Deep learning in computer vision : (Record no. 668931)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02059cam a22002298i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781138544420 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.37 |
| Edition number | 23 |
| Item number | HAS |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Hassaballah, Mahmoud |
| 245 00 - TITLE STATEMENT | |
| Title | Deep learning in computer vision : |
| Sub Title | principles and applications / |
| Statement of responsibility, etc | edited by M. Hassaballah and Ali Ismail Awad. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Boca Raton |
| Name of publisher | CRC Press |
| Year of publication | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | pages cm |
| 490 0# - SERIES STATEMENT | |
| Series statement | Digital imaging and computer vision |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to-date techniques, and presents research findings to the computer vision community. The book covers a broad scope of topics in deep learning concepts and applications such as accelerating the convolutional neural network inference on field-programmable gate arrays, fire detection in surveillance applications, face recognition, action and activity recognition, semantic segmentation for autonomous driving, aerial imagery registration, robot vision, tumor detection, and skin lesion segmentation as well as skin melanoma classification. The content of this book has been organized such that each chapter can be read independently from the others. The book is a valuable companion for researchers, postgraduate and possibly senior undergraduate students who are taking an advanced course in related topics, and for those who are interested in deep learning with applications in computer vision, image processing, and pattern recognition"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Computer vision. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Deep learning (Machine learning) |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hassaballah, Mahmoud, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Awad, Ali Ismail, |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home Library | Current Location | Shelving location | Date acquired | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Dept. of Computer Science | Dept. of Computer Science | Reference | 11/01/2023 | 006.37 HAS | DCS5020 | 11/01/2023 | Book |