Khan Muhammad
Khan Muhammad /
Ph.D. Student

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Khan_Muhammad7

Description

Khan Muhammad is currently an Associate Professor (Tenure-Track) and Lab Director of the Visual Analytics for Knowledge Laboratory (VIS2KNOW Lab) in the Department of Applied AI, Sungkyunkwan University, Seoul, Republic of Korea. He received an M.S. leading to Ph.D. in Digital Contents from Sejong University, Seoul, South Korea (Mar 2015 – Feb 2019). His thesis was titled: Intelligent Fire Scene Analysis using Efficient Convolutional Neural Networks. He received his B.S. in Computer Science from Islamia College Peshawar, Pakistan (Sep 2010 – 2014), with a thesis on data hiding in images and videos using steganographic techniques.

Education

  • M.S. leading to Ph.D. (Digital Contents), Sejong University, Seoul, South Korea (Mar 2015 – Feb 2019)
    Thesis: Intelligent Fire Scene Analysis using Efficient Convolutional Neural Networks
  • B.S. (Computer Science), Islamia College Peshawar, Pakistan (Sep 2010 – 2014)
    Thesis: Data Hiding in Images and Videos using Steganographic Techniques

Publications in IMLab Lab

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International Conference Papers


    2024
  1. Dual Deep Learning Network for Abnormal Action Detection
    Fath U Min Ullah, Zulfiqar Ahmad Khan, Sung Wook Baik*, Estefania Talavera, Saeed Anwar, Khan Muhammad
    IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2024 [🌐 Online] [📃 Full-Text]

    2. 2020
  2. One-Shot Learning for Surveillance Anomaly Recognition Using Siamese 3D CNN
    Amin Ullah, Khan Muhammad , Killichbek Haydarov, Ijaz Ul Haq, Miyoung Lee, Sung Wook Baik*
    Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020 [📃 Full-Text]

    3. 2017
  3. A Study of Data Dissemination in CCTV Surveillance Systems
    Ijaz Ul Haq, Khan Muhammad , Muhammad Sajjad, Mi Young Lee, Dongil Han, Sung Wook Baik*
    Proceedings of the 2nd International Conference on Next Generation Computing, 2017 [📃 Full-Text]

    4. 2015
  4. SSH: Salient Structures Histogram for Content-Based Image Retrieval
    Irfan Mehmood, Muhammad Sajjad, Khan Muhammad , Sung Wook Baik*
    Proceedings of the 18th International Conference on Network-Based Information Systems, 2015 [📃 Full-Text]
  5. Audio-Visual and EEG-based Attention Modeling for Extraction of Affective Video Content
    Irfan Mehmood, Muhammad Sajjad, Khan Muhammad , Sung Wook Baik*
    Proceedings of the International Conference on Platform Technology and Service (PlatCon), 2015 [📃 Full-Text]