Enhancing Security Through Real-Time Classification of Normal and Abnormal Human Activities: A YOLOv7-SVM Hybrid Approach

被引:0
|
作者
Shenoy, M Ashwin [1 ]
Thillaiarasu, N. [2 ]
Shenoy, Ashwin [3 ]
机构
[1] School of Computing and Information Technology, REVA University, Karnataka, Bangalore, India
[2] School of Computing and Information Technology REVA University, Karnataka, Bangalore, India
[3] Department of Computer Science and Engineering, NMAM Institute of Technology affiliated to Nitte (deemed to be University), Mangalore, India
关键词
D O I
暂无
中图分类号
学科分类号
摘要
28
引用
收藏
页码:1027 / 1034
相关论文
共 44 条
  • [11] A Real-Time Tracking Approach for Moving Objects Based on an Integrated Algorithm of YOLOv7 and SORT
    Wang, Lei
    Liu, Tongtong
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2025, 34 (04)
  • [12] An Approach to Classify Human Activities in Real-time from Smartphone Sensor Data
    Ahmed, Masud
    Das Antar, Anindya
    Ahadt, Atiqur Rahman
    2019 JOINT 8TH INTERNATIONAL CONFERENCE ON INFORMATICS, ELECTRONICS & VISION (ICIEV) AND 2019 3RD INTERNATIONAL CONFERENCE ON IMAGING, VISION & PATTERN RECOGNITION (ICIVPR) WITH INTERNATIONAL CONFERENCE ON ACTIVITY AND BEHAVIOR COMPUTING (ABC), 2019, : 140 - 145
  • [13] A hybrid approach of traffic simulation and machine learning techniques for enhancing real-time traffic prediction
    Kim, Yeeun
    Tak, Hye-young
    Kim, Sunghoon
    Yeo, Hwasoo
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 160
  • [14] Enhancing rail safety through real-time defect detection: A novel lightweight network approach
    Cao, Yuan
    Liu, Yue
    Sun, Yongkui
    Su, Shuai
    Wang, Feng
    ACCIDENT ANALYSIS AND PREVENTION, 2024, 203
  • [15] ENHANCING TRAFFIC SAFETY: A COMPREHENSIVE APPROACH THROUGH REAL-TIME DATA AND INTELLIGENT TRANSPORTATION SYSTEMS
    Le, Khanh Giang
    SCIENTIFIC JOURNAL OF SILESIAN UNIVERSITY OF TECHNOLOGY-SERIES TRANSPORT, 2024, 122 : 129 - 149
  • [16] Real-time diagrammatic approach to transport through interacting quantum dots with normal and superconducting leads
    Governale, Michele
    Pala, Marco G.
    Koenig, Juergen
    PHYSICAL REVIEW B, 2008, 77 (13)
  • [17] Stability Analysis of Real-Time Hybrid Simulation with Time-Varying Delay through a Delay Decomposition Approach
    Huang, Liang
    Chen, Cheng
    Guo, Tong
    Gao, Xiaoshu
    JOURNAL OF ENGINEERING MECHANICS, 2020, 146 (10)
  • [18] Enhancing Security in Real-Time Video Surveillance: A Deep Learning-Based Remedial Approach for Adversarial Attack Mitigation
    Ranjana Panigrahi, Gyana
    Kumar Sethy, Prabira
    Kumari Behera, Santi
    Gupta, Manoj
    Alenizi, Farhan A.
    Nanthaamornphong, Aziz
    IEEE ACCESS, 2024, 12 : 88913 - 88926
  • [19] Detection and classification Real-Time of Fall Events from the Daily Activities of Human Using Forward Scattering Radar
    Alnaeb, Ali
    Abdullah, Raja Syamsul Azmir Raja
    Salah, Asem Ahmad
    Sali, Aduwati
    Rashid, Nur Emileen Abdul
    Pasya, Idnin
    2019 20TH INTERNATIONAL RADAR SYMPOSIUM (IRS), 2019,
  • [20] A human body model initialization approach made real-time capable through heuristic constraints
    Loesch, M.
    Gaertner, S.
    Knoop, S.
    Schmidt-Rohr, S. R.
    Dillmann, R.
    ICAR: 2009 14TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS, VOLS 1 AND 2, 2009, : 714 - 719