{"product_id":"computational-models-for-cognitive-vision","title":"Computational Models for Cognitive Vision","description":"\u003cp\u003e\u003cb\u003eLEARN HOW TO APPLY COGNITIVE PRINCIPLES TO THE PROBLEMS OF COMPUTER VISION\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eComputational Models for Cognitive Vision\u003c\/i\u003e formulates the computational models for the cognitive principles found in biological vision, and applies those models to computer vision tasks. Such principles include perceptual grouping, attention, visual quality and aesthetics assessment, knowledge-based interpretation and learning, to name a few. The ultimate goal of this book is to provide a framework for creation of a machine vision system with the capability and versatility of human vision. \u003c\/p\u003e\u003cp\u003eWritten by Dr. Hiranmay Ghosh, the book takes readers through the transformation of visual signals that takes place in the eyes, principles of Bayesian reasoning for perception and cognition, and other related topics, before establishing the relationship of cognitive vision with various principles of the multi-disciplinary field broadly referred to as \"artificial intelligence\". The theories are illustrated with diverse application examples, such as computational photography, digital heritage and social robots. The author concludes with salient observations about the state of the field of cognitive vision and future research directions. \u003c\/p\u003e\u003cp\u003eOther topics covered in the book include: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eknowledge representation techniques for cognitive computing\u003c\/li\u003e \u003cli\u003eevolution of cognitive architectures\u003c\/li\u003e \u003cli\u003edeep learning approaches for visual cognition\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eUndergraduate students, graduate students, engineers, and researchers interested in cognitive vision will find this an indispensable and practical resource in the development and study of computer vision.\u003c\/p\u003e","brand":"Hiranmay Ghosh","offers":[{"title":"Default Title","offer_id":42860025184317,"sku":"9781119527862","price":92.66,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0597\/7689\/2989\/files\/9781119527862_d458f14c-f40c-436a-b480-7fa4eb82dd6e.jpg?v=1767072837","url":"https:\/\/www.palmleaf.com.au\/products\/computational-models-for-cognitive-vision","provider":"Palmleaf","version":"1.0","type":"link"}