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  1. s

    Data from: SCface - Surveillance Cameras Face Database

    • scface.org
    zip
    Updated May 27, 2009
    + more versions
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    University of Zagreb, Faculty of Electrical Engineering and Computing, Department of Communication and Space Technologies, Video Communications Laboratory (2009). SCface - Surveillance Cameras Face Database [Dataset]. https://www.scface.org/
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    zipAvailable download formats
    Dataset updated
    May 27, 2009
    Dataset authored and provided by
    University of Zagreb, Faculty of Electrical Engineering and Computing, Department of Communication and Space Technologies, Video Communications Laboratory
    Time period covered
    2006
    Description

    SCface is a database of static images of human faces. Images were taken in uncontrolled indoor environment using five video surveillance cameras of various qualities. Database contains 4160 static images (in visible and infrared spectrum) of 130 subjects. Images from different quality cameras mimic the real-world conditions and enable robust face recognition algorithms testing, emphasizing different law enforcement and surveillance use case scenarios.

  2. v

    Global Video Surveillance Storage Market Size By Product, By Deployment, By...

    • verifiedmarketresearch.com
    Updated Feb 15, 2024
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    VERIFIED MARKET RESEARCH (2024). Global Video Surveillance Storage Market Size By Product, By Deployment, By Application, By Geographic Scope And Forecast [Dataset]. https://www.verifiedmarketresearch.com/product/global-video-surveillance-storage-market-size-and-forecast/
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    Dataset updated
    Feb 15, 2024
    Dataset authored and provided by
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2024 - 2030
    Area covered
    Global
    Description

    Video Surveillance Storage Market size was valued at USD 8.78 Billion in 2023 and is projected to reach USD 17.90 Billion by 2030, growing at a CAGR of 12.6% during the forecast period 2024-2030.

    Global Video Surveillance Storage Market Drivers

    The market drivers for theVideo Surveillance Storage Market can be influenced by various factors. These may include:

    Growing Security Concerns: As security concerns increase in a number of industries, including banking, retail, public safety, and transportation, the demand for efficient video surveillance systems is expanding. This fuels the need for storage options that can manage enormous volumes of video data.

    Government Regulations and Compliance Requirements: Governments all over the world are putting strict restrictions on security and surveillance in place, requiring businesses to install cutting-edge surveillance equipment. Organizations are further compelled by compliance obligations to invest in reliable video surveillance storage systems in order to guarantee data accessibility and integrity.

    Technological Developments: The use of sophisticated video surveillance systems is being fueled by developments in artificial intelligence (AI), high-definition (HD) and ultra-HD cameras, and video analytics. Greater volumes of high-resolution video data are produced by these systems, requiring more powerful and capacious storage options.

    Growing Adoption of Cloud-Based Video Surveillance: Because of its scalability, flexibility, and accessibility, cloud-based video surveillance solutions are becoming more and more popular. Cloud-based video surveillance storage solutions are in high demand due to advantages including real-time monitoring, remote access to video feeds, and lower infrastructure costs provided by cloud storage.

    Increasing Requirement for Data Analysis and Retention: Businesses are realizing more and more the utility of video surveillance data for purposes other than security. Forensic analysis, operational insights, and corporate intelligence are all made possible by the use of video data. Video surveillance storage systems that provide long-term data retention, effective retrieval, and powerful analytics capabilities are therefore becoming more and more necessary.

    IoT and smart city development: The need for integrated video surveillance solutions is being driven by the growth of smart cities and the proliferation of Internet of Things (IoT) devices. The management and analysis of video data produced by Internet of Things (IoT) devices and surveillance cameras installed in smart city initiatives depend heavily on video surveillance storage systems.

    Growing Investments in Infrastructure Development: To maintain security and operational effectiveness, infrastructure development projects including smart buildings, transit networks, and vital infrastructure facilities need reliable video surveillance systems. This fuels the need for storage solutions for video monitoring that can meet the demands of substantial infrastructure projects.

    Growing Demand from Emerging Economies: As a result of the fast-paced industrialization, urbanization, and infrastructure development occurring in these countries, there is a greater need for infrastructure related to video surveillance. The market for video surveillance storage is expanding in these areas due to factors such the expanding middle class, rising disposable incomes, and increased security concerns.

  3. Video surveillance market size worldwide 2016-2025

    • statista.com
    Updated Feb 13, 2024
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    Statista (2024). Video surveillance market size worldwide 2016-2025 [Dataset]. https://www.statista.com/statistics/864838/video-surveillance-market-size-worldwide/
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    Dataset updated
    Feb 13, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    As per data from reports, in 2025, the global video surveillance market was projected to reach 74.6 billion U.S. dollars in revenue, an increase from the 45.5 billion U.S. dollars that was anticipated in 2020. The forecast for 2025 values the global video surveillance market at nearly three times the size as it was in 2016.

    Security & Surveillance Technology

    Security surveillance, the act of monitoring a certain activity, place, or person for safety reasons, is a growing market. Technology plays a major role in enhancing security and surveillance capabilities by offering many increasingly technical solutions, such as alarms, access control devices, and video surveillance. In 2023, the video surveillance market is projected to be worth 62.6 billion U.S. dollars, with infrastructure applications forecast to make up over 36 percent of the global market.

    Digital Market Outlook

    The Statista Digital Market Outlook presents up-to-date figures on markets of the digital economy. The comparable key figures are based on extensive analyses of relevant indicators from the areas of society, economy, and technology. Within this, the smart home segment includes security, detailing the sale of devices and services for networked access control and management for buildings and premises. Overall, the smart home security market is forecast to grow to over 30 billion U.S. dollars worldwide by 2023.

  4. P

    COVID-19 Case Surveillance Public Use Data Dataset

    • paperswithcode.com
    • healthdata.gov
    • +6more
    Updated Jan 12, 2021
    + more versions
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    Brian Lee; Brandi Dupervil; Nicholas P. Deputy; Wil Duck; Stephen Soroka; Lyndsay Bottichio; Benjamin Silk; Jason Price; Patricia Sweeney; Jennifer Fuld; Todd Weber; Dan Pollock (2021). COVID-19 Case Surveillance Public Use Data Dataset [Dataset]. https://paperswithcode.com/dataset/covid-19-case-surveillance-public-use-data
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    Dataset updated
    Jan 12, 2021
    Authors
    Brian Lee; Brandi Dupervil; Nicholas P. Deputy; Wil Duck; Stephen Soroka; Lyndsay Bottichio; Benjamin Silk; Jason Price; Patricia Sweeney; Jennifer Fuld; Todd Weber; Dan Pollock
    Description

    This case surveillance public use dataset has 12 elements for all COVID-19 cases shared with CDC and includes demographics, any exposure history, disease severity indicators and outcomes, presence of any underlying medical conditions and risk behaviors, and no geographic data.

  5. H

    Latin American Transnational Surveillance Dataset (LATS)

    • dataverse.harvard.edu
    Updated Jun 14, 2024
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    Matias Spektor; Marcos R. Fernandes; Lucas De Oliveira Paes; Joao Victor Dalla Pola; Vitor Sion (2024). Latin American Transnational Surveillance Dataset (LATS) [Dataset]. http://doi.org/10.7910/DVN/PGHYTY
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    CroissantCroissant is a format for machine-learning datasets. Learn more about this at mlcommons.org/croissant.
    Dataset updated
    Jun 14, 2024
    Dataset provided by
    Harvard Dataverse
    Authors
    Matias Spektor; Marcos R. Fernandes; Lucas De Oliveira Paes; Joao Victor Dalla Pola; Vitor Sion
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Latin America
    Description

    The LATS dataset compiles and systematizes information on dissident networks surveilled by Brazil's autocratic regime between 1966 and 1998. The dataset is based on declassified foreign surveillance reports produced by the regime. LATS records the identities, locations, social ties, and political activism of 17,000 individual targets of transnational surveillance, the vast majority of whom were tracked in neighboring countries across Latin America. Individual names have been pseudo-anonymized and replaced by unique ID. LATS has a multilevel structure with Report-Individual-Connections as the observation units. From each report, we document individuals, their affiliations, countries of birth and residence, and the interactions among them (including locations and dates). This enables LATS to reaggregate data across different units of analysis, facilitating research on multiple questions pertaining to transnational surveillance. LATS can be a key empirical resource for better understanding patterns of transnational surveillance. Transnational surveillance is a powerful tool in the arsenal of autocrats worldwide. Despite its pervasive use in extraterritorial coercion, the systematic study of surveillance of regime opponents beyond national borders remains underdeveloped in Political Science, primarily due to limited data availability. LATS' abundant multilevel data allows for empirical exploration of existing theoretical insights about the motivations, methods, and consequences of transnational surveillance. For a detailed discussion of the dataset, data collection, and potential applications, see Spektor, Matias; Fernandes, Marcos; De Oliveira Paes, Lucas; Dalla Pola, Joao Vitor; and Sion, Victor. "Introducing the Latin American Transnational Surveillance Dataset (LATS)," Journal of Peace Research (2024). Spektor et al. (2024) also leverage social network analysis to showcase potential applications of LATS for testing collective-action theories of transnational political violence.

  6. Not in Traffic Surveillance (NTS)

    • catalog.data.gov
    • data.transportation.gov
    • +2more
    Updated May 1, 2024
    + more versions
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    National Highway Traffic Safety Administration (2024). Not in Traffic Surveillance (NTS) [Dataset]. https://catalog.data.gov/dataset/not-in-traffic-surveillance-nits
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    Dataset updated
    May 1, 2024
    Description

    The Not-in-Traffic Surveillance (NTS) system is a virtual data collection system designed to provide counts and details regarding fatalities and injuries that occur in non-traffic crashes and in non-crash incidents. NiTS non-traffic crash data is obtained through NHTSA's National Automotive Sampling System, General Estimates System (NASS GES) and the Fatality Analysis Reporting System (FARS). NiTS non-crash injury data is based upon emergency department records from a special study conducted by the Consumer Product Safety Commission's National Electronic Injury Surveillance System (NEISS) All Injury Program. NiTS non-crash fatality data is derived from death certificate information from the Centers for Disease Control's National Vital Statistics System.

  7. North America Video Surveillance Systems Market Size & Share Analysis -...

    • mordorintelligence.com
    pdf,excel,csv,ppt
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    Mordor Intelligence, North America Video Surveillance Systems Market Size & Share Analysis - Industry Research Report - Growth Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/north-america-video-surveillance-systems-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    North America
    Description

    The North America Video Surveillance Systems Market is Segmented By Component (Hardware, Software, Video as a Service), End-User (Commercial, Infrastructure, Institutional, Industrial, Defense, Residential), and By Country (the US and Canada)

  8. c

    The global Homeland Security Surveillance Camera Market size will be USD...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Jan 15, 2025
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    Cognitive Market Research (2025). The global Homeland Security Surveillance Camera Market size will be USD 581421.5 million in 2024. [Dataset]. https://www.cognitivemarketresearch.com/homeland-security-surveillance-camera-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 15, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global Homeland Security Surveillance Camera Market size will be USD 581421.5 million in 2024. It will expand at a compound annual growth rate (CAGR) of 6.20% from 2024 to 2031.

    North America held the major market share for more than 40% of the global revenue with a market size of USD 232568.60 million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.4% from 2024 to 2031.
    Europe accounted for a market share of over 30% of the global revenue with a market size of USD 174426.45 million.
    Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 133726.95 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.2% from 2024 to 2031.
    Latin America had a market share of more than 5% of the global revenue with a market size of USD 29071.08 million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.6% from 2024 to 2031.
    Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 11628.43 million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.9% from 2024 to 2031.
    The Integrated video camera category is the fastest growing segment of the homeland security surveillance cameras industry
    

    Market Dynamics of Homeland Security Surveillance Camera Market

    Key Drivers for Homeland Security Surveillance Camera Market

    Government efforts to protect the country against civil wars and cross-border conflicts to Boost Market Growth

    Government efforts to improve national security and guard against international conflicts and civil unrest are major factors propelling the market for homeland security surveillance cameras. Advanced surveillance technologies are being heavily invested in by governments around the world in reaction to terrorism, illegal border operations, and rising geopolitical tensions. At ports, borders, and other sensitive areas, high-resolution cameras with capabilities like motion detection, night vision, and real-time monitoring are being installed to bolster security and discourage illegal activity. Authorities have also adopted sophisticated surveillance technology, such as facial recognition and AI-powered analytics for crowd monitoring and event prediction, in response to rising civil unrest and internal security risks. The use of advanced surveillance cameras to protect public safety and national integrity is fueled by government financing and regulations that modernize homeland security infrastructure.

    Rising cases of smuggling and trafficking to Drive Market Growth

    Trafficking and smuggling are major contributors to international criminal activity. The world's fastest-growing anti-social threat is trafficking and smuggling, which includes illegal immigration, drug trafficking, and human trafficking. The economic crisis in Asia, the ongoing wars in Iraq, Afghanistan, and Pakistan, as well as the protracted poverty in many countries, such as Paraguay, Namibia, Botswana, Mozambique, and Uruguay, have all contributed to the startling rise in immigration from these countries. Because the products and services available in the market help identify and combat this threat, the market for global homeland security is expected to grow as a result of the dramatic spike in human trafficking instances.

    Restraint Factor for the Homeland Security Surveillance Camera Market

    High expenses associated with maintaining homeland security, will Limit Market Growth

    Expensive products, services, and technology provided to different homeland security agencies are expected to limit market growth. The adoption of homeland security services is slower in areas like the Asia-Pacific and the Middle East because of the high cost of goods and services and the relatively low government investment. These technologies also come with comparatively significant installation expenses. The cost of maintaining homeland security is increased because a sizable amount of funds, personnel, and equipment must be allocated for homeland security resources. Due to the high cost of goods and services, including sophisticated real-time video analytics systems, high-end cybersecurity devices, and expensive x-ray and explosive detection equipment, the public and private sectors have invested less in and implemented more expensive security surveillance systems.

    Impact of Covid-19 on the Homeland Security...

  9. Homeland Security Surveillance Camera Market Analysis North America, Europe,...

    • technavio.com
    Updated Jan 15, 2024
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    Technavio (2024). Homeland Security Surveillance Camera Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, China, India, UK, Germany - Size and Forecast 2024-2028 [Dataset]. https://www.technavio.com/report/homeland-security-surveillance-camera-market-industry-analysis
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    Dataset updated
    Jan 15, 2024
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global, United States
    Description

    Snapshot img

    Homeland Security Surveillance Camera Market Size 2024-2028

    The homeland security surveillance camera market size is forecast to increase by USD 5.13 billion at a CAGR of 8.71% between 2023 and 2028.

    The market is witnessing significant growth due to increasing concerns for public safety and security. One of the key trends influencing the market is the growing focus on strategic alliances between government agencies and technology providers to enhance the capabilities of surveillance and security systems. 
    However, privacy concerns remain a major challenge, as the use of security cameras in public places raises debates around individual privacy and civil liberties. Another factor driving the market is the need for advanced technology to address issues related to video analytics and data management. Overall, the market is expected to continue its growth trajectory, driven by the need for effective security measures and technological advancements.
    

    What will be the Size of the Homeland Security Surveillance Camera Market During the Forecast Period?

    Request Free Sample

    The market is experiencing significant growth due to the increasing demand for advanced security solutions to ensure public safety and national security. Sensors, a crucial component of these systems, employ motion estimation (ME) and co-processors for real-time video streaming and high-efficiency video coding for cost reduction and improved transmission data rates. Hardware implementation of ME and video compression techniques, such as H.265 and H.264, enhance video quality while reducing computational tasks. 
    Smart cities and traffic management systems are major applications driving market expansion, with video encoding and transmission playing essential roles in smart traffic and multimedia data storage. The integration of edge-fog-cloud architecture in homeland security systems enables real-time video streaming, enabling quicker response to potential threats, including terrorism and crime prevention.
    The market also prioritizes low-cost solutions, making it accessible to various organizations and institutions. Performance evaluation and forensic evidence collection are critical aspects of security applications, ensuring the effectiveness of these systems. Overall, the market continues to evolve, focusing on innovation and cost reduction while maintaining the highest standards of security and video quality.
    

    How is this Homeland Security Surveillance Camera Industry segmented and which is the largest segment?

    The homeland security surveillance camera industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

    Application
    
      Infrastructure security
      Border security
      Public protection
    
    
    Type
    
      Audio video camera
      Integrated video camera
      Infrared camera
      Internet protocol (IP) camera
    
    
    Geography
    
      North America
    
        US
    
    
      Europe
    
        Germany
        UK
    
    
      APAC
    
        China
        India
    
    
      South America
    
    
    
      Middle East and Africa
    

    By Application Insights

    The infrastructure security segment is estimated to witness significant growth during the forecast period.
    

    Homeland security departments worldwide invest heavily in surveillance camera systems to safeguard critical infrastructure and public spaces from potential threats. The global security landscape has witnessed an escalating trend due to the rise in terrorism, national security concerns, and emergency preparedness. This necessitates the deployment of advanced surveillance technologies, such as motion estimation (ME) co-processors, high-efficiency video coding, and hardware implementation, to ensure real-time video streaming, smart traffic management, and multimedia data storage. Intelligent video analytics, including facial recognition and thermal imaging, along with artificial intelligence, enable effective crime prevention, terrorism mitigation, and forensic evidence collection. The market for homeland security surveillance cameras is expected to grow significantly due to the increasing demand for cost reduction, improved surveillance coverage, and edge-fog-cloud architecture. This expansion is driven by federal grants, information sharing, and performance evaluation among federal and intelligence agencies, border security, bio-defense, transportation security, and biological threats.

    Get a glance at the Homeland Security Surveillance Camera Industry report of share of various segments Request Free Sample

    The Infrastructure security segment was valued at USD 2.80 billion in 2018 and showed a gradual increase during the forecast period.

    Regional Analysis

    North America is estimated to contribute 40% to the growth of the global market during the forecast period.
    

    Technavio's analysts have elaborat

  10. e

    Camera areas

    • data.europa.eu
    csv, html, wfs
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    Camera areas [Dataset]. https://data.europa.eu/data/datasets/tqdi9wr-xugg2a
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    html, wfs, csvAvailable download formats
    License

    Public Domain Mark 1.0https://creativecommons.org/publicdomain/mark/1.0/
    License information was derived automatically

    Description

    In order to increase safety and combat the nuisance in public space, the municipality can take a number of measures, including the use of camera surveillance. The areas where camera surveillance is now deployed are included in this dataset. Camera surveillance has a high level of support among citizens and entrepreneurs in Amsterdam. Victims of robbery and burglaries call for camera surveillance and therefore feel much safer. Camera surveillance is customisation. Not only does the commitment require a keen eye for the seriousness of the problem (proportionality) and to what extent the desired result can be achieved with other instruments (subsidiarity), privacy and the use of financial resources require sharp choices. There is a careful assessment of whether the use of camera surveillance in an area is necessary. The mayor decides to use camera surveillance in an area for a certain period of time.

  11. R

    Data from: Image Processing Based Traffic Surveillance Dataset

    • universe.roboflow.com
    zip
    Updated Apr 20, 2024
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    MajorProject (2024). Image Processing Based Traffic Surveillance Dataset [Dataset]. https://universe.roboflow.com/majorproject-xn5ch/image-processing-based-traffic-surveillance/dataset/14
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    zipAvailable download formats
    Dataset updated
    Apr 20, 2024
    Dataset authored and provided by
    MajorProject
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Helmet Bounding Boxes
    Description

    Image Processing Based Traffic Surveillance

    ## Overview
    
    Image Processing Based Traffic Surveillance is a dataset for object detection tasks - it contains Helmet annotations for 2,279 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  12. D

    Consumer Video Surveillance Market Research Report 2032

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 22, 2024
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    Dataintelo (2024). Consumer Video Surveillance Market Research Report 2032 [Dataset]. https://dataintelo.com/report/consumer-video-surveillance-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Sep 22, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Consumer Video Surveillance Market Outlook




    The global consumer video surveillance market size is projected to expand from USD 6.5 billion in 2023 to USD 15 billion by 2032, showcasing a robust compound annual growth rate (CAGR) of 9.5%. This burgeoning growth is driven by the increasing demand for security and surveillance systems in residential and small business environments. The upsurge in smart home technologies, coupled with growing concerns regarding safety and security, is propelling the market forward.




    One of the primary growth factors for the consumer video surveillance market is the rapid advancement in technology, leading to the development of more sophisticated and user-friendly systems. High-definition (HD) and Ultra HD (UHD) cameras have become more affordable, making them accessible to a broader consumer base. Additionally, the integration of artificial intelligence (AI) and machine learning (ML) into surveillance systems enhances their functionality, allowing for features such as facial recognition, motion detection, and real-time alerts. These technological advancements significantly improve the efficacy of surveillance systems, thus driving their adoption.




    Another crucial driver is the rising awareness and concerns over personal and property security. As crime rates fluctuate globally, there is an increasing need among consumers to safeguard their homes and businesses. This has led to a surge in demand for reliable and efficient surveillance solutions. The proliferation of e-commerce platforms has also simplified access to a variety of video surveillance products, further boosting market growth. Moreover, government initiatives to promote public safety and security are indirectly influencing the consumer segment, as more individuals take proactive steps to enhance their personal security measures.




    The increasing trend towards smart home integration is also playing a pivotal role in market expansion. Consumers are increasingly adopting smart home devices that can be controlled via smartphones and other connected devices. Modern video surveillance systems that easily integrate with these smart home ecosystems are witnessing higher adoption rates. The convenience of monitoring one's property remotely through mobile applications and receiving instant notifications is an attractive proposition for consumers, which continues to fuel market growth.




    Regionally, North America currently dominates the consumer video surveillance market, followed closely by Asia Pacific. The developed economies of North America, with their high disposable incomes, advanced technological infrastructure, and higher awareness levels, are contributing significantly to market growth. However, the Asia Pacific region is expected to witness the fastest growth during the forecast period, driven by rapid urbanization, increasing crime rates, and growing adoption of smart home technologies. Countries like China and India are leading this regional growth due to their large populations and rising middle-class incomes.



    Cameras Analysis




    The camera segment is a cornerstone of the consumer video surveillance market, encompassing a diverse array of products ranging from basic analog cameras to advanced IP-based solutions. High-definition (HD) and Ultra HD (UHD) cameras are increasingly becoming the norm, driven by consumer demand for clearer and more detailed footage. The affordability of these high-resolution cameras has significantly improved, making them accessible to a broader audience. Innovations such as night vision, wide-angle lenses, and weather-resistant designs have further enhanced the appeal and functionality of consumer surveillance cameras.




    The integration of artificial intelligence (AI) and machine learning (ML) technologies into cameras is revolutionizing the market. AI-powered cameras can perform tasks such as facial recognition, motion detection, and automatic alerts, significantly enhancing the security capabilities of these devices. These smart cameras can differentiate between humans, animals, and inanimate objects, reducing the number of false alarms and providing more accurate surveillance. As AI and ML technologies continue to evolve, their integration into consumer surveillance cameras is expected to deepen, offering even more advanced features and improved user experiences.




    Wireless cameras are gaining popularity due to their ease of installa

  13. D

    Melt Pool Surveillance Camera Market Research Report 2032

    • dataintelo.com
    csv, pdf, pptx
    Updated Oct 16, 2024
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    Dataintelo (2024). Melt Pool Surveillance Camera Market Research Report 2032 [Dataset]. https://dataintelo.com/report/melt-pool-surveillance-camera-market
    Explore at:
    csv, pdf, pptxAvailable download formats
    Dataset updated
    Oct 16, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Melt Pool Surveillance Camera Market Outlook



    The global melt pool surveillance camera market size was estimated at USD 150 million in 2023 and is projected to reach USD 450 million by 2032, expanding at a CAGR of 12.5% during the forecast period. This robust growth is driven by several factors including advancements in additive manufacturing technologies, the rising demand for precision and quality control in metalworking processes, and the increased adoption of Industry 4.0 standards.



    One of the primary growth drivers for the melt pool surveillance camera market is the ongoing advancements in additive manufacturing technologies. As industries continue to explore and adopt 3D printing and other forms of additive manufacturing, the need for high-precision monitoring tools such as melt pool surveillance cameras has risen significantly. These cameras provide real-time insights into the melt pool dynamics, enabling better quality control and reducing the risk of defects, which is crucial for sectors such as aerospace, automotive, and healthcare where precision is paramount.



    Another significant growth factor is the rising demand for precision and quality control in various metalworking processes. In industries such as aerospace and defense, automotive, and industrial manufacturing, the importance of maintaining tight tolerances and high-quality standards cannot be overstated. Melt pool surveillance cameras offer a reliable solution for monitoring the critical parameters of metalwork processes, helping to ensure adherence to stringent quality requirements and thereby reducing waste, rework, and production costs.



    The integration of Industry 4.0 standards and the growing trend of smart manufacturing are also key drivers for the melt pool surveillance camera market. The advent of the Industrial Internet of Things (IIoT) has led to the adoption of intelligent systems capable of real-time data collection and analysis. Melt pool surveillance cameras, integrated with advanced analytics and machine learning algorithms, provide manufacturers with actionable insights, allowing for predictive maintenance, process optimization, and enhanced productivity. This technological shift is expected to further propel market growth in the coming years.



    Regionally, North America is expected to hold a significant share of the market due to the early adoption of advanced manufacturing technologies and the presence of a robust industrial base. Europe is also anticipated to witness substantial growth, driven by stringent quality standards and a strong focus on innovation and R&D activities. Meanwhile, the Asia Pacific region is likely to emerge as the fastest-growing market, supported by rapid industrialization, favorable government policies, and increasing investments in smart manufacturing initiatives.



    Component Analysis



    The melt pool surveillance camera market can be segmented by component into hardware, software, and services. The hardware segment encompasses the physical components of the surveillance camera, including sensors, lenses, and other optical elements. This segment is anticipated to dominate the market owing to the critical role of high-quality hardware in capturing precise and accurate melt pool images. Continuous advancements in sensor technology and optics are expected to drive the demand for superior hardware components.



    The software segment includes the various programs and applications used to process, analyze, and interpret the data captured by the surveillance cameras. As the market evolves, there is a growing emphasis on sophisticated software solutions that leverage artificial intelligence (AI) and machine learning (ML) to provide deeper insights into melt pool dynamics. These advanced software tools enable real-time monitoring, predictive analytics, and automated decision-making, thereby enhancing the overall efficiency and reliability of metalworking processes.



    Services form the third key component of the melt pool surveillance camera market. This segment covers installation, maintenance, training, and support services that ensure the effective deployment and operation of surveillance systems. With the increasing complexity of surveillance technology, the demand for specialized services is on the rise. Companies are focusing on providing comprehensive service packages that include not only installation and periodic maintenance but also continuous training and support to ensure the optimum performance of their surveillance systems.



    Furthermore, an integrated approach combining hardwa

  14. Video Surveillance Market Analysis APAC, North America, Europe, Middle East...

    • technavio.com
    Updated Feb 27, 2025
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    Technavio (2025). Video Surveillance Market Analysis APAC, North America, Europe, Middle East and Africa, South America - US, China, Japan, India, South Korea, Canada, UK, Australia, Germany, France - Size and Forecast 2025-2029 [Dataset]. https://www.technavio.com/report/video-surveillance-market-industry-analysis
    Explore at:
    Dataset updated
    Feb 27, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Global
    Description

    Snapshot img

    Video Surveillance Market Size 2025-2029

    The video surveillance market size is forecast to increase by USD 44.18 billion at a CAGR of 11.5% between 2024 and 2029.

    The market is experiencing significant growth due to the increasing need to enhance security measures in various sectors, including smart cities and home security systems. Key technologies driving market expansion include facial recognition, data protection, and business intelligence derived from AI-powered and machine learning capabilities. IP cameras and monitors, along with video analytics, are essential components of modern video surveillance systems. The adoption of wireless routers and network cameras facilitates seamless installation and remote access. However, privacy concerns and the need for strong data protection remain challenges that market participants must address. As the market continues to evolve, advancements in video analytics and AI-based solutions will further enhance the capabilities of video surveillance systems.
    

    What will be the Size of the Market During the Forecast Period?

    Request Free Sample

    The market encompasses the production and deployment of technologies used for continuous monitoring of areas and activities. This market is driven by escalating security concerns across various sectors, including smart city initiatives, business intelligence, and regulatory requirements. Advancements in technology, such as AI-powered video, remote monitoring, and real-time access, have transformed the industry, enabling more efficient and effective surveillance. Integration of video surveillance with access control systems and machine learning capabilities, including object recognition and human operators, enhances security and operational efficiency. Potential threats, such as fugitives, terrorism, and crime, further fuel market growth. The market spans various industries, including healthcare organizations, transportation infrastructure, corporate houses, educational institutes, buildings, and critical infrastructure.
    IP surveillance, characterized by digital transmission of video data, has replaced traditional analog formats, with IP security cameras and wireless connectivity gaining popularity. Applications extend beyond security, with use cases in sectors like departmental stores, food chains, malls, factories, and workshops. The market is expected to continue growing, driven by technological advancements and the increasing need for enhanced security measures.
    

    How is this Industry segmented and which is the largest segment?

    The industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Product
    
      Hardware
      Software
      Services
    
    
    End-user
    
      Public
      Commercial
      Residential
    
    
    Type
    
      IP video system
      Analog video system
    
    
    Geography
    
      APAC
    
        China
        India
        Japan
        South Korea
    
    
      North America
    
        Canada
        US
    
    
      Europe
    
        Germany
        UK
        France
    
    
      Middle East and Africa
    
    
    
      South America
    

    By Product Insights

    The hardware segment is estimated to witness significant growth during the forecast period.
    

    The market encompasses IP cameras, network video recorders (NVR), storage devices, video encoders, and network infrastructure. The core component is the IP camera, integrating camera functionality and computer capabilities within a networked infrastructure. These cameras, featuring a lens, image sensor, memory, and processors, can be accessed remotely via their unique IP addresses. Processors enable image processing, compression, networking, and storage capabilities. IP cameras offer flexibility, transmitting data efficiently to designated monitors via IP networks. Regulatory requirements, privacy regulations, potential threats, and data breaches are significant concerns. Smart city initiatives, business intelligence, and real-time access drive market growth. Advancements in technology include AI-powered video, machine learning, computer vision, object recognition, behavior analysis, and advanced video analytics.

    Get a glance at the market report of share of various segments Request Free Sample

    The hardware segment was valued at USD 19.15 billion in 2019 and showed a gradual increase during the forecast period.

    Regional Analysis

    APAC is estimated to contribute 49% to the growth of the global market during the forecast period.
    

    Technavio's analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

    For more insights on the market size of various regions, Request Free Sample

    The market in APAC is experiencing significant growth due to urbanization, industrialization, and increasing security concerns. China and India, in particular, are driving market expansion wit

  15. m

    Injury Surveillance Program

    • mass.gov
    Updated Mar 31, 2018
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    Bureau of Community Health and Prevention (2018). Injury Surveillance Program [Dataset]. https://www.mass.gov/injury-surveillance-program
    Explore at:
    Dataset updated
    Mar 31, 2018
    Dataset provided by
    Bureau of Community Health and Prevention
    Department of Public Health
    Division of Violence and Injury Prevention
    Area covered
    Massachusetts
    Description

    The Injury Surveillance Program gathers, analyzes, and interprets data on injuries in Massachusetts. This data is used to monitor injury trends, identify populations that are most impacted, guide programs and policy development.

  16. Video Surveillance Systems in the US - Market Research Report (2015-2030)

    • ibisworld.com
    Updated Sep 11, 2024
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    IBISWorld (2024). Video Surveillance Systems in the US - Market Research Report (2015-2030) [Dataset]. https://www.ibisworld.com/united-states/industry/video-surveillance-systems/6582
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    Dataset updated
    Sep 11, 2024
    Dataset authored and provided by
    IBISWorld
    Time period covered
    2014 - 2029
    Area covered
    United States
    Description

    The industry is booming, thanks to continual advancements in surveillance technology. This leap towards intelligent surveillance systems powered by AI and machine learning has bolstered security and sparked client interest, unlocking new value-added services for providers and driving market growth. Despite falling crime rates in key areas, the fear of crime has been high, fueling investment in surveillance solutions by commercial and residential clients. Both the public and private sectors have poured resources into advanced systems to enhance safety in urban areas, schools, airports and retail spaces. As a result, industry revenue is forecast to grow at a CAGR of 10.6%, reaching $16.7 billion over the five years to 2024, including a projected rise of 11.5% in 2024 alone. AI-powered surveillance has been a game-changer, enabling real-time threat detection, facial recognition and behavioral analysis, all while minimizing manual intervention and boosting response times. Machine learning and deep learning algorithms now process vast amounts of video data, offering actionable insights and predictive analytics. Leading companies will, therefore, look to snap up innovative startups to broaden their capabilities and scale solutions while the industry’s profitability will continue to attract new entrants. Looking ahead, the industry is poised for continued growth, with revenue expected to expand at a CAGR of 6.2% over the five years 2029, reaching an estimated $22.6 billion. The focus will remain on innovative solutions, including AI-powered analytics and cloud-based storage, as commercial, residential and government clients look to integrate these advanced systems into everything from smart homes to government priorities like border security. As businesses consistently invest in video surveillance, industry giants will ramp up efforts to cut costs and simplify access to advanced technologies, making top-tier security solutions available to clients far and wide.

  17. Europe Video Surveillance Market - Size, Share & Trends

    • mordorintelligence.com
    pdf,excel,csv,ppt
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    Mordor Intelligence, Europe Video Surveillance Market - Size, Share & Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/europe-video-surveillance-systems-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    Europe
    Description

    The Report Covers Europe Video Surveillance as a Service Market Growth and it is Segmented by Component (Hardware, Software, Video as a Service), by End-User (Commercial, Infrastructure, Institutional, Industrial, Defense, Residential) and by Country (United Kingdom, Germany, France, Italy, Rest of Europe)

  18. S

    Security & Surveillance Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Jan 29, 2025
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    AMA Research & Media LLP (2025). Security & Surveillance Report [Dataset]. https://www.archivemarketresearch.com/reports/security-surveillance-183333
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Jan 29, 2025
    Dataset provided by
    AMA Research & Media LLP
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    Market Size and Dynamics: The global security and surveillance market is projected to reach a staggering $34020 million by 2033, exhibiting a robust CAGR of 8.3% over the forecast period. This growth is driven by several factors, including increasing crime rates, advancements in technology such as AI and cloud-based services, and rising demand for surveillance solutions in residential, commercial, and public sectors. The dominance of North America, Europe, and Asia-Pacific regions account for a significant share of the market, while developing economies are expected to witness substantial growth in the coming years. Key Trends and Segments: One of the key trends in the security and surveillance market is the adoption of intelligent security systems that leverage artificial intelligence algorithms for facial recognition, object detection, and video analytics. This has enhanced the accuracy and efficiency of surveillance systems. Additionally, the integration of cloud-based services has enabled remote monitoring and management of surveillance systems, providing greater flexibility and scalability. The market is segmented into various types of security equipment, such as security cameras, DVRs, and NVRs, and applications, including residential use, commercial use, and public infrastructure.

  19. m

    Homeland Security Surveillance Camera Market Size | 2032

    • market.us
    csv, pdf
    Updated Aug 10, 2023
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    Market.us (2023). Homeland Security Surveillance Camera Market Size | 2032 [Dataset]. https://market.us/report/homeland-security-surveillance-camera-market/
    Explore at:
    csv, pdfAvailable download formats
    Dataset updated
    Aug 10, 2023
    Dataset provided by
    Market.us
    License

    https://market.us/privacy-policy/https://market.us/privacy-policy/

    Time period covered
    2022 - 2032
    Area covered
    Global
    Description

    The Homeland Security Surveillance Camera Market size is expected to be worth around USD 12302.77 mn by 2032, growing at a CAGR of 7.70%

  20. V

    Video Surveillance Market Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Mar 18, 2025
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    Market Report Analytics (2025). Video Surveillance Market Report [Dataset]. https://www.marketreportanalytics.com/reports/video-surveillance-market-10407
    Explore at:
    pdf, ppt, docAvailable download formats
    Dataset updated
    Mar 18, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The global video surveillance market, valued at $55.79 billion in 2025, is experiencing robust growth, projected to expand at a compound annual growth rate (CAGR) of 10.71% from 2025 to 2033. This expansion is driven by several key factors. Increasing concerns about security and safety in both public and private spaces are fueling demand for advanced surveillance solutions. The proliferation of smart cities initiatives, coupled with the rising adoption of Internet of Things (IoT) devices, creates a vast network of interconnected surveillance systems. Technological advancements, such as the development of higher-resolution cameras, AI-powered analytics (including facial recognition and object detection), and cloud-based storage solutions, are enhancing the capabilities and efficiency of video surveillance systems, further stimulating market growth. Furthermore, the increasing affordability of these technologies is making them accessible to a broader range of users, across residential, commercial, and public sectors. Competitive pressures among established players and new entrants are also driving innovation and price reductions. The market segmentation reveals a diverse landscape, with hardware, software, and services playing crucial roles, catering to various end-users across different geographic regions. North America and Europe currently hold significant market shares, although the Asia-Pacific region is poised for rapid growth due to its expanding urban populations and increasing investment in infrastructure projects. Market restraints include concerns about data privacy and ethical implications related to the use of facial recognition and other advanced surveillance technologies. Regulatory hurdles and stringent data protection laws in certain regions can also impede market growth. However, the increasing adoption of cybersecurity measures and the development of more responsible AI algorithms are addressing these concerns. The diverse regional landscape demonstrates varying levels of adoption, with growth potential across emerging markets like those in the Middle East and Africa, driven by government investments and the need to improve security infrastructure. The competitive dynamics are shaped by both large multinational corporations and specialized technology providers, each offering unique solutions and catering to specific market segments. This competitive intensity drives innovation and ensures the continuous evolution of video surveillance technologies.

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University of Zagreb, Faculty of Electrical Engineering and Computing, Department of Communication and Space Technologies, Video Communications Laboratory (2009). SCface - Surveillance Cameras Face Database [Dataset]. https://www.scface.org/

Data from: SCface - Surveillance Cameras Face Database

Related Article
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36 scholarly articles cite this dataset (View in Google Scholar)
zipAvailable download formats
Dataset updated
May 27, 2009
Dataset authored and provided by
University of Zagreb, Faculty of Electrical Engineering and Computing, Department of Communication and Space Technologies, Video Communications Laboratory
Time period covered
2006
Description

SCface is a database of static images of human faces. Images were taken in uncontrolled indoor environment using five video surveillance cameras of various qualities. Database contains 4160 static images (in visible and infrared spectrum) of 130 subjects. Images from different quality cameras mimic the real-world conditions and enable robust face recognition algorithms testing, emphasizing different law enforcement and surveillance use case scenarios.