Enhanced computer vision applications with blockchain: A review of applications and opportunities

被引:4
作者
Ottakath, Najmath [1 ]
Al -Ali, Abdulla [1 ]
Al-Maadeed, Somaya [1 ]
Elharrouss, Omar [1 ]
Mohamed, Amr [1 ]
机构
[1] Qatar Univ, Dept Comp Sci & Engn, Doha, Qatar
关键词
Blockchain; Computer Vision; Video surveillance; Video integrity; Video and image sharing; Privacy; SENSOR NETWORKS; INTERNET; SYSTEMS; STORAGE; SCHEME; CHALLENGES; FRAMEWORK; IOT;
D O I
10.1016/j.jksuci.2023.101801
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Videos and image processing have significantly transformed computer vision, enabling computers to analyse, and manipulate visual data. The proliferation of cameras and IR equipment has facilitated the collection of valuable information about individuals and their surroundings. These technologies find applications in various domains, ranging from biometric entry cards and high-security clearances to surveillance. These applications form part of the Internet of Things (IoT), forming a centralized network. However, the proliferation of data and its sharing brings challenges related to security, privacy, and storage. Interactions with third-party systems may introduce vulnerabilities. To address these issues, researchers in computer vision have explored the integration of blockchain technology into various applications. This paper presents a comprehensive survey of blockchain applications in computer vision, focusing on image and video data sharing, video surveillance, biometrics, and video integrity protection. The aim is to explore how the blockchain can enhance the security, privacy, and authentication of them. It also discusses tools and techniques employed at the edge to achieve these objectives while highlighting opportunities for further improvements. Overall, this review provides insights into the integration of blockchain and computer vision, advancements, challenges, and future directions in leveraging image and video data in a blockchain-enabled environment.
引用
收藏
页数:25
相关论文
共 146 条
[1]   RETRACTED: An AI-Enabled Internet of Things Based Autism Care System for Improving Cognitive Ability of Children with Autism Spectrum Disorders (Retracted Article) [J].
Abdel Hameed, Mohamed ;
Hassaballah, M. ;
Hosney, Mosa E. ;
Alqahtani, Abdullah .
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
[2]  
Abdelwahed I.M., 2020, Int. J. Comput. Appl., V975, P8887
[3]  
Abuhashim Alkhansaa, 2020, IEEE SYMP COMP COMMU, P1020, DOI [10.1109/ISCC50000.2020.9219622, DOI 10.1109/iscc50000.2020.9219622]
[4]   Computer vision algorithms acceleration using graphic processors NVIDIA CUDA [J].
Afif, Mouna ;
Said, Yahia ;
Atri, Mohamed .
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2020, 23 (04) :3335-3347
[5]   From Blockchain to Internet-Based Voting [J].
Akbari, Elham ;
Wu, Qing ;
Zhao, Wenbing ;
Arabnia, Hamid R. ;
Yang, Mary Qu .
PROCEEDINGS 2017 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2017, :218-221
[6]  
Al-Sahan Lina, 2020, 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT), P104, DOI 10.1109/ICIoT48696.2020.9089523
[7]   GASOL: Gas Analysis and Optimization for Ethereum Smart Contracts [J].
Albert, Elvira ;
Correas, Jesus ;
Gordillo, Pablo ;
Roman-Diez, Guillermo ;
Rubio, Albert .
TOOLS AND ALGORITHMS FOR THE CONSTRUCTION AND ANALYSIS OF SYSTEMS, PT II, TACAS 2020, 2020, 12079 :118-125
[8]  
Andreev R., 2018, Intellekt Sist Proizv, V16, P11, DOI DOI 10.22213/2410
[9]  
Anita N, 2019, INT CONF COMPUT, DOI 10.1109/icccnt45670.2019.8944615
[10]  
[Anonymous], 2011, Introduction to Biometrics