Biologically Inspired Computer Vision: Fundamentals and Applications
Gabriel Cristobal · Laurent Perrinet · Matthias S. Keil
thg 8 2015 · John Wiley & Sons
Sách điện tử
480
Trang
reportĐiểm xếp hạng và bài đánh giá chưa được xác minh Tìm hiểu thêm
Giới thiệu về sách điện tử này
As the state-of-the-art imaging technologies became more and more advanced, yielding scientific data at unprecedented detail and volume, the need to process and interpret all the data has made image processing and computer vision increasingly important. Sources of data that have to be routinely dealt with today's applications include video transmission, wireless communication, automatic fingerprint processing, massive databanks, non-weary and accurate automatic airport screening, robust night vision, just to name a few. Multidisciplinary inputs from other disciplines such as physics, computational neuroscience, cognitive science, mathematics, and biology will have a fundamental impact in the progress of imaging and vision sciences. One of the advantages of the study of biological organisms is to devise very different type of computational paradigms by implementing a neural network with a high degree of local connectivity.
This is a comprehensive and rigorous reference in the area of biologically motivated vision sensors. The study of biologically visual systems can be considered as a two way avenue. On the one hand, biological organisms can provide a source of inspiration for new computational efficient and robust vision models and on the other hand machine vision approaches can provide new insights for understanding biological visual systems. Along the different chapters, this book covers a wide range of topics from fundamental to more specialized topics, including visual analysis based on a computational level, hardware implementation, and the design of new more advanced vision sensors. The last two sections of the book provide an overview of a few representative applications and current state of the art of the research in this area. This makes it a valuable book for graduate, Master, PhD students and also researchers in the field.
This is a comprehensive and rigorous reference in the area of biologically motivated vision sensors. The study of biologically visual systems can be considered as a two way avenue. On the one hand, biological organisms can provide a source of inspiration for new computational efficient and robust vision models and on the other hand machine vision approaches can provide new insights for understanding biological visual systems. Along the different chapters, this book covers a wide range of topics from fundamental to more specialized topics, including visual analysis based on a computational level, hardware implementation, and the design of new more advanced vision sensors. The last two sections of the book provide an overview of a few representative applications and current state of the art of the research in this area. This makes it a valuable book for graduate, Master, PhD students and also researchers in the field.
Giới thiệu tác giả
Prof. Gabriel Cristobal is currently a Research Scientist at the Instituto de Optica, Spanish Council for Scientific Research (CSIC). His current research interests are joint representations, vision modelling and multidimensional signal processing. Prof. Cristobal is a Senior Member of the IEEE, member of the Optical Society of America (OSA), EURASIP Spanish liaison officer for the period 2009-2010 and member of the ISO/IEC JTC1/SC29/WG1 (JPEG2000). He is co-editor of the book "Optical and Digital Image Processing" by G. Cristobal, P. Schelkens and H. Thienpont, Wiley VCH, 2011.
Prof. Matthias Keil is currently Ramon and Cajal researcher in the Basic Psychology Department of the University of Barcelona (Spain). He received his PhD degree from the University of Ulm (Germany) for proposing a novel architecture for early visual information processing in the human brain. His research interests are centered on computational neuroscience and diffusion-based image processing. Examples of former and current research lines include computational modeling of brightness and lightness perception, tone mapping, time to contact perception, modeling of insect vision, and biologically motivated collision avoidance systems.
Dr. Laurent Perrinet is researcher in Computational Neuroscience at the "Institut de Neurosciences de la Timone" at Aix-Marseille Universite, France. His research is focused on bridging the complex dynamics of realistic models of large-scale models of spiking neurons with functional models of low-level vision.
Prof. Matthias Keil is currently Ramon and Cajal researcher in the Basic Psychology Department of the University of Barcelona (Spain). He received his PhD degree from the University of Ulm (Germany) for proposing a novel architecture for early visual information processing in the human brain. His research interests are centered on computational neuroscience and diffusion-based image processing. Examples of former and current research lines include computational modeling of brightness and lightness perception, tone mapping, time to contact perception, modeling of insect vision, and biologically motivated collision avoidance systems.
Dr. Laurent Perrinet is researcher in Computational Neuroscience at the "Institut de Neurosciences de la Timone" at Aix-Marseille Universite, France. His research is focused on bridging the complex dynamics of realistic models of large-scale models of spiking neurons with functional models of low-level vision.
Xếp hạng sách điện tử này
Cho chúng tôi biết suy nghĩ của bạn.
Đọc thông tin
Điện thoại thông minh và máy tính bảng
Cài đặt ứng dụng Google Play Sách cho Android và iPad/iPhone. Ứng dụng sẽ tự động đồng bộ hóa với tài khoản của bạn và cho phép bạn đọc trực tuyến hoặc ngoại tuyến dù cho bạn ở đâu.
Máy tính xách tay và máy tính
Bạn có thể nghe các sách nói đã mua trên Google Play thông qua trình duyệt web trên máy tính.
Thiết bị đọc sách điện tử và các thiết bị khác
Để đọc trên thiết bị e-ink như máy đọc sách điện tử Kobo, bạn sẽ cần tải tệp xuống và chuyển tệp đó sang thiết bị của mình. Hãy làm theo hướng dẫn chi tiết trong Trung tâm trợ giúp để chuyển tệp sang máy đọc sách điện tử được hỗ trợ.
