Computer Vision: Object Detection In Adversarial Vision

This comprehensive text/ book presents a broad review of both traditional (i.e., conventional) and the deep learning aspects of object detection in various adversarial conditions of real-world in a clear, insightful, and highly comprehensive style.

這本全面的書籍提供了對於物體偵測傳統（即傳統）和深度學習方面的廣泛回顧，以及在現實世界中各種對抗條件下的清晰、深入和高度全面的風格。

Mrinal Kanti Bhowmik earned a Bachelor of Engineering (BE) degree in Computer Science and Engineering from the Tripura Engineering College, Government of Tripura, in 2004, a Master of Technology (M.Tech) degree in Computer Science and Engineering from Tripura University (A Central University), India, in 2007, and a PhD in Engineering from Jadavpur University, Kolkata, India, in 2014. He has also spent the Fall 2022 session as a DST-SERB International Research Experience (SIRE) Scholar with SIRE Fellowship, sponsored by the Science and Engineering Research Board (SERB), Government of India at the NYU Center for Cybersecurity (CCS), Tandon School of Engineering, New York University, New York City. He has successfully completed two Department of Electronics and Information Technology (DeitY) (Now Ministry of Electronics and Information Technology [MeitY])-funded projects, one Department of Biotechnology (DBT)-Twinning project, one Society for Applied Microwave Electronics Engineering and Research (SAMEER)-funded project, one Indian Council of Medical Research (ICMR) project, and one Defence Research and Development Organisation (DRDO) project as the Principal Investigator. He is currently the Principal Investigator of one Department of Biotechnology (DBT)-funded project and Co-Principal Investigator of one Indian Council of Medical Research (ICMR) project in collaboration with All India Institute of Medical Sciences (AIIMS), New Delhi.

Since July 2010, he has served with the Department of Computer Science and Engineering, Tripura University as an Assistant Professor and from 26th March, 2023 he has been serving with Department of Computer Science and Engineering, Tripura University as an Associate Professor. He was awarded the Short Term Indian Council of Medical Research (ICMR), Department of Health Research (DHR) International Fellowship from 2019 to 2020 as a Senior Indian Biomedical Scientist for bilateral cooperation in cross-disciplinary research area (i.e., biomedical diagnostic and inferencing systems). His research team has also designed two datasets for object detection in degraded vision named Extended Tripura University Video Dataset (E-TUVD) and Tripura University Video Dataset at Night time (TU-VDN) dataset for the research community in the proposed domain of object detection. His current research interests are in the fields of computer vision, security and surveillance, medical imaging, and image and video forensics.

Mrinal Kanti Bhowmik於2004年從Tripura Engineering College獲得計算機科學和工程學士學位，該學院隸屬於Tripura政府；於2007年從Tripura大學（一所中央大學）獲得計算機科學和工程碩士學位；於2014年從印度加爾各答的Jadavpur大學獲得工程博士學位。他還曾在紐約大學塔頓工程學院的紐約大學網絡安全中心（CCS）擔任DST-SERB國際研究經驗（SIRE）獎學金學者，該獎學金由印度科學和工程研究委員會（SERB）贊助。他成功完成了兩個電子和信息技術部（DeitY）（現在是電子和信息技術部[MeitY]）資助的項目，一個生物技術部（DBT）的孿生項目，一個應用微波電子工程和研究學會（SAMEER）資助的項目，一個印度醫學研究委員會（ICMR）項目，以及一個國防研究和發展組織（DRDO）項目，並擔任首席調查員。他目前是一個生物技術部（DBT）資助的項目的首席調查員，並與印度全印醫學科學研究所（AIIMS）合作，擔任一個印度醫學研究委員會（ICMR）項目的共同首席調查員。

自2010年7月起，他在Tripura大學計算機科學和工程系擔任助理教授，並自2023年3月26日起擔任副教授。他曾獲得2019年至2020年的印度醫學研究委員會（ICMR）和衛生研究部（DHR）的短期國際獎學金，擔任高級印度生物醫學科學家，以促進跨學科研究領域（即生物醫學診斷和推理系統）的雙邊合作。他的研究團隊還為降解視覺中的物體檢測設計了兩個數據集，分別為Extended Tripura University Video Dataset（E-TUVD）和Tripura University Video Dataset at Night time（TU-VDN），以供該領域的研究社區使用。他目前的研究興趣包括計算機視覺、安全與監控、醫學影像和圖像視頻取證。