The Art of Deep Learning Image Augmentation: The Seeds of Success
暫譯: 深度學習影像增強的藝術：成功的種子

Dr. Jyotismita Chaki is an Associate Professor at the School of Computer Science and Engineering, Vellore Institute of Technology, India. She holds a Ph.D. in Engineering from Jadavpur University, Kolkata, and her research interests encompass Computer Vision, Image Processing, Pattern Recognition, Medical Imaging, Artificial Intelligence, and Machine Learning. Dr. Chaki is an author and editor, with a substantial body of work including five authored books published by renowned presses like Springer and CRC Press, and six edited books published by CRC Press and Elsevier. She has also published many research articles in high-impact, SCIE-indexed journals, the majority of which are ranked in the top quartiles (Q1 and Q2). In recognition of her contributions, Dr. Chaki was named the world's top 2% scientist by Stanford University and Elsevier in 2024. She is also a Senior Member of the IEEE. Dr. Chaki's editorial contributions are extensive, currently serving as editor for 9 journals, including Engineering Applications of Artificial Intelligence (Elsevier), Scientific Reports (Nature Portfolio), Discover Applied Sciences (Springer Nature), PLOS ONE, PeerJ Computer Science, Computer and Electrical Engineering (Elsevier), Array (Elsevier), Machine Learning with Applications (Elsevier), and BMC Artificial Intelligence.

Dr. Jyotismita Chaki 是印度維洛爾科技學院計算機科學與工程學院的副教授。她擁有加爾各答的賈達夫普大學工程學博士學位，研究興趣包括計算機視覺、影像處理、模式識別、醫學影像、人工智慧和機器學習。Chaki 博士是一位作者和編輯，擁有大量作品，包括五本由知名出版社如 Springer 和 CRC Press 出版的著作，以及六本由 CRC Press 和 Elsevier 出版的編輯書籍。她還在多本高影響力的 SCIE 索引期刊上發表了許多研究文章，其中大多數排名在前四分之一（Q1 和 Q2）。因其貢獻，Chaki 博士於 2024 年被史丹佛大學和 Elsevier 評選為全球前 2% 科學家。她也是 IEEE 的資深會員。Chaki 博士的編輯貢獻廣泛，目前擔任 9 本期刊的編輯，包括《Engineering Applications of Artificial Intelligence》（Elsevier）、《Scientific Reports》（Nature Portfolio）、《Discover Applied Sciences》（Springer Nature）、《PLOS ONE》、《PeerJ Computer Science》、《Computer and Electrical Engineering》（Elsevier）、《Array》（Elsevier）、《Machine Learning with Applications》（Elsevier）和《BMC Artificial Intelligence》。