{"title":"Song-Chun Zhu","description":null,"products":[{"product_id":"computer-vision-book-song-chun-zhu-9783030965297","title":"Computer Vision","description":"As the first book of a three-part series, this book is offered as a tribute to pioneers in vision, such as Béla Julesz, David Marr, King-Sun Fu, Ulf Grenander, and David Mumford. The authors hope to provide foundation and, perhaps more importantly, further inspiration for continued research in vision. This book covers David Marr's paradigm and various underlying statistical models for vision. The mathematical framework herein integrates three regimes of models (low-, mid-, and high-entropy regimes) and provides foundation for research in visual coding, recognition, and cognition. Concepts are first explained for understanding and then supported by findings in psychology and neuroscience, after which they are established by statistical models and associated learning and inference algorithms. A reader will gain a unified, cross-disciplinary view of research in vision and will accrue knowledge spanning from psychology to neuroscience to statistics.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":49744451272977,"sku":"NGR9783030965297","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52668079866129,"sku":"NLS9783030965297","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/3030965295.jpg?v=1767350402"},{"product_id":"computer-vision-book-yixin-zhu-9783031981067","title":"Computer Vision","description":"This volume on visual commonsense reasoning, part of a comprehensive three-volume series, presents a computational framework for bridging the gap between modern computer vision capabilities and human-like visual understanding. While current AI systems excel at pattern recognition tasks, they often lack the sophisticated reasoning capabilities that humans demonstrate effortlessly in understanding and interacting with their environment. This work addresses this limitation by integrating physical, social, and abstract reasoning within a unified computational framework.  The volume is organized into three parts. The first part establishes the theoretical foundations of visual commonsense through a systematic examination of physical understanding, including affordances, intuitive physics, causality, and tool use. These components form the basis for understanding how objects and environments behave and interact. The second part delves into social reasoning aspects, exploring intent, theory of mind, and nonverbal communication - crucial capabilities for AI systems to interpret and predict human behavior. The third part investigates abstract visual reasoning, examining higher-level cognitive capabilities.  Drawing from cognitive science, computer vision, and artificial intelligence, this work:     Provides a systematic treatment of visual commonsense ranging from foundational theories to practical implementations Introduces computational frameworks integrating multiple forms of reasoning Demonstrates applications through extensive examples and case studies Highlights current challenges and future directions in developing human-like visual AI   This carefully crafted volume serves as an invaluable resource for researchers, graduate students, and practitioners in computer vision, artificial intelligence, cognitive science, and related fields. It offers both theoretical insights and practical guidance for developing AI systems with more sophisticated visual understanding capabilities, moving closer to human-like visual intelligence.","brand":"WoB","offers":[{"title":"- \/ - \/ -","offer_id":51670156411153,"sku":"","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ GARDNERS","offer_id":51670156968209,"sku":"NGR9783031981067","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/3031981065.jpg?v=1770290127"}],"url":"https:\/\/www.worldofbooks.com\/en-gb\/collections\/author-books-by-song-chun-zhu.oembed","provider":"World of Books ","version":"1.0","type":"link"}