Yue Song, Thomas Anderson Keller, Nicu Sebe, Max Welling
Sari: Synthesis Lectures on Computer Vision
(Ilmumisaeg: 19-May-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031881107)
This book introduces approaches to generalize the benefits of equivariant deep learning to a broader set of learned structures through learned homomorphisms. In the field of machine learning, the idea of incorporating knowledge of data symmetries...Loe edasi...
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 and developed technologies in the area. Video segmenta...Loe edasi...
This book provides a thorough overview of recent progress in video object tracking, allowing researchers and industrial practitioners to gain a better understanding of the most important problems and developed technologies in the area. Video tracking...Loe edasi...
This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems. Dealing with novelty, things not previously seen by a system, is a critical issu...Loe edasi...
This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection. The authors begin with fundamental and foundational information on face spoofing attack detection, explaining why the computer vision commu...Loe edasi...
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 operational fine-grained image systems. The author begins by...Loe edasi...
Man Luo, Tejas Gokhale, Neeraj Varshney, Yezhou Yang, Chitta Baral
Sari: Synthesis Lectures on Computer Vision
(Ilmumisaeg: 26-Jun-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031578151)
This book provides an extensive examination of state-of-the-art methods in multimodal retrieval, generation, and the pioneering field of retrieval-augmented generation. The work is rooted in the domain of Transformer-based models, exploring the c...Loe edasi...
(Ilmumisaeg: 16-Dec-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031446559)
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 and developed technologies in the area. Video segmenta...Loe edasi...
(Ilmumisaeg: 05-Dec-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031446597)
This book provides a thorough overview of recent progress in video object tracking, allowing researchers and industrial practitioners to gain a better understanding of the most important problems and developed technologies in the area. Video tracking...Loe edasi...
?This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. In addition, the author provides technical details in designing new normalization methods and network architectures tailored to spec...Loe edasi...
(Ilmumisaeg: 02-Aug-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031330537)
This book presents the first unified formalization for defining novelty across the span of machine learning, symbolic-reasoning, and control and planning-based systems. Dealing with novelty, things not previously seen by a system, is a critical issu...Loe edasi...
Jun Wan, Guodong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li
Sari: Synthesis Lectures on Computer Vision
(Ilmumisaeg: 07-Jul-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031329050)
This book revises and expands upon the prior edition of Multi-Modal Face Presentation Attack Detection. The authors begin with fundamental and foundational information on face spoofing attack detection, explaining why the computer vision commu...Loe edasi...
(Ilmumisaeg: 04-Jul-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031313738)
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 operational fine-grained image systems. The author begins by...Loe edasi...
(Ilmumisaeg: 09-Oct-2022, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031145940)
?This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. In addition, the author provides technical details in designing new normalization methods and network architectures tailored to spec...Loe edasi...
Gabriela Csurka, Timothy M. Hospedales, Mathieu Salzmann, Tatiana Tommasi
Sari: Synthesis Lectures On Computer Vision
(Ilmumisaeg: 30-Apr-2022, Hardback, Kirjastus: Morgan & Claypool Publishers, ISBN-13: 9781636393438)
Solving problems with deep neural networks typically relies on massive amounts of labeled training data to achieve high performance/b>. While in many situations huge volumes of unlabeled data can be and often are generated and available, the co...Loe edasi...
Solving problems with deep neural networks typically relies on massive amounts of labeled training data to achieve high performance/b>. While in many situations huge volumes of unlabeled data can be and often are generated and available, the co...Loe edasi...
Solving problems with deep neural networks typically relies on massive amounts of labeled training data to achieve high performance. While in many situations huge volumes of unlabeled data can be and often are generated and available, the cost of acq...Loe edasi...
(Ilmumisaeg: 27-Oct-2021, Hardback, Kirjastus: Morgan & Claypool Publishers, ISBN-13: 9781636392431)
Human visual perception is limited to the visual-optical spectrum. Machine vision is not. Cameras sensitive to the different infrared spectra can enhance the abilities of autonomous systems and visually perceive the environment in a holisti...Loe edasi...
Human visual perception is limited to the visual-optical spectrum. Machine vision is not. Cameras sensitive to the different infrared spectra can enhance the abilities of autonomous systems and visually perceive the environment in a holistic way. Rel...Loe edasi...
Human visual perception is limited to the visual-optical spectrum. Machine vision is not. Cameras sensitive to the different infrared spectra can enhance the abilities of autonomous systems and visually perceive the environment in a holisti...Loe edasi...
