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Mujtaba Asad

I am currently working as Researcher in Institute of Image Processing & Pattern Recognition at department of automation, SEIEE SJTU.

My current areas of research are Machine Learning, Computer Vision, Video Analysis, and Deep Learning

Monograph
Machine Learning, Pattern Recognition, Computer Vision, Video Analysis, and Deep Learning

  1. [1]. Asad, M., J., He, Yang, J., & Malik, A. A. (2022). Multi-level Two Stream Fusion based Spatio-temporal Attention Model for Violence Detection and Localization. International Journal of Pattern Recognition & Artificial Intelligence. https://doi.org/10.1142/S0218001422550023



    [2]. Asad, M., J., He, Yang, J., Tu, E., & Malik, A. A. (2021). Multi-Stream 3D Latent Feature Clustering for Abnormality Detection in Videos. Applied Intelligence Journal Appl Intell (2021). http://dx.doi.org/10.1007/s10489-021-02356-9. [Impact Factor: 5.068]


    [3]. Asad, M., Yang, J., Tu, E., Chen, L., & He, X. (2021). Anomaly3D: Video anomaly detection based on 3D-normality clusters. Journal of Visual Communication and Image Representation, 75, 103047. https://doi.org/10.1016/j.jvcir.2021.103047 . [Impact Factor: 2.479]



    [4]. Asad, M., Yang, J., He, J., Shamsolmoali, P., & He, X. (2020). Multi-frame feature-fusion-based model for violence detection. The Visual Computer, 1-17. https://doi.org/10.1007/s00371-020-01878-6 . [Impact Factor: 2.479].


    [5]. Jiang, H., Asad, M., Huang, X., & Yang, J. (2020). “Learning in-place residual homogeneity for single image detail enhancement”. Journal of Electronic Imaging, 29(4), 043016. https://doi.org/10.1117/1.JEI.29.4.043016. [Impact Factor: 0.884].



     

    INTERNATIONAL CONFERENCE PUBLICATIONS:

     

    [6].  Asad, M ., Yang, Z., Khan, Z., Yang, J., & He, X. ( 2019, December ). “Feature Fusion Based Deep Spatiotemporal Model for Violence Detection in Videos”. In International Conference on Neural Information Processing (ICONIP) (pp. 405-417). Springer, Cham. https://doi.org/10.1007/978-3-030-36708-4_33 .


    [7].  J. Zafar and M. Asad , "Enhanced Security and Reinstatement Computing of Images Using Fragile Invisible Integer Wavelet Watermarking Scheme" In Proceedings of the World Congress on Engineering 2015 Vol. 1 WCE 2015, July 1-3, 2015 , London, UK ISBN: 978-988-19253-4-3, ISSN: 2078-0958 (Print); ISSN: 2078-0966 (Online) http://www.iaeng.org/publication/WCE2015/WCE2015_pp566-570. pdf


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