Deep Learning in Computer Vison: Principles and Applications
Series: Digital Imaging and Computer Vision Series ; Lukac, Rastislav (Ed. )Publisher: Boca Ration: CRC Press; 2020Description: 322pISBN: 9781138544420Subject(s): Computer Vision | Machine learning | Computer - Machine Theory | Mathematics -Arithmetic | Technology - ElectricityDDC classification: 006.37 Online resources: https://www.perlego.com/Item type | Home library | Collection | Call number | Status | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|
Reference | SOT Library | Computer Science and Engineering | 006.37 DEE (Browse shelf) | Checked out to Prashant Kumar Nayak (23RCP007) | 20/03/2024 | E0015790 |
Contents:
Chapter: 1. Accelerating the CNN Inference on FPGAs / Francois Berry
Chapter: 2. Object Detection with Convolutional Neural Networks / Guanghui Wang
Chapter: 3. Efficient Convolutional Neural Networks for Fire Detection in Surveillance Applications / Sung Wook Baik
Chapter: 4. A Multi-biometric Face Recognition System Based on Multimodal Deep Learning Representations / Rami Qahwaji
Chapter: 5. Deep LSTM43ased Sequence Learning Approaches for Action and Activity Recognition / Sung Wook Baik
Chapter: 6. Deep Semantic Segmentation in Autonomous Driving / Mohamed ElHelw
Chapter: 7. Aerial Imagery Registration Using Deep Learning for UAV Geolocalization / Mohamed ElHelw
Chapter: 8. Applications of Deep Learning in Robot Vision / Patricio Loncomilla
Chapter: 9. Deep Convolutional Neural Networks: Foundations and Applications in Medical Imaging / Hesham F. A. Hamed
Chapter: 10. Lossless Full-Resolution Deep Learning Convolutional Networks for Skin Lesion Boundary Segmentation / Tae-Seong Kim
Chapter: 11. Skin Melanoma Classification Using Deep Convolutional Neural Networks / Mohamed M. Foaud.
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