國立虎尾科技大學 |

AI and ML techniques in image processing and object detection

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	AI and ML techniques in image processing and object detection/ edited by Sandeep Chand Kumain ... [et al.].
其他作者:	Chand Kumain, Sandeep.
出版者:	Singapore :Springer Nature Singapore : : 2025.,
面頁冊數:	xv, 232 p. :ill., digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-981-96-7445-9
ISBN:	9789819674459

AI and ML techniques in image processing and object detection
AI and ML techniques in image processing and object detection[electronic resource] /edited by Sandeep Chand Kumain ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xv, 232 p. :ill., digital ;24 cm.

Attention based Deep Neural Networks for Automatic Organ Classification from 2D CT Scan images -- Artificial Intelligence and Machine Learning use in Agriculture Domain A Review -- Evolution of Object Detection From Classical to Modern AI Approaches -- Unlocking the Secrets of Deep Space AI Techniques for Object Detection in Astronomical Imagery.

This book highlights the evolution and interdisciplinary approach of AI and ML in image processing, tracing historical development and exploring their convergence with different fields. It delves into optimizing neural architectures and making deep learning models interpretable while exploring recent trends like versatile CNN applications and edge computing deployment. The intersection of AI and creativity, dynamic transfer learning, and domain adaptation are discussed alongside object detection techniques and reinforcement learning. It examines advanced applications in satellite imagery, healthcare, and smart cities, addressing ethical considerations like bias mitigation and transparency. This book also outlines future trends such as quantum-inspired computing and the evolution of edge AI ecosystems.

ISBN: 9789819674459

Standard No.: 10.1007/978-981-96-7445-9doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: TA1637.5 / .A5 2025

Dewey Class. No.: 621.367

AI and ML techniques in image processing and object detection
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520 $a This book highlights the evolution and interdisciplinary approach of AI and ML in image processing, tracing historical development and exploring their convergence with different fields. It delves into optimizing neural architectures and making deep learning models interpretable while exploring recent trends like versatile CNN applications and edge computing deployment. The intersection of AI and creativity, dynamic transfer learning, and domain adaptation are discussed alongside object detection techniques and reinforcement learning. It examines advanced applications in satellite imagery, healthcare, and smart cities, addressing ethical considerations like bias mitigation and transparency. This book also outlines future trends such as quantum-inspired computing and the evolution of edge AI ecosystems.
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