronics, and personal identification. This technology's use in smartphones, at airports for security checks, and by law enforcement agencies to identify individuals illustrates its wide-ranging applications. Consequently, the Facial Recognition segment would acquire nearly 16.8% market share by 2031. The increasing concern for security and personal verification solutions, along with advancements in AI, have driven the adoption and market growth of facial recognition technology.

This recognition is among the numerous technological domains that have been transformed by advancements in artificial intelligence (AI) and machine learning. In security, deep learning has greatly benefited facial recognition technologies. Systems can now identify individuals with greater precision in various lighting conditions and angles, enhancing security measures in public spaces and airports. Hence, these advancements will aid in the growth of the market. Additionally, The generation and utilization of digital imagery have been significantly influenced by the proliferation of digital devices, including tablets, smartphones, and other devices that are equipped with high-resolution cameras. Moreover, the demand for advanced image processing solutions is driven by the need to manage and make sense of this vast data. Thus, the proliferation of digital devices with advanced imaging capabilities is aiding in the development of the market.

However, Implementing advanced recognition systems involves considerable costs that can be daunting, especially for smaller businesses or startups. Maintenance and ongoing development further add to the costs. These recognition technologies are not static; they require continuous updates and improvements to stay effective. Hence, the substantial cost of this recognition may impede their adoption.

Deployment Mode Outlook

Based on deployment mode, the market is segmented into cloud and on-premise. The on-premise segment recorded 34% revenue share in the market in 2023. Sectors like government, healthcare, and banking might prefer on-premise solutions to adhere to stringent data protection regulations, ensuring that sensitive information does not leave the physical premises. On-premise solutions also offer better customization to specific requirements, which is critical in settings where very specialized recognition functions are needed.

Vertical Outlook

By vertical, the market is divided into BFSI, media & entertainment, retail & consumer goods, telecom & IT, government, healthcare, transportation & logistics, and others. The telecom & IT segment witnessed 20% revenue share in the market in 2023. Telecom companies increasingly use this recognition technologies to monitor and maintain infrastructure. For example, this recognition can help identify and diagnose issues in vast networks of cables, towers, and other equipment, reducing downtime and optimizing service delivery.

Component Outlook

Based on component, the market is characterized into hardware, software, and services. The software segment procured 25.2% revenue share in the market in 2023. This segment covers the algorithms and computational models that process and analyze images. Given the increasing sophistication of machine learning and AI technologies, software is pivotal in expanding the capabilities of these recognition systems.

Application Outlook

On the basis of application, the market is classified into scanning & imaging, security & surveillance, image search, marketing & advertising, and others. The security & surveillance segment acquired 25% revenue share in the market in 2023. This recognition technologies are integral in enhancing security measures, with applications ranging from monitoring public spaces and managing crowd control to sophisticated systems for detecting unauthorized access or identifying criminal activities.

Technology Outlook

On the basis of technology, the market is divided into code recognition, digital image processing, facial recognition, object recognition, pattern recognition, and others. The digital image processing segment garnered 21% revenue share in the market in 2023. This segment involves techniques to enhance image quality and extract useful information from digital images using various algorithms and systems. Its applications span sectors such as healthcare, medical imaging analysis, automotive, enhancing and processing images from vehicle cameras, and surveillance, where image quality and clarity are crucial.

By Regional Analysis

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North American segment acquired 41% revenue share in the market in 2023. North America, particularly the United States and Canada, has a robust technological infrastructure and hosts many leading technology companies that are pioneers in AI and these recognition technologies, such as Google, Microsoft, and IBM.

List of Key Companies Profiled

Hitachi, Ltd.
Microsoft Corporation
NEC Corporation
Thales Group S.A.
3M Company
Cognitec Systems GmbH (Salto Systems, S.L.)
IBM Corporation
Onfido Limited (Entrust Corporation)
Qualcomm Incorporated (Qualcomm Technologies, Inc.)
Google LLC (Alphabet Inc.)

Global Image Recognition Market Report Segmentation

By Deployment Mode

Cloud
On-Premise

By Vertical

BFSI
Media & Entertainment
Retail & Consumer Goods
Telecom & IT
Government
Healthcare
Transportation & Logistics
Others

By Component

Hardware
Software
Services
- Professional Services
Implementation
Consulting & Training
Support & Maintenance
- Managed Services

By Application

Scanning & Imaging
Security & Surveillance
Image Search
Marketing & Advertising
Others

By Technology

Code Recognition
Digital Image Processing
Facial Recognition
Object Recognition
Pattern Recognition
Others

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Image Recognition Market, by Deployment Mode
- 1.4.2 Global Image Recognition Market, by Vertical
- 1.4.3 Global Image Recognition Market, by Component
- 1.4.4 Global Image Recognition Market, by Application
- 1.4.5 Global Image Recognition Market, by Technology
- 1.4.6 Global Image Recognition Market, by Geography
1.5 Methodology for the research

Chapter 2. Market at a Glance

2.1 Key Highlights

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
- 3.2.3 Market Opportunities
- 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

4.1 Market Share Analysis, 2023
4.2 Porter Five Forces Analysis

Chapter 5. Global Image Recognition Market by Deployment Mode

5.1 Global Cloud Market by Region
5.2 Global On-Premise Market by Region

Chapter 6. Global Image Recognition Market by Vertical

6.1 Global BFSI Market by Region
6.2 Global Media & Entertainment Market by Region
6.3 Global Retail & Consumer Goods Market by Region
6.4 Global Telecom & IT Market by Region
6.5 Global Government Market by Region
6.6 Global Healthcare Market by Region
6.7 Global Transportation & Logistics Market by Region
6.8 Global Others Market by Region

Chapter 7. Global Image Recognition Market by Component

7.1 Global Hardware Market by Region
7.2 Global Software Market by Region
7.3 Global Services Market by Region
7.4 Global Image Recognition Market by Services Type
- 7.4.1 Global Professional Services Market by Region
- 7.4.2 Global Image Recognition Market by Professional Services Type
  - 7.4.2.1 Global Implementation Market by Region
  - 7.4.2.2 Global Consulting & Training Market by Region
  - 7.4.2.3 Global Support & Maintenance Market by Region
- 7.4.3 Global Managed Services Market by Region

Chapter 8. Global Image Recognition Market by Application

8.1 Global Scanning & Imaging Market by Region
8.2 Global Security & Surveillance Market by Region
8.3 Global Image Search Market by Region
8.4 Global Marketing & Advertising Market by Region
8.5 Global Others Market by Region

Chapter 9. Global Image Recognition Market by Technology

9.1 Global Code Recognition Market by Region
9.2 Global Digital Image Processing Market by Region
9.3 Global Facial Recognition Market by Region
9.4 Global Object Recognition Market by Region
9.5 Global Pattern Recognition Market by Region
9.6 Global Others Market by Region

Chapter 10. Global Image Recognition Market by Region

10.1 North America Image Recognition Market
- 10.1.1 North America Image Recognition Market by Deployment Mode
  - 10.1.1.1 North America Cloud Market by Region
  - 10.1.1.2 North America On-Premise Market by Region
- 10.1.2 North America Image Recognition Market by Vertical
  - 10.1.2.1 North America BFSI Market by Country
  - 10.1.2.2 North America Media & Entertainment Market by Country
  - 10.1.2.3 North America Retail & Consumer Goods Market by Country
  - 10.1.2.4 North America Telecom & IT Market by Country
  - 10.1.2.5 North America Government Market by Country
  - 10.1.2.6 North America Healthcare Market by Country
  - 10.1.2.7 North America Transportation & Logistics Market by Country
  - 10.1.2.8 North America Others Market by Country
- 10.1.3 North America Image Recognition Market by Component
  - 10.1.3.1 North America Hardware Market by Country
  - 10.1.3.2 North America Software Market by Country
  - 10.1.3.3 North America Services Market by Country
  - 10.1.3.4 North America Image Recognition Market by Services Type
    - 10.1.3.4.1 North America Professional Services Market by Country
    - 10.1.3.4.2 North America Image Recognition Market by Professional Services Type
      - 10.1.3.4.2.1 North America Implementation Market by Country
      - 10.1.3.4.2.2 North America Consulting & Training Market by Country
      - 10.1.3.4.2.3 North America Support & Maintenance Market by Country
    - 10.1.3.4.3 North America Managed Services Market by Country
- 10.1.4 North America Image Recognition Market by Application
  - 10.1.4.1 North America Scanning & Imaging Market by Country
  - 10.1.4.2 North America Security & Surveillance Market by Country
  - 10.1.4.3 North America Image Search Market by Country
  - 10.1.4.4 North America Marketing & Advertising Market by Country
  - 10.1.4.5 North America Others Market by Country
- 10.1.5 North America Image Recognition Market by Technology
  - 10.1.5.1 North America Code Recognition Market by Country
  - 10.1.5.2 North America Digital Image Processing Market by Country
  - 10.1.5.3 North America Facial Recognition Market by Country
  - 10.1.5.4 North America Object Recognition Market by Country
  - 10.1.5.5 North America Pattern Recognition Market by Country
  - 10.1.5.6 North America Others Market by Country
- 10.1.6 North America Image Recognition Market by Country
  - 10.1.6.1 US Image Recognition Market
    - 10.1.6.1.1 US Image Recognition Market by Deployment Mode
    - 10.1.6.1.2 US Image Recognition Market by Vertical
    - 10.1.6.1.3 US Image Recognition Market by Component
      - 10.1.6.1.3.1 US Image Recognition Market by Services Type
    - 10.1.6.1.4 US Image Recognition Market by Application
    - 10.1.6.1.5 US Image Recognition Market by Technology
  - 10.1.6.2 Canada Image Recognition Market
    - 10.1.6.2.1 Canada Image Recognition Market by Deployment Mode
    - 10.1.6.2.2 Canada Image Recognition Market by Vertical
    - 10.1.6.2.3 Canada Image Recognition Market by Component
      - 10.1.6.2.3.1 Canada Image Recognition Market by Services Type
    - 10.1.6.2.4 Canada Image Recognition Market by Application
    - 10.1.6.2.5 Canada Image Recognition Market by Technology
  - 10.1.6.3 Mexico Image Recognition Market
    - 10.1.6.3.1 Mexico Image Recognition Market by Deployment Mode
    - 10.1.6.3.2 Mexico Image Recognition Market by Vertical
    - 10.1.6.3.3 Mexico Image Recognition Market by Component
      - 10.1.6.3.3.1 Mexico Image Recognition Market by Services Type
    - 10.1.6.3.4 Mexico Image Recognition Market by Application
    - 10.1.6.3.5 Mexico Image Recognition Market by Technology
  - 10.1.6.4 Rest of North America Image Recognition Market
    - 10.1.6.4.1 Rest of North America Image Recognition Market by Deployment Mode
    - 10.1.6.4.2 Rest of North America Image Recognition Market by Vertical
    - 10.1.6.4.3 Rest of North America Image Recognition Market by Component
      - 10.1.6.4.3.1 Rest of North America Image Recognition Market by Services Type
    - 10.1.6.4.4 Rest of North America Image Recognition Market by Application
    - 10.1.6.4.5 Rest of North America Image Recognition Market by Technology
10.2 Europe Image Recognition Market
- 10.2.1 Europe Image Recognition Market by Deployment Mode
  - 10.2.1.1 Europe Cloud Market by Country
  - 10.2.1.2 Europe On-Premise Market by Country
- 10.2.2 Europe Image Recognition Market by Vertical
  - 10.2.2.1 Europe BFSI Market by Country
  - 10.2.2.2 Europe Media & Entertainment Market by Country
  - 10.2.2.3 Europe Retail & Consumer Goods Market by Country
  - 10.2.2.4 Europe Telecom & IT Market by Country
  - 10.2.2.5 Europe Government Market by Country
  - 10.2.2.6 Europe Healthcare Market by Country
  - 10.2.2.7 Europe Transportation & Logistics Market by Country
  - 10.2.2.8 Europe Others Market by Country
- 10.2.3 Europe Image Recognition Market by Component
  - 10.2.3.1 Europe Hardware Market by Country
  - 10.2.3.2 Europe Software Market by Country
  - 10.2.3.3 Europe Services Market by Country
  - 10.2.3.4 Europe Image Recognition Market by Services Type
    - 10.2.3.4.1 Europe Professional Services Market by Country
    - 10.2.3.4.2 Europe Image Recognition Market by Professional Services Type
      - 10.2.3.4.2.1 Europe Implementation Market by Country
      - 10.2.3.4.2.2 Europe Consulting & Training Market by Country
      - 10.2.3.4.2.3 Europe Support & Maintenance Market by Country
    - 10.2.3.4.3 Europe Managed Services Market by Country
- 10.2.4 Europe Image Recognition Market by Application
  - 10.2.4.1 Europe Scanning & Imaging Market by Country
  - 10.2.4.2 Europe Security & Surveillance Market by Country
  - 10.2.4.3 Europe Image Search Market by Country
  - 10.2.4.4 Europe Marketing & Advertising Market by Country
  - 10.2.4.5 Europe Others Market by Country
- 10.2.5 Europe Image Recognition Market by Technology
  - 10.2.5.1 Europe Code Recognition Market by Country
  - 10.2.5.2 Europe Digital Image Processing Market by Country
  - 10.2.5.3 Europe Facial Recognition Market by Country
  - 10.2.5.4 Europe Object Recognition Market by Country
  - 10.2.5.5 Europe Pattern Recognition Market by Country
  - 10.2.5.6 Europe Others Market by Country
- 10.2.6 Europe Image Recognition Market by Country
  - 10.2.6.1 Germany Image Recognition Market
    - 10.2.6.1.1 Germany Image Recognition Market by Deployment Mode
    - 10.2.6.1.2 Germany Image Recognition Market by Vertical
    - 10.2.6.1.3 Germany Image Recognition Market by Component
      - 10.2.6.1.3.1 Germany Image Recognition Market by Services Type
    - 10.2.6.1.4 Germany Image Recognition Market by Application
    - 10.2.6.1.5 Germany Image Recognition Market by Technology
  - 10.2.6.2 UK Image Recognition Market
    - 10.2.6.2.1 UK Image Recognition Market by Deployment Mode
    - 10.2.6.2.2 UK Image Recognition Market by Vertical
    - 10.2.6.2.3 UK Image Recognition Market by Component
      - 10.2.6.2.3.1 UK Image Recognition Market by Services Type
    - 10.2.6.2.4 UK Image Recognition Market by Application
    - 10.2.6.2.5 UK Image Recognition Market by Technology
  - 10.2.6.3 France Image Recognition Market
    - 10.2.6.3.1 France Image Recognition Market by Deployment Mode
    - 10.2.6.3.2 France Image Recognition Market by Vertical
    - 10.2.6.3.3 France Image Recognition Market by Component
      - 10.2.6.3.3.1 France Image Recognition Market by Services Type
    - 10.2.6.3.4 France Image Recognition Market by Application
    - 10.2.6.3.5 France Image Recognition Market by Technology
  - 10.2.6.4 Russia Image Recognition Market
    - 10.2.6.4.1 Russia Image Recognition Market by Deployment Mode
    - 10.2.6.4.2 Russia Image Recognition Market by Vertical
    - 10.2.6.4.3 Russia Image Recognition Market by Component
      - 10.2.6.4.3.1 Russia Image Recognition Market by Services Type
    - 10.2.6.4.4 Russia Image Recognition Market by Application
    - 10.2.6.4.5 Russia Image Recognition Market by Technology
  - 10.2.6.5 Spain Image Recognition Market
    - 10.2.6.5.1 Spain Image Recognition Market by Deployment Mode
    - 10.2.6.5.2 Spain Image Recognition Market by Vertical
    - 10.2.6.5.3 Spain Image Recognition Market by Component
      - 10.2.6.5.3.1 Spain Image Recognition Market by Services Type
    - 10.2.6.5.4 Spain Image Recognition Market by Application
    - 10.2.6.5.5 Spain Image Recognition Market by Technology
  - 10.2.6.6 Italy Image Recognition Market
    - 10.2.6.6.1 Italy Image Recognition Market by Deployment Mode
    - 10.2.6.6.2 Italy Image Recognition Market by Vertical
    - 10.2.6.6.3 Italy Image Recognition Market by Component
      - 10.2.6.6.3.1 Italy Image Recognition Market by Services Type
    - 10.2.6.6.4 Italy Image Recognition Market by Application
    - 10.2.6.6.5 Italy Image Recognition Market by Technology
  - 10.2.6.7 Rest of Europe Image Recognition Market
    - 10.2.6.7.1 Rest of Europe Image Recognition Market by Deployment Mode
    - 10.2.6.7.2 Rest of Europe Image Recognition Market by Vertical
    - 10.2.6.7.3 Rest of Europe Image Recognition Market by Component
      - 10.2.6.7.3.1 Rest of Europe Image Recognition Market by Services Type
    - 10.2.6.7.4 Rest of Europe Image Recognition Market by Application
    - 10.2.6.7.5 Rest of Europe Image Recognition Market by Technology
10.3 Asia Pacific Image Recognition Market
- 10.3.1 Asia Pacific Image Recognition Market by Deployment Mode
  - 10.3.1.1 Asia Pacific Cloud Market by Country
  - 10.3.1.2 Asia Pacific On-Premise Market by Country
- 10.3.2 Asia Pacific Image Recognition Market by Vertical
  - 10.3.2.1 Asia Pacific BFSI Market by Country
  - 10.3.2.2 Asia Pacific Media & Entertainment Market by Country
  - 10.3.2.3 Asia Pacific Retail & Consumer Goods Market by Country
  - 10.3.2.4 Asia Pacific Telecom & IT Market by Country
  - 10.3.2.5 Asia Pacific Government Market by Country
  - 10.3.2.6 Asia Pacific Healthcare Market by Country
  - 10.3.2.7 Asia Pacific Transportation & Logistics Market by Country
  - 10.3.2.8 Asia Pacific Others Market by Country
- 10.3.3 Asia Pacific Image Recognition Market by Component
  - 10.3.3.1 Asia Pacific Hardware Market by Country
  - 10.3.3.2 Asia Pacific Software Market by Country
  - 10.3.3.3 Asia Pacific Services Market by Country
  - 10.3.3.4 Asia Pacific Image Recognition Market by Services Type
    - 10.3.3.4.1 Asia Pacific Professional Services Market by Country
    - 10.3.3.4.2 Asia Pacific Image Recognition Market by Professional Services Type
      - 10.3.3.4.2.1 Asia Pacific Implementation Market by Country
      - 10.3.3.4.2.2 Asia Pacific Consulting & Training Market by Country
      - 10.3.3.4.2.3 Asia Pacific Support & Maintenance Market by Country
    - 10.3.3.4.3 Asia Pacific Managed Services Market by Country
- 10.3.4 Asia Pacific Image Recognition Market by Application
  - 10.3.4.1 Asia Pacific Scanning & Imaging Market by Country
  - 10.3.4.2 Asia Pacific Security & Surveillance Market by Country
  - 10.3.4.3 Asia Pacific Image Search Market by Country
  - 10.3.4.4 Asia Pacific Marketing & Advertising Market by Country
  - 10.3.4.5 Asia Pacific Others Market by Country
- 10.3.5 Asia Pacific Image Recognition Market by Technology
  - 10.3.5.1 Asia Pacific Code Recognition Market by Country
  - 10.3.5.2 Asia Pacific Digital Image Processing Market by Country
  - 10.3.5.3 Asia Pacific Facial Recognition Market by Country
  - 10.3.5.4 Asia Pacific Object Recognition Market by Country
  - 10.3.5.5 Asia Pacific Pattern Recognition Market by Country
  - 10.3.5.6 Asia Pacific Others Market by Country
- 10.3.6 Asia Pacific Image Recognition Market by Country
  - 10.3.6.1 China Image Recognition Market
    - 10.3.6.1.1 China Image Recognition Market by Deployment Mode
    - 10.3.6.1.2 China Image Recognition Market by Vertical
    - 10.3.6.1.3 China Image Recognition Market by Component
      - 10.3.6.1.3.1 China Image Recognition Market by Services Type
    - 10.3.6.1.4 China Image Recognition Market by Application
    - 10.3.6.1.5 China Image Recognition Market by Technology
  - 10.3.6.2 Japan Image Recognition Market
    - 10.3.6.2.1 Japan Image Recognition Market by Deployment Mode
    - 10.3.6.2.2 Japan Image Recognition Market by Vertical
    - 10.3.6.2.3 Japan Image Recognition Market by Component
      - 10.3.6.2.3.1 Japan Image Recognition Market by Services Type
    - 10.3.6.2.4 Japan Image Recognition Market by Application
    - 10.3.6.2.5 Japan Image Recognition Market by Technology
  - 10.3.6.3 India Image Recognition Market
    - 10.3.6.3.1 India Image Recognition Market by Deployment Mode
    - 10.3.6.3.2 India Image Recognition Market by Vertical
    - 10.3.6.3.3 India Image Recognition Market by Component
      - 10.3.6.3.3.1 India Image Recognition Market by Services Type
    - 10.3.6.3.4 India Image Recognition Market by Application
    - 10.3.6.3.5 India Image Recognition Market by Technology
  - 10.3.6.4 South Korea Image Recognition Market
    - 10.3.6.4.1 South Korea Image Recognition Market by Deployment Mode
    - 10.3.6.4.2 South Korea Image Recognition Market by Vertical
    - 10.3.6.4.3 South Korea Image Recognition Market by Component
      - 10.3.6.4.3.1 South Korea Image Recognition Market by Services Type
    - 10.3.6.4.4 South Korea Image Recognition Market by Application
    - 10.3.6.4.5 South Korea Image Recognition Market by Technology
  - 10.3.6.5 Singapore Image Recognition Market
    - 10.3.6.5.1 Singapore Image Recognition Market by Deployment Mode
    - 10.3.6.5.2 Singapore Image Recognition Market by Vertical
    - 10.3.6.5.3 Singapore Image Recognition Market by Component
      - 10.3.6.5.3.1 Singapore Image Recognition Market by Services Type
    - 10.3.6.5.4 Singapore Image Recognition Market by Application
    - 10.3.6.5.5 Singapore Image Recognition Market by Technology
  - 10.3.6.6 Malaysia Image Recognition Market
    - 10.3.6.6.1 Malaysia Image Recognition Market by Deployment Mode
    - 10.3.6.6.2 Malaysia Image Recognition Market by Vertical
    - 10.3.6.6.3 Malaysia Image Recognition Market by Component
      - 10.3.6.6.3.1 Malaysia Image Recognition Market by Services Type
    - 10.3.6.6.4 Malaysia Image Recognition Market by Application
    - 10.3.6.6.5 Malaysia Image Recognition Market by Technology
  - 10.3.6.7 Rest of Asia Pacific Image Recognition Market
    - 10.3.6.7.1 Rest of Asia Pacific Image Recognition Market by Deployment Mode
    - 10.3.6.7.2 Rest of Asia Pacific Image Recognition Market by Vertical
    - 10.3.6.7.3 Rest of Asia Pacific Image Recognition Market by Component
      - 10.3.6.7.3.1 Rest of Asia Pacific Image Recognition Market by Services Type
    - 10.3.6.7.4 Rest of Asia Pacific Image Recognition Market by Application
    - 10.3.6.7.5 Rest of Asia Pacific Image Recognition Market by Technology
10.4 LAMEA Image Recognition Market
- 10.4.1 LAMEA Image Recognition Market by Deployment Mode
  - 10.4.1.1 LAMEA Cloud Market by Country
  - 10.4.1.2 LAMEA On-Premise Market by Country
- 10.4.2 LAMEA Image Recognition Market by Vertical
  - 10.4.2.1 LAMEA BFSI Market by Country
  - 10.4.2.2 LAMEA Media & Entertainment Market by Country
  - 10.4.2.3 LAMEA Retail & Consumer Goods Market by Country
  - 10.4.2.4 LAMEA Telecom & IT Market by Country
  - 10.4.2.5 LAMEA Government Market by Country
  - 10.4.2.6 LAMEA Healthcare Market by Country
  - 10.4.2.7 LAMEA Transportation & Logistics Market by Country
  - 10.4.2.8 LAMEA Others Market by Country
- 10.4.3 LAMEA Image Recognition Market by Component
  - 10.4.3.1 LAMEA Hardware Market by Country
  - 10.4.3.2 LAMEA Software Market by Country
  - 10.4.3.3 LAMEA Services Market by Country
  - 10.4.3.4 LAMEA Image Recognition Market by Services Type
    - 10.4.3.4.1 LAMEA Professional Services Market by Country
    - 10.4.3.4.2 LAMEA Image Recognition Market by Professional Services Type
      - 10.4.3.4.2.1 LAMEA Implementation Market by Country
      - 10.4.3.4.2.2 LAMEA Consulting & Training Market by Country
      - 10.4.3.4.2.3 LAMEA Support & Maintenance Market by Country
    - 10.4.3.4.3 LAMEA Managed Services Market by Country
- 10.4.4 LAMEA Image Recognition Market by Application
  - 10.4.4.1 LAMEA Scanning & Imaging Market by Country
  - 10.4.4.2 LAMEA Security & Surveillance Market by Country
  - 10.4.4.3 LAMEA Image Search Market by Country
  - 10.4.4.4 LAMEA Marketing & Advertising Market by Country
  - 10.4.4.5 LAMEA Others Market by Country
- 10.4.5 LAMEA Image Recognition Market by Technology
  - 10.4.5.1 LAMEA Code Recognition Market by Country
  - 10.4.5.2 LAMEA Digital Image Processing Market by Country
  - 10.4.5.3 LAMEA Facial Recognition Market by Country
  - 10.4.5.4 LAMEA Object Recognition Market by Country
  - 10.4.5.5 LAMEA Pattern Recognition Market by Country
  - 10.4.5.6 LAMEA Others Market by Country
- 10.4.6 LAMEA Image Recognition Market by Country
  - 10.4.6.1 Brazil Image Recognition Market
    - 10.4.6.1.1 Brazil Image Recognition Market by Deployment Mode
    - 10.4.6.1.2 Brazil Image Recognition Market by Vertical
    - 10.4.6.1.3 Brazil Image Recognition Market by Component
      - 10.4.6.1.3.1 Brazil Image Recognition Market by Services Type
    - 10.4.6.1.4 Brazil Image Recognition Market by Application
    - 10.4.6.1.5 Brazil Image Recognition Market by Technology
  - 10.4.6.2 Argentina Image Recognition Market
    - 10.4.6.2.1 Argentina Image Recognition Market by Deployment Mode
    - 10.4.6.2.2 Argentina Image Recognition Market by Vertical
    - 10.4.6.2.3 Argentina Image Recognition Market by Component
      - 10.4.6.2.3.1 Argentina Image Recognition Market by Services Type
    - 10.4.6.2.4 Argentina Image Recognition Market by Application
    - 10.4.6.2.5 Argentina Image Recognition Market by Technology
  - 10.4.6.3 UAE Image Recognition Market
    - 10.4.6.3.1 UAE Image Recognition Market by Deployment Mode
    - 10.4.6.3.2 UAE Image Recognition Market by Vertical
    - 10.4.6.3.3 UAE Image Recognition Market by Component
      - 10.4.6.3.3.1 UAE Image Recognition Market by Services Type
    - 10.4.6.3.4 UAE Image Recognition Market by Application
    - 10.4.6.3.5 UAE Image Recognition Market by Technology
  - 10.4.6.4 Saudi Arabia Image Recognition Market
    - 10.4.6.4.1 Saudi Arabia Image Recognition Market by Deployment Mode
    - 10.4.6.4.2 Saudi Arabia Image Recognition Market by Vertical
    - 10.4.6.4.3 Saudi Arabia Image Recognition Market by Component
      - 10.4.6.4.3.1 Saudi Arabia Image Recognition Market by Services Type
    - 10.4.6.4.4 Saudi Arabia Image Recognition Market by Application
    - 10.4.6.4.5 Saudi Arabia Image Recognition Market by Technology
  - 10.4.6.5 South Africa Image Recognition Market
    - 10.4.6.5.1 South Africa Image Recognition Market by Deployment Mode
    - 10.4.6.5.2 South Africa Image Recognition Market by Vertical
    - 10.4.6.5.3 South Africa Image Recognition Market by Component
      - 10.4.6.5.3.1 South Africa Image Recognition Market by Services Type
    - 10.4.6.5.4 South Africa Image Recognition Market by Application
    - 10.4.6.5.5 South Africa Image Recognition Market by Technology
  - 10.4.6.6 Nigeria Image Recognition Market
    - 10.4.6.6.1 Nigeria Image Recognition Market by Deployment Mode
    - 10.4.6.6.2 Nigeria Image Recognition Market by Vertical
    - 10.4.6.6.3 Nigeria Image Recognition Market by Component
      - 10.4.6.6.3.1 Nigeria Image Recognition Market by Services Type
    - 10.4.6.6.4 Nigeria Image Recognition Market by Application
    - 10.4.6.6.5 Nigeria Image Recognition Market by Technology
  - 10.4.6.7 Rest of LAMEA Image Recognition Market
    - 10.4.6.7.1 Rest of LAMEA Image Recognition Market by Deployment Mode
    - 10.4.6.7.2 Rest of LAMEA Image Recognition Market by Vertical
    - 10.4.6.7.3 Rest of LAMEA Image Recognition Market by Component
      - 10.4.6.7.3.1 Rest of LAMEA Image Recognition Market by Services Type
    - 10.4.6.7.4 Rest of LAMEA Image Recognition Market by Application
    - 10.4.6.7.5 Rest of LAMEA Image Recognition Market by Technology

Chapter 11. Company Profiles

11.1 Hitachi, Ltd.
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Segmental and Regional Analysis
- 11.1.4 Research & Development Expenses
- 11.1.5 Recent strategies and developments:
  - 11.1.5.1 Product Launches and Product Expansions:
- 11.1.6 SWOT Analysis
11.2 Microsoft Corporation
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Segmental and Regional Analysis
- 11.2.4 Research & Development Expenses
- 11.2.5 Recent strategies and developments:
  - 11.2.5.1 Product Launches and Product Expansions:
- 11.2.6 SWOT Analysis
11.3 NEC Corporation
- 11.3.1 Company Overview
- 11.3.2 Financial Analysis
- 11.3.3 Segmental and Regional Analysis
- 11.3.4 Research & Development Expenses
- 11.3.5 Recent strategies and developments:
  - 11.3.5.1 Partnerships, Collaborations, and Agreements:
- 11.3.6 SWOT Analysis
11.4 Thales Group S.A.
- 11.4.1 Company Overview
- 11.4.2 Financial Analysis
- 11.4.3 Segmental and Regional Analysis
- 11.4.4 Research & Development Expenses
- 11.4.5 Recent strategies and developments:
  - 11.4.5.1 Product Launches and Product Expansions:
- 11.4.6 SWOT Analysis
11.5 3M Company
- 11.5.1 Company Overview
- 11.5.2 Financial Analysis
- 11.5.3 Segmental and Regional Analysis
- 11.5.4 Research & Development Expense
- 11.5.5 SWOT Analysis
11.6 Cognitec Systems GmbH (Salto Systems, S.L.)
- 11.6.1 Company Overview
- 11.6.2 Recent strategies and developments:
  - 11.6.2.1 Product Launches and Product Expansions:
- 11.6.3 SWOT Analysis
11.7 Oracle Corporation
- 11.7.1 Company Overview
- 11.7.2 Financial Analysis
- 11.7.3 Segmental and Regional Analysis
- 11.7.4 Research & Development Expense
- 11.7.5 SWOT Analysis
11.8 Onfido Limited (Entrust Corporation)
- 11.8.1 Company Overview
- 11.8.2 Recent strategies and developments:
  - 11.8.2.1 Partnerships, Collaborations, and Agreements:
- 11.8.3 SWOT Analysis
11.9 Qualcomm Incorporated (Qualcomm Technologies, Inc.)
- 11.9.1 Company Overview
- 11.9.2 Financial Analysis
- 11.9.3 Segmental and Regional Analysis
- 11.9.4 Research & Development Expense
- 11.9.5 SWOT Analysis
11.10. Google LLC (Alphabet Inc.)
- 11.10.1 Company Overview
- 11.10.2 Financial Analysis
- 11.10.3 Segmental and Regional Analysis
- 11.10.4 Research & Development Expense
- 11.10.5 SWOT Analysis

Chapter 12. Winning Imperatives for Image Recognition Market

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