姓 名: A. A. M. Muzahid
辦公地點 :現代交通工程中心7號樓7915
辦公電話:+8618800312148
電子郵箱:muzahid@sues.edu.cn
畢業學校:上海大學
研究方向
醫學和網絡安全中的機器學習
模式識別
3D視覺、3D特征學習⛹🏽、3D對象識別、3D建模👪、場景理解
增強現實（AR）與虛擬現實（VR）
個人簡歷
A.A.M. Muzahid（安東尼）現任中國恒达平台講師，擁有上海大學信息與通信系統博士學位，專攻3D計算機視覺領域🤘🏽。在學術界表現活躍，擁有豐富的研究成果與學術出版記錄。在攻讀博士期間，獲得了2020年中國政府優秀國際學生獎學金和公益之星獎等多項殊榮🤤。同時也是IEEE計算智能學會的會員🐅🧖♀️。Muzahid的研究興趣廣泛✸，涵蓋機器學習、模式識別、3D視覺，尤其專註於3D特征學習、3D物體識別👩🏽🎨、3D建模💇🏿♂️、場景理解及AR/VR應用。
誌願工作
主席，虛擬現實和增強現實，IEEE-ICALIP2018 會議👩🏿⚕️，中國上海
2022年孟加拉國Noakhali國際機器智能和新興技術會議（MIET2022）人工智能和軟計算領域的評審人🗓。
項目委員會成員和審查員🎮，第二十五屆國際數字圖像計算:技術和應用（DICTA 2024），澳大利亞珀斯🤞🏽。
IEEE儀器與測量🤹♀️、IEEE視頻技術電路與系統、IEEE多媒體👊🏿、人工智能評論等期刊的審稿人。
學習與工作經歷
2021.08 —— 至今:恒达平台，講師
2017-09 —— 2021-07:上海大學通信與信息系統博士
2013-09 —— 2016-06:重慶郵電大學信息與通信工程碩士
2007-09 —— 2011.02:Daffodil國際大學電子與電信工程學士
教學區
機器學習
機器人視覺與傳感技術
虛擬現實與增強現實技術
榮譽獎項
2021.02.252020年中國政府傑出國際學生獎學金
2019.12.20上海大學公益之星獎
代表性論著（論文、著作🚶、專利）
代表性論文
1. A. A. M. Muzahid, Hua Han, Yujin Zhang, Dawei Li, Yuhe Zhang, Junaid Jamshid, and Ferdous Sohel., “Deep learning for 3D object recognition: A survey,” Neurocomputing, p. 128436, Aug. 2024, doi: 10.1016/j.neucom.2024.128436.
2. Q. Bao, H. Han, L. Huang, and A. A. M. Muzahid, “A Convolutional Neural Network Based on Soft Attention Mechanism and Multi-Scale Fusion for Skin Cancer Classification,” Int. J. Pattern Recognit. Artif. Intell., vol. 37, no. 14, p. 2356024, Nov. 2023, DOI: 10.1142/S0218001423560244.
3. A. A. M. Muzahid, W. Wanggen, F. Sohel, M. Bennamoun, L. Hou, and H. Ullah, “Erratum to ‘Progressive conditional GAN-based augmentation for 3D object recognition’ [Neurocomputing 460 (2021) 20–30],” Neurocomputing, vol. 473, p. 158, Feb. 2022, DOI: 10.1016/j.neucom.2021.12.024.
4. A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, M. Bennamoun, Li Hou, and H. Ullah, “Progressive Conditional GAN-based Augmentation for 3D Object Recognition,”. Neurocomputing, 2022, vol. 460, pp. 20-30. DOI: 10.1016/j.neucom.2021.06.091.
5. A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Lianyao Wu, and Li Hou, “CurveNet: Curvature-based Multitask Learning Deep Networks for 3D Object Recognition,” IEEE/CAA Journal of Automatica Sinica, 2021, vol. 8, NO. 6 pp. 1194–1204, DOI: 10.1109/JAS.2020.1003324.
6. A. A. M. Muzahid, Wan Wanggen, and Li Hou “A New Volumetric CNN for 3D Object Classification Based on Joint Multiscale Feature and Subvolume Supervised Learning Approaches,” Computational Intelligence and Neuroscience, May 2020, vol. 2020, pp. 1–17, DOI: 10.1155/2020/5851465.
7. A. A. M. Muzahid, W. Wan, F. Sohel, N. U. Khan, O. D. Cervantes Villagomez, and H. Ullah, “3D Object Classification Using a Volumetric Deep Neural Network: An Efficient Octree guided Auxiliary Learning Approach,” IEEE Access, vol.8, no. 1, pp. 23802 – 23816, 2020, DOI: 10.1109/ACCESS.2020.2968506.
8. Lianyao Wu, Wanggen Wan, Xiaoqing Yu, Chunkai Ye, A.A.M Muzahid, “A Novel Augmented Reality Framework Based on Monocular Semi-Dense Simultaneous Localization and Mapping,” Computer Animation &Virtual Worlds, March 2020, vol. 31, DOI:10.1002/cav.1922.
9. N. U. Khan, W. Wan, S. Yu, A. A. M. Muzahid, S. Khan, and L. Hou, “A Study of User Activity Patterns and the Effect of Venue Types on City Dynamics Using Location-Based Social Network Data,” ISPRS International Journal of Geo-Information, vol. 9, no. 12, Art. no. 12, Dec. 2020, DOI:10.3390/ijgi9120733.
10. Hidayat Ullah, Wanggen Wan, Saqib Ali Haidery, Naimat Ullah Khan, Zeinab Ebrahimpour, A. A. M. Muzahid, “Spatiotemporal Patterns of Visitors in Urban Green Parks by Mining Social Media Big Data Based Upon WHO Reports,” IEEE Access, vol.8, pp. 39197 - 39211, 2020, DOI:10.1109/ACCESS.2020.2973177.
11. Qi Liu, Hidayat Ullah, Wanggen Wan, Zhangyou Peng, Li Hou, Sanam Shahla Rizvi, Saqib Ali Haidery, Tong Qu and A. A. M. Muzahid, “Categorization of Green Spaces for a Sustainable Environment and Smart City Architecture by Utilizing Big Data,” Electronics 2020, Vol.9, no.6, pp.1028, 2020, DOI:10.3390/electronics9061028.
會議論文集
1. R. Lamtoueh, A. A. M. Muzahid, Y. Zentouti, H. Han, and Y. Zhang, and H. Mahir, “Real-time Static Obstacle Avoidance Using Sensor Fusion in Robotics,” Accepted in 2024 The Sixth International Conference on Intelligent Computing in Data Sciences, Marrakech, Morocco: IEEE, Oct. 23-24, 2024.
2. A. A. M Muzahid, W. Wan, and X. Feng, “Perceptual Quality Evaluation of 3D Triangle Mesh: A Technical Review,” in 2018 International Conference on Audio, Language and Image Processing (ICALIP), Shanghai: IEEE, Jul. 2018, pp. 266–272, DOI: 10.1109/ICALIP.2018.8455210.
3. A. A. M. Muzahid, K. M. R. Ingrid, S. I. M. M. R. Mondol, and Y. Zhou, “Advanced double-talk detection algorithm based on joint signal energy and cross-correlation estimation,” in 2016 8th IEEE International Conference on Communication Software and Networks (ICCSN), Beijing, China: IEEE, Jun. 2016, pp. 303–306. DOI: 10.1109/ICCSN.2016.7586669.
4. A. A. M. Muzahid, S. I. M. M. Raton Mondol, K. M. R. Ingrid, and Y. Zhou, “An Efficient Switching Mechanism Using Voice Activity Detection for Acoustic Echo Cancellation,” in 2016 4th International Conference on Machinery, Materials and Computing Technology, Hangzhou, China, 2016, DOI: 10.2991/icmmct-16.2016.246.
1. A. A. M. Muzahid, Efficient adaptive filtering algorithms for acoustic echo cancellation: New approaches for AEC in full-duplex channel, LAMBERT Academic Publishing (LAP), London, United Kingdom, 2019, ISBN: 978-620-0-28916-2.
