Deep Learning and Computer Vision: Models and Biomedical Applications
Volume 1
- Hardcover
216 pages
- Release Date
9 March 2025
Summary
This book takes a balanced approach between theoretical understanding and real-time applications. All topics show how to explore, build, evaluate, and optimize deep learning models with computer vision. Deep learning is integrated with computer vision to enhance the performance of image classification with localization, object detection, object recognition, object segmentation, image style transfer, image colorization, image reconstruction, image super-resolution, image synthesis, motion dete…
Book Details
| ISBN-13: | 9789819612840 |
|---|---|
| ISBN-10: | 9819612845 |
| Author: | Uma N. Dulhare, Essam Halim Houssein |
| Publisher: | Springer Nature Switzerland AG |
| Imprint: | Springer Nature Switzerland AG |
| Format: | Hardcover |
| Number of Pages: | 216 |
| Release Date: | 9 March 2025 |
| Dimensions: | 235mm x 155mm |
| Series: | Algorithms for Intelligent Systems |
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About The Author
Uma N. Dulhare
Dr. Uma N. Dulhare is a Professor & Head of the Computer Science & Artificial Intelligence Department at MuffaKham Jah College of Engineering & Technology, Hyderabad, India. She has over 20 years of teaching experience. She earned her Ph.D. in Computer Science from Osmania University, Hyderabad. Her research interests encompass Data Mining, Big Data Analytics, Machine Learning, IoT, Evolutionary Computing, and Biomedical Image Processing. She has published over 40 research papers in national and international journals and book chapters. She serves on the editorial board for various national and international computer science journals and is a program committee member/reviewer for numerous international conferences and journals, and has chaired sessions at international conferences.
Essam H. Houssein received a Ph.D. in computer science in 2012 and is currently a Professor of Artificial Intelligence at the Faculty of Computers and Information, Minia University, Minia, Egypt. He is the founder and chair of the Artificial Intelligence Research (AIR) Group, Egypt. He has published more than 240 scientific research articles in prestigious international journals. His research interests include Meta-heuristics Optimization Algorithms, Artificial Intelligence, WSN, Bioinformatics, Internet of Things, Artificial Intelligence, Image Processing, and Data Mining. He serves as a reviewer for more than 120 journals.
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