College of Computing and Informatics - School of Convergence

  • Assistant Professor AI, Intelligent Surveillance, Visual Analytics
  • MUHAMMAD, KHAN 홈페이지 바로가기
    Lab Visual Analytics for Knowledge Laboratory (VIS2KNOW Lab)

Education

  • MS Leading to PhD, Sejong University, Seoul, South Korea (Feb 2019)
  • BS, Islamia College Peshawar, KPK, Pakistan (Aug 2014)

Experience

  • Assistant Professor (Tenure-Track General), Sungkyunkwan University, South Korea (March 2022~Present)
  • Assistant Professor (Non-Tenure Track), Sejong University, South Korea (March 2019~Feb 2022)
  • Lab Coordinator, Sejong University, South Korea (March 2018~Feb 2019)
  • Research Associate, Sejong University, South Korea (March 2017~Feb 2018)
  • Research Assistant, Sejong University, South Korea (March 2015~Feb 2017)
  • Research Assistant, Islamia College Peshawar, Pakistan (March 2014~Feb 2015)

Journal Articles

  • (2024)  Cloth-Changing Person Re-identification with Invariant Feature Parsing for UAVs Applications.  IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY.  73,  7
  • (2024)  Federated fusion learning with attention mechanism for multi-client medical image analysis.  INFORMATION FUSION.  108,  8
  • (2024)  Efficient leukocytes detection and classification in microscopic blood images using convolutional neural network coupled with a dual attention network.  COMPUTERS IN BIOLOGY AND MEDICINE.  174, 
  • (2024)  Inter-Camera Identity Discrimination for Unsupervised Person Re-Identification.  ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 
  • (2024)  Spatiotemporal correlation based self-adaptive pose estimation in complex scenes.  DIGITAL COMMUNICATIONS AND NETWORKS. 
  • (2024)  Coverage Path Planning for IoUAVs With Tiny Machine Learning in Complex Areas Based On Convex Decomposition.  IEEE INTERNET OF THINGS JOURNAL. 
  • (2024)  Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment.  COGNITIVE COMPUTATION. 
  • (2023)  Federated Deep Learning for Wireless Capsule Endoscopy Analysis: Enabling Collaboration Across Multiple Data Centers for Robust Learning of Diverse Pathologies.  FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE.  152,  March
  • (2023)  Large-Scale Person Re-Identification for Crowd Monitoring in Emergency.  IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING. 
  • (2023)  Intelligent Underwater Object Detection and Image Restoration for Autonomous Underwater Vehicles.  IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. 
  • (2023)  Multimodal Neurosymbolic Approach for Explainable Deepfake Detection.  ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS. 
  • (2023)  Student behavior recognition for interaction detection in the classroom environment.  IMAGE AND VISION COMPUTING.  136,  8
  • (2023)  Deep neural networks in the cloud: Review, applications, challenges and research directions.  NEUROCOMPUTING.  545,  8
  • (2023)  Efficient Contrast Adjustment and Fusion Method for Underexposed Images in Industrial Cyber-Physical Systems.  IEEE SYSTEMS JOURNAL. 
  • (2023)  Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence.  INFORMATION FUSION.  99, 
  • (2023)  Visual tracking in complex scenes: A location fusion mechanism based on the combination of multiple visual cognition flows.  INFORMATION FUSION.  96, 
  • (2023)  A deep multiple kernel learning-based higher-order fuzzy inference system for identifying DNA N4-methylcytosine sites.  INFORMATION SCIENCES.  630,  12
  • (2023)  A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos.  ACM COMPUTING SURVEYS.  55,  10
  • (2023)  A Reliable Sample Selection Strategy for Weakly Supervised Visual Tracking.  IEEE TRANSACTIONS ON RELIABILITY.  72,  1
  • (2023)  Efficient Visual Tracking Based on Fuzzy Inference for Intelligent Transportation Systems.  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. 

Honors / Awards

  • Highly Cited Researcher Award by Web of Science/Clarivate (2021, 2022, 2023)
  • Nobel Candidate Special Award by Sungkyunkwan University (2022)
  • IEEE Senior Membership (2022)
  • Standard Researchers List (2020, 2021, 2022, 2023)
  • Extraordinary Contribution in Academics by Pakistan Embassy at National Level (2021)
  • Outstanding Research Award (PhD), by the President of Sejong University (2019)
  • Gold Medalist, BS, Islamia College Peshawar, Pakistan (2014)

Conference Paper

  • (2024)  Dual Deep Learning Network for Abnormal Action Detection.  IEEE International Conference on Advanced Video and Signal-Based Surveillance.  CANADA
  • (2022)  Efficient Fake News Detection using Bagging Ensembles of Bidirectional Echo State Networks.  International Joint Conference on Neural Networks.  ITALY