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Computer Vision in the Infrared Spectrum(Paperback / softback)
Challenges and Approaches
Published:
27/10/2021
Together with consistently decreasing costs for infrared cameras, new fields of application appear and make computer vision in the infrared spectrum a great opportunity to face nowadays scientific a...
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Normalization Techniques in Deep Learning(Hardback)
Published:
09/10/2022
This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. Normalization methods can improve the training stability, optimization efficiency, and...
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Fine-Grained Image Analysis: Modern Approaches(Hardback)
Published:
04/07/2023
This book provides a comprehensive overview of the fine-grained image analysis research and modern approaches based on deep learning, spanning the full range of topics needed for designing operation...
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Advances in Face Presentation Attack Detection(Hardback)
Published:
07/07/2023
This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection. The authors also discuss the reasons that cause face anti-spoofing to be essential for prevent...
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Video Object Segmentation(Hardback)
Tasks, Datasets, and Methods
Published:
02/02/2024
This book provides a thorough overview of recent progress in video object segmentation, providing researchers and industrial practitioners with thorough information on the most important problems an...
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Video Object Tracking(Hardback)
Tasks, Datasets, and Methods
Published:
07/01/2024
Video tracking is a key research area in computer vision and aims to track unique objects in a given video, which are useful for various applications such as video conference, video editing, surveil...
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Visual Domain Adaptation in the Deep Learning Era(Paperback / softback)
Published:
05/04/2022
Transfer learning (TL), and in particular domain adaptation (DA), has emerged as an effective solution to overcome the burden of annotation, exploiting the unlabeled data available from the target d...
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