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The geometry of multiple images : the laws that govern the formation of multi…
This book formalizes and analyzes the relations between multiple views of a scene from the perspective of various types of geometries. A key feature is that it considers Euclidean and affine geometries as special cases of projective geometry.Over the last forty years, researchers have made great strides in elucidating the laws of image formation, processing, and understanding by animals, humans…
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- ISBN/ISSN
- 9780262272513
- Collation
- 1 online resource (xxiv, 644 pages) :illustrations
- Series Title
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- Call Number
- 006 FAU g
Experiments in the machine interpretation of visual motion
If robots are to act intelligently in everyday environments, they must have a perception of motion and its consequences. This book describes experimental advances made in the interpretation of visual motion over the last few years that have moved researchers closer to emulating the way in which we recover information about the surrounding world. It describes algorithms that form a complete, imp…
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- ISBN/ISSN
- 9780262280372
- Collation
- 1 online resource (236 pages) :illustrations.
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- -
- Call Number
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Markov Random Fields for Vision and Image Processing
State-of-the-art research on MRFs, successful MRF applications, and advanced topics for future study.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262298353
- Collation
- 1 online resource (vii, 463 pages) :illustrations
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- -
- Call Number
- -
A computational perspective on visual attention
Although William James declared in 1890, "Everyone knows what attention is," today there are many different and sometimes opposing views on the subject. This fragmented theoretical landscape may be because most of the theories and models of attention offer explanations in natural language or in a pictorial manner rather than providing a quantitative and unambiguous statement of the theory. They…
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- ISBN/ISSN
- 9780262295420
- Collation
- 1 online resource (xvi, 308 pages) :illustrations (some color)
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- -
- Call Number
- -
Object recognition in man, monkey, and machine
The contributors bring a wide range of methodologies to bear on the common problem of image-based object recognition. These interconnected essays on three-dimensional visual object recognition present cutting-edge research by some of the most creative neuroscientific, cognitive, and computational scientists in the field. Cassandra Moore and Patrick Cavanagh take a classic demonstration, t…
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- ISBN/ISSN
- 9780262287609
- Collation
- 1 online resource (217 pages) :illustrations.
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- -
- Call Number
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2D object detection and recognition :models, algorithms, and networks
Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based on statistical modeling and estimation, with an emphasis on …
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- ISBN/ISSN
- 9780262267090
- Collation
- 1 online resource (xiv, 306 pages) :illustrations
- Series Title
- -
- Call Number
- -
Distant viewing :computational exploration of digital images
"The authors construct theories and methods for "distant viewing" as a method for analyzing collections of digitized visual materials with computer vision"--OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262375160
- Collation
- 1 online resource
- Series Title
- -
- Call Number
- -
Visualization in Medicine and Life Sciences III Towards Making an Impact
The book discusses novel visualization techniques driven by the needs in medicine and life sciences as well as new application areas and challenges for visualization within these fields. It presents ideas and concepts for visual analysis of data from scientific studies of living organs or to the delivery of healthcare. Target scientific domains include the entire field of biology at all scales …
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- ISBN/ISSN
- 978-3-319-24523-2
- Collation
- -
- Series Title
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- Call Number
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Visualization and Processing of Higher Order Descriptors for Multi-Valued Data
Modern imaging techniques and computational simulations yield complex multi-valued data that require higher-order mathematical descriptors. This book addresses topics of importance when dealing with such data, including frameworks for image processing, visualization and statistical analysis of higher-order descriptors. It also provides examples of the successful use of higher-order descriptors …
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- ISBN/ISSN
- 978-3-319-15090-1
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Visual Quality Assessment by Machine Learning
The book encompasses the state-of-the-art visual quality assessment (VQA) and learning based visual quality assessment (LB-VQA) by providing a comprehensive overview of the existing relevant methods. It delivers the readers the basic knowledge, systematic overview and new development of VQA. It also encompasses the preliminary knowledge of Machine Learning (ML) to VQA tasks and newly developed …
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- ISBN/ISSN
- 978-981-287-468-9
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- -
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