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Research Article
Object Recognition from Video Using Yolo Algorithm
Dr.L.Malathi1
Pooja.R2
Sasipriya.B3
Sushma.P4
Susmitha.R5
1Professor, Computer Science and Engineering, Vivekanandha College of Engineering for Women, Tiruchengode, Namakkal, Tamilnadu, India. 2345Student, Computer Science and Engineering, Vivekanandha College Of Engineering For Women, Tiruchengode, Namakkal, Tamilnadu, India.
Published Online: July-August 2022
Pages: 67-72
Cite this article
No DOIReferences
[1] Object Detection through Modified YOLO Neural Network,Tanvir Ahmad, Yinglong Ma, Muhammad Yahya,Belal Ahmad,Shah
Nazir,and Amin ul Haq, 2020.
[2] Visual Object Detection and Tracking using YOLO and SORT,Akansha Bathija M.Tech Student, Dept of Computer Engineering K J
Somaiya College of Engineering Mumbai, Maharashtra, India,2019.
[3] A Practice for Object Detection Using YOLO Algorithm, Dr. Suwarna Gothane, Associate Professor, Department of ComputerScience and Engineering, CMR Technical Campus, Hyderabad, Telangana, India,April 2021,In DOI:10.32628/CSEIT217249
[4] https://medium.com/@venkatakrishna.jonnalagadda/object-detection-yolo-v1-v2-v3-c3d5eca2312a,2019.
[5] https://towardsdatascience.com/yolo-v4-or-yolo-v5-or-pp-yolo-dad8e40f7109,Chamidu Supeshala,2020.
[6] https://towardsdatascience.com/yolo-v3-object-detection-53fb7d3bfe6b,Ayoosh Kathuria, 2018
[7] https://ai-pool.com/a/s/yolov3-and-yolov4-in-object-detection,2021.
[8] https://towardsai.net/p/computer-vision/yolo-v5%E2%80%8A-%E2%80%8Aexplained- and-demystified,MihirRajput,2020.
[9] Real Time Video Analytics For Object Detecting And Face Identification Using Deep Learning(2019). Shrikant jagannath patro,
Nisha V M.
[10] Survey Of Video Based Small Target Detection (2021), Ying Liu,LuyaoGeng, Weidong Zhang, and Yanchao Gong.53
[11]A Review Of Detection And Tracking Of Object From Image And Video Sequences (2017).Mukeshtiwari,Dr.Rakeshsinghai.
[12] Face Recognition And Retrieval In Video (2020). CaifengShan.
[13] Deep Learning For Object Detection And Scene Perception In Self-Driving Cars:Survey, Challenges, And Open Issues (2021).
Abhishek Gupta, Alagananpalagan, Ling Guan, Ahmed Shaharyarkhwaja.
[14].Moving Object Detection For Video Surveillance(2015).K. Kalirajan And M.Sudha.
[15] .A Review on Video-Based Human Activity Recognition, by Shian-Ruke, Jang-HeeYoo, HoangLeUyenThuc, Yong-Jin Lee, JeengNeng Hwang, KyoungHo Choi.
[16]A Moving Object Recognition Using Video Analytics Ambeshwar Kumardr. Rajesh, Assistant Professor Department Of Computer
Science & Engineering Dayanandasagar University, Bangalore, India.
[17] A Review On Real Time Object Tracking In Video Sequences[2015]. Shraddhakothiya, ,Kinjal mistree.
[18] Vehicle Counting For Traffic Management System Using YOLO And Correlation Filter (2018).
[19] Refining Object Detection In Video With Recurrent Neural Networks (2016).
[20] Social Distancing Analyzer Using Computer Vision And Deep Learning, G V Shalini (2021).
[21] Investigations Of Object Detection In Images/Videos Using Various Deep Learning Techniques And Embedded Platforms—A
Comprehensive Review(2020) 54 Chinthakindi Balaram Murthy, Mohammad Farukh Hashmi , Neeraj Dhanraj Bokde And Zong
WooGeem.
[22] Object Detection And Tracking In Video Image(2014).Rajkamal KishorGupta.
[23] Object Detection With Deep Learning: A Review(2019).Zhong-Qiu Zhao, Peng Zheng, Shou-Tao Xu, And XindongWu.
[24] Fast Yolo: A Fast You Only Look Once System For Real-Time Embedded Object Detection In Vedio. Mohammad Javad Shafiee,
Brendan Chywl, Francis Li, Alexander Wong.
[25] Real Time Object Detection And Trackingsystem For Video Surveillance System. Sudan Jha, Changho Seo, Eunmol Yang,
Gyanendra PrasadJoshi.
[26] Human Detection In Thermal Videos Using Yolo. Marina Ivasic-Kos, Mate Kristo, MiranPobar.
[27] A Real-Time Object Detection Algorithm For Video. Shengyu Lu, Beizhan Wang, Hongji Wang, Lihao Chen, Ma Linjian, Xiaoyan
Zhang.
[28] YOLO Based Detection And Classification Of Objects In Video Records. Arka Prava Jana; Abhiraj Biswas;Mohana
Nazir,and Amin ul Haq, 2020.
[2] Visual Object Detection and Tracking using YOLO and SORT,Akansha Bathija M.Tech Student, Dept of Computer Engineering K J
Somaiya College of Engineering Mumbai, Maharashtra, India,2019.
[3] A Practice for Object Detection Using YOLO Algorithm, Dr. Suwarna Gothane, Associate Professor, Department of ComputerScience and Engineering, CMR Technical Campus, Hyderabad, Telangana, India,April 2021,In DOI:10.32628/CSEIT217249
[4] https://medium.com/@venkatakrishna.jonnalagadda/object-detection-yolo-v1-v2-v3-c3d5eca2312a,2019.
[5] https://towardsdatascience.com/yolo-v4-or-yolo-v5-or-pp-yolo-dad8e40f7109,Chamidu Supeshala,2020.
[6] https://towardsdatascience.com/yolo-v3-object-detection-53fb7d3bfe6b,Ayoosh Kathuria, 2018
[7] https://ai-pool.com/a/s/yolov3-and-yolov4-in-object-detection,2021.
[8] https://towardsai.net/p/computer-vision/yolo-v5%E2%80%8A-%E2%80%8Aexplained- and-demystified,MihirRajput,2020.
[9] Real Time Video Analytics For Object Detecting And Face Identification Using Deep Learning(2019). Shrikant jagannath patro,
Nisha V M.
[10] Survey Of Video Based Small Target Detection (2021), Ying Liu,LuyaoGeng, Weidong Zhang, and Yanchao Gong.53
[11]A Review Of Detection And Tracking Of Object From Image And Video Sequences (2017).Mukeshtiwari,Dr.Rakeshsinghai.
[12] Face Recognition And Retrieval In Video (2020). CaifengShan.
[13] Deep Learning For Object Detection And Scene Perception In Self-Driving Cars:Survey, Challenges, And Open Issues (2021).
Abhishek Gupta, Alagananpalagan, Ling Guan, Ahmed Shaharyarkhwaja.
[14].Moving Object Detection For Video Surveillance(2015).K. Kalirajan And M.Sudha.
[15] .A Review on Video-Based Human Activity Recognition, by Shian-Ruke, Jang-HeeYoo, HoangLeUyenThuc, Yong-Jin Lee, JeengNeng Hwang, KyoungHo Choi.
[16]A Moving Object Recognition Using Video Analytics Ambeshwar Kumardr. Rajesh, Assistant Professor Department Of Computer
Science & Engineering Dayanandasagar University, Bangalore, India.
[17] A Review On Real Time Object Tracking In Video Sequences[2015]. Shraddhakothiya, ,Kinjal mistree.
[18] Vehicle Counting For Traffic Management System Using YOLO And Correlation Filter (2018).
[19] Refining Object Detection In Video With Recurrent Neural Networks (2016).
[20] Social Distancing Analyzer Using Computer Vision And Deep Learning, G V Shalini (2021).
[21] Investigations Of Object Detection In Images/Videos Using Various Deep Learning Techniques And Embedded Platforms—A
Comprehensive Review(2020) 54 Chinthakindi Balaram Murthy, Mohammad Farukh Hashmi , Neeraj Dhanraj Bokde And Zong
WooGeem.
[22] Object Detection And Tracking In Video Image(2014).Rajkamal KishorGupta.
[23] Object Detection With Deep Learning: A Review(2019).Zhong-Qiu Zhao, Peng Zheng, Shou-Tao Xu, And XindongWu.
[24] Fast Yolo: A Fast You Only Look Once System For Real-Time Embedded Object Detection In Vedio. Mohammad Javad Shafiee,
Brendan Chywl, Francis Li, Alexander Wong.
[25] Real Time Object Detection And Trackingsystem For Video Surveillance System. Sudan Jha, Changho Seo, Eunmol Yang,
Gyanendra PrasadJoshi.
[26] Human Detection In Thermal Videos Using Yolo. Marina Ivasic-Kos, Mate Kristo, MiranPobar.
[27] A Real-Time Object Detection Algorithm For Video. Shengyu Lu, Beizhan Wang, Hongji Wang, Lihao Chen, Ma Linjian, Xiaoyan
Zhang.
[28] YOLO Based Detection And Classification Of Objects In Video Records. Arka Prava Jana; Abhiraj Biswas;Mohana
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