Duda, R.O., and
Hart, P.E.,
Pattern Classification and Scene Analysis,
New York:
Wiley1973.
Vision Text.
Pattern Recognition. Strong on Classification with much of the
scene analysis up to 1973 included.
BibRef
7300
Duda, R.O.,
Hart, P.E., and
Stork, D.G.,
Pattern Classification,
New York:
Wiley2001.
ISBN: 0-471-05669-3.
Second Edition.
HTML Version.
Vision Text.
Pattern Recognition.
Survey, Pattern Recognition. This is a significant revision and expansion of the first half of
the classic Duda and Hart book (
See also Pattern Classification and Scene Analysis. ).
Buy this book: Pattern Classification (2nd Edition)
BibRef
0100
Pavlidis, T.,
Structural Pattern Recognition,
New York:
Springer1977.
BibRef
7700
Mohr, R.,
Pavlidis, T.,
Sanfeliu, A.,
Structural Pattern Analysis,
World Scientific. 1988.
ISBN: 978-981-02-0097-8
HTML Version.
BibRef
0000
Tanimoto, S.L., and
Klinger, A.,
Structured Computer Vision: Machine Perception through
Hierarchical Computational Structures,
New York:
Academic Press1980.
Pyramids.
BibRef
8000
Frisby, J.P.,
Seeing: Illusion, Brain and Mind,
Oxford University Press1980.
BibRef
8000
Nevatia, R.,
Machine Perception,
Prentice HallEnglewood Cliffs, NJ 07632, 1982.
BibRef
8200
USC Computer Vision
HTML Version.
Vision Text. Chapters: Introduction, Pattern
Classification Methods, Simple Polyhedral Scenes, Complex Scenes of Polyhedra,
Shape Analysis and Recognition, Perception of Brightness and Color, Edge and
Curve Detection, Region Segmentation and Texture Analysis, Depth Measurement
and Analysis, Systems and Applications. Bibliography for each chapter.
BibRef
Ballard, D.H.[Dana H.], and
Brown, C.M.[Christopher M.],
Computer Vision,
Prentice HallEnglewood Cliffs, NJ 07632, 1982.
BibRef
8200
Online Book2003.
Vision Text. ISBN 0-13-165316-4.
HTML Version.
Chapters: Computer vision, Image Formation,
Early Processing, Boundary Detection, Region Growing, Texture, Motion,
Representation of Two-Dimensional Geometric Structures, Representation of
Three-Dimensional Structures, Knowledge Representation and Use, Matching,
Inference, Goal Achievement, Appendices: Some mathematical tools, Advanced
Control Mechanisms. Bibliography for each chapter, author and subject index.
BibRef
Marr, D.,
Vision: A Computational Investigation into the Human Representation
and Processing of Visual Information,
W.H. Freemanand Co., 1982.
ISBN 0-7167-1284-9.
Buy this book: Vision Marr
BibRef
8200
Dodwell, P.C.,
Caelli, T.M.,
Figural Synthesis,
ErlbaumHillsdale, NJ, 1984.
BibRef
8400
Levine, M.D.,
Vision in Man and Machine,
New York:
McGraw-Hill1985, 0-07-037446-5, 574pp.
How understanding biology might help building computers that can see.
Contents: Biological vision systems; Biological signal processing; Edge
detection; Spatial and frequency domain processing; Color; Organization and
aggregation; Texture; Shape.
BibRef
8500
Horn, B.K.P.,
Robot Vision,
Cambridge:
MIT Press1986.
ISBN 0-262-08159-8.
(Also
BibRef
8600
McGraw-Hill0-07-030349-5)
PDF File.
Survey, Robot Vision.
Vision Text. Standard computer vision book.
Image formation and image sensing; Binary images: geometrical properties;
Regions and images; Topological properties; Segmentation; Continuous
Images; Discrete Images; Edges and edge finding; Lightness and color;
Reflectance map; Photometric stereo; Shape from Shading; Motion field
and optical flow; Photogrammetry and stereo; Pattern classification;
Polyhedral objects; Extended gaussina images; Passive navigation
and structure from motion; Picking parts out of a bin.
Buy this book: Robot Vision (MIT Electrical Engineering and Computer Science)
BibRef
Pentland, A.P.,
From Pixels to Predicates,
Norwood, NJ:
AblexCorp., 1986.
Computational Vision. ISBN 0-89391-237-9.
Computational vision including stereo, shading, texture showing progression
from research to practical technique.
BibRef
8600
Shirai, Y.[Yoshiaki],
Three-Dimensional Computer Vision,
Springer-Verlag1987.
BibRef
8700
Fischler, M.A., and
Firschein, O.,
Intelligence: The Eye, the Brain and the Computer,
Reading, MA:
Addison-Wesley1987.
ISBN: 0201120011.
WWW Link.
BibRef
8700
Schalkoff, R.J.,
Digital Image Processing and Computer Vision,
New York:
Wiley1989.
BibRef
8900
Wechsler, H.,
Computational Vision,
San Diego:
Academic Press1990, 576 pp.
Integrated theory of computational vision.
Survey, Computational Vision.
Computational Vision, Survey.
BibRef
9000
Clark, J.J., and
Yuille, A.L.,
Data Fusion for Sensory Information Processing Systems,
Hingham, MA:
KluwerAcademic Publishers, July 1990.
ISBN 0-7923-9120-9.
Sensor Fusion. Mathematical foundation for constructing data fusion algorithms.
Springer DOI
BibRef
9007
Watt, R.,
Understanding Vision,
San Diego:
Academic Press1990.
(Text) Basics of computer vision.
BibRef
9000
Davies, E.R.,
Machine Vision: Theory, Algorithms, Practicalities, Third Edition,
Elsevier2005.
ISBN: 978-0-12-206093-9
WWW Link.
Survey, Machine Vision.
BibRef
0500
Earlier:
Machine Vision: Theory, Algorithms, Practicalities, Second Edition,
San Diego:
Academic Press1996.
BibRef
Earlier:
Machine Vision: Theory, Algorithms, Practicalities,
San Diego:
Academic Press1990, 576 pp.
General overview book.
Buy this book: Machine Vision : Theory, Algorithms, Practicalities
BibRef
Fukunaga, K.[Keinosuke],
Introduction to Statistical Pattern Recognition,
(Second Edition),
San Diego:
Academic Press1990.
ISBN 0-12-269851-7.
First Edition: 1972.
Pattern Recognition.
Survey, Pattern Recognition. The standard reference book.
BibRef
9000
Galbiati, Jr., L.J.[Louis J.],
Machine Vision and Digital Image Processing Fundamentals,
Englewood Cliffs:
Prentice HallInc., 1990,
ISBN 0-13-542044-X.
Introductory text.
BibRef
9000
Chapman, D.,
Vision, Instruction and Action,
Cambridge, MA:
MIT Press1991,
BibRef
9100
And:
MIT AI-TR-1204, April 1990.
BibRef
Ph.D.Thesis EECS, MIT,
Reviewed in Computing Reviews.
WWW Link.
BibRef
Overington, I.,
Computer Vision, A Unified, Biologically-Inspired Approach,
Amsterdam:
North Holland1992, 350 pp. ISBN: 0-444-88972-8.
Gives one approach to the
whole field, including low-level, edges, motion, etc.
WWW Link.
BibRef
9200
Vernon, D.[David],
Machine Vision: Automated Visual Inspection and Robot Vision,
New York:
Prentice Hall1991, 260 pages.
ISBN 0-13-543398-3. Review in CR.
HTML Version.
Application, Industrial.
BibRef
9100
Torras, C.,
Computer Vision, Theory and Industrial Applications,
New York:
Springer1992, 464pp.
BibRef
9200
Cantoni, V.,
Ferretti, M.,
Levialdi, S.,
Negrini, R., and
Stefanelli, R., eds.,
Progress in Image Analysis and Processing,
I and II,
World ScientificSingapore, I: 1989, II: 1992.
BibRef
8900
IAPfor references.
BibRef
Impedovo, S.,
Progress in Image Analysis and Processing, III,
World ScientificSingapore, 1994.
BibRef
9400
IAP-IIIfor references.
Based on the seventh ICIAP.
BibRef
Haralick, R.M.[Robert M.], and
Shapiro, L.G.,
Computer and Robot Vision,
Indexed as
CandRV921992.
Two Volumes.
Reading, MA:
BibRef
9200
Addison-Wesley1992 and 1993.
ISBN 0-201-10877-1 and 0-201-56943-4
BibRef
Shapiro, L.G.[Linda G.],
Stockman, G.C.[George C.],
Computer Vision,
Prentice Hall2001.
ISBN: 013-0307963.
HTML Version.
Survey, Computer Vision. Buy this book: Computer Vision
BibRef
0100
Faugeras, O.D.[Olivier D.],
Three-Dimensional Computer Vision: A Geometric Viewpoint,
Cambridge, MA:
MIT Press1993, 663 pp. $65.00, ISBN 262-06158-9.
Chapters: Introduction,
Projective Geometry, Modeling and Calibrating Cameras, Edge
Detection, Representing Geometric Primitives and Their Uncertainty,
Stereo Vision, Determing Discrete Motion from Points and Lines,
Tracking Tokens over Time, Motion Fields of Curves, Interpolating
and Approximating Three-Dimensional Data, Recognizing and Locating
Objects and Places, Answers to Problems, Constrained Optimization,
Some Results from Algebraic Geometry, Differential Geometry.
BibRef
9300
Nalwa, V.S.[Vishvjit S.],
A Guided Tour of Computer Vision,
Addison-Wesley1993, ISBN: 1-201-54853-4, $34.95.
The book concentrates on deterministic (i.e. not heuristic)
approaches to vision and thus does not cover high-level
analysis.
Contente: Image Formation; Edge Detection and Image
Segmentation; Line-Drawing Interpretation; Shading; Texture;
Stereo; Motion and Shape Representation.
BibRef
9300
Jain, R.C.,
Kasturi, R., and
Schunck, B.G.,
Machine Vision,
New York:
McGraw-Hill1995, ISBN 0-07-0332018-7, 512pp.
Contents: Binary image processing; Regions; Image filtering;
Edge detection; Contours; Texture; Optics;
Shading; Color; Depth; Calibration; Surfaces; Volumetric representations;
Motion; Object recognition.
There is an online resource associated with the book that contains
Images, Algorithms, Corrections to the book, Pointers to other sources, and
Feedback from users.
WWW Link.
BibRef
9500
Dance, S.,
Liu, Z.Q., and
Caelli, T.M.,
Picture Interpretation: A Symbolic Approach,
World ScientificSingapore, 1995.
HTML Version. Online In 2 Parts:
PDF File.
PDF File.
BibRef
9500
Cantoni, V.[Virginio],
Levialdi, S.[Stefano],
Roberto, V.[Vito],
Artificial Vision: Image Description, Recognition, and Communication,
Elsevier1996.
WWW Link.
BibRef
9600
Fleck, M.M.[Margaret M.], and
Stevenson, D.[Daniel],
Computer Vision Handbook,
Harvey Mudd1997.
BibRef
9700
Online BookOnline handbook for computer vision. Contains descriptions of the topics
and important references.
HTML Version.
BibRef
Fisher, R.B.[Robert B.], (Ed.)
CV-Online: The Evolving, Distributed, Non-Proprietary, On-Line
Compendium of Computer Vision,
Online BookDepartment of Artificial Intelligence
University of Edinburgh, UK. 1998.
Indexed as:
BibRef
9800
CV-Online
BibRef
Edinburgh
WWW Link. The form of the Compendium is as a collection of hypertext summaries
on the central topics in computer vision.
CVonline groups topics into a sensible hierarchy but exploits the
improving quality and breadth of wikipedia.
BibRef
Fisher, R.B.[Robert B.], (Ed.)
HIPR2: Free WWW-based Image Processing Teaching Materials with JAVA,
Online Book2000.
0001
BibRef
Edinburgh
Code, Image Processing.
Code, Image Processing, Java. Department of Artificial Intelligence
University of Edinburgh, UK.
A collection of Image Processing examples -- with Java to be run through the
web. For teaching. The 50 most common classes of image processing operations.
How they work, when to use them, examples and java.
WWW Link.
BibRef
IAPR Tutorials on Topics in 2D Image Analysis, Computer Vision,
Online Book2008.
0804
Survey, Computer Vision.
HTML Version. A collection of various tutorials, such as might be given at a summer
school or conference tutorial on topics in Computer Vision.
BibRef
IAPR Pattern Recognition Education Resources,
Online Book2008.
0809
Survey, Computer Vision.
WWW Link.
The most important resources are for students, researchers and educators.
Tutorials and surveys, Explanatory text, Online demos, Datasets,
Book lists, Free code, Course notes, Lecture slides,
Course reading lists, Coursework/homework,
A list of course web pages at many universities.
Divided into 3 core technology areas and 2 broad
families of application areas:
1. Symbolic Pattern Recognition
2. Statistical Pattern Recognition
3. Machine Learning
4. 1D Signal Analysis
5. Computer vision/Image Processing/Machine Vision
See also IAPR: International Association for Pattern Recognition.
BibRef
Fisher, R.B.[Robert B.],
Perkins, S.[Simon],
Walker, A.[Ashley],
Wolfart, E.[Erik],
Hypermedia Image Processing Reference,
A complete online tutorial for image processing,
available on CD-ROM from John
Wiley& Sons, 1996.
Code, Image Processing. Demonstration version:
BibRef
9600
Edinburgh
WWW Link.
BibRef
Computer Vision Lectures,
Online VideosDepartment of Artificial Intelligence
University of Edinburgh, UK. 2014.
BibRef
1400
Edinburgh
HTML Version.
BibRef
Parker, J.R.,
Algorithms for Image Processing and Computer Vision,
Wiley1996.
ISBN 0-471-14056-2.
Code, Image Processing. Chapters include:
Advanced edge detection, Use of digital morphology,
Advanced methods in grey-level segmentation, Texture,
Skeletonization, Image Restoration, Wavelets, OCR, Symbol recognition, GA.
Buy this book: Algorithms for Image Processing and Computer Vision
BibRef
9600
Parker, J.R.,
Practical Computer Vision Using C,
WileyOctober 1993.
ISBN: 0-471-59262-5
HTML Version.
Code, Computer Vision.
Code, Image Processing, C.
Buy this book: Practical Computer Vision Using C
BibRef
9310
Klette, R.,
Schluens, K., and
Koschan, A.F.,
Computer Vision,
SpringerSingapore 1998. In English.
ISBN: 981-3083-71-9.
survey, Computer Vision.
BibRef
9800
Earlier: A1, A3, A2:
ViewegBraunschweig, Germany, 1996.
in German.
The English version is revised and expanded.
Buy this book: Computer Vision
BibRef
Ullman, S.[Shimon],
High-Level Vision: Object Recognition and Visual Cognition,
MIT PressCambridge, MA, 1996.
ISBN 0-262-21013-4, 384pp.
Examines 2 problems: object recognition despite variations in viewing
position or illumination; visual cognition or extraction of shape, etc. while
performing visual tasks.
BibRef
9600
Ritter, G.X.[Gerhard X.], and
Wilson, J.N.[Joseph N.],
Handbook of Computer Vision Algorithms in Image Algebra,
CRC PressBoca Raton, FL, 1996.
ISBN 0-8493-2636-2.
Code, Image Processing.
WWW Link.
BibRef
9600
Friedman, M.[Menahem],
Kandel, A.[Abraham],
Introduction to Pattern Recognition:
Statistical, Structural, Neural and Fuzzy Logic Approaches,
World ScientificSingapore, 1999.
ISBN: 978-981-02-3312-9.
HTML Version.
BibRef
9900
Bunke, H.[Horst],
Caelli, T.[Terry],
Hidden Markov Models:
Applications in Computer Vision,
World ScientificSingapore, 2001.
ISBN: 978-981-02-4564-1.
HTML Version.
BibRef
0100
And:
ACM Press2001, ISBN: 981-02-4564-5.
WWW Link. Also published as a special issue of the
IJPRAI February 2001.
BibRef
Umbaugh, S.E.[Scott E.],
Digital Image Processing and Analysis:
Human and Computer Vision Applications with CVIPtools, Second Edition,
CRC PressBoca Raton, FL, November 15, 2010.
ISBN: 9781439802052
WWW Link.
Buy this book: Digital Image Processing and Analysis: Human and Computer Vision Applications with CVIPtools, Second Edition
Code, Image Processing.
1010
BibRef
Earlier:
Computer Vision and Image Processing:
A Practical Approach Using CVIPtools,
New York:
Prentice Hall1998.
ISBN 0-13-264599-8, with a CD-ROM.
Code, Image Processing. Application oriented. Analysis, Restoration, Enhancement, Compression.
BibRef
Trucco, E.[Emanuele],
Verri, A.[Alessandro],
Introductory Techniques for 3-D Computer Vision,
New York:
Prentice Hall1998.
ISBN 0-13-261108-2.
Both intensity and range images. Imaging, noise, features, camera
calibration, stereo, motion, shape from 1 image, recognition,
object location.
Buy this book: Introductory Techniques for 3-D Computer Vision
BibRef
9800
Klette, R.,
Rosenfeld, A.,
Sloboda, F., (eds.),
Advances in Digital and Computational Geometry,
SpringerSingapore 1998.
BibRef
9800
Edelman, S.[Shimon],
Representation and Recognition in Vision,
MIT Press1999, 402pp. ISBN 0-262-05057-9.
WWW Link. Visual representation on the notion of correspondence between internal
and distant similarities in objects.
Buy this book: Representation and Recognition in Vision (Bradford Books)
BibRef
9900
Jähne, B.[Bernd],
Haussecker, H.W.[Horst W.], and
Geissler, P., (eds.),
Handbook of Computer Vision and Applications.
1. Sensors and Imaging,
Academic PressSan Diego, CA, 1999.
BibRef
9900
And:
Handbook of Computer Vision and Applications.
2. Signal Processing and Pattern Recognition,
Academic PressSan Diego, CA, 1999.
BibRef
And:
Handbook of Computer Vision and Applications.
3. Systems and Applications,
Academic PressSan Diego, CA, 1999.
Three volumes and CD-ROM set, xxiii + 623 + xxiii + 942 + xlv + 894 pp., $995. ISBN 0-12-379770-5.
Indexed under:
BibRef
HCVA99
Code, Computer Vision. Buy this book: Handbook Of Computer Vision And Applications 3 Vol Set And Cd-rom Set
BibRef
Jähne, B.[Bernd],
Haussecker, H.W.[Horst W.],
Computer Vision and Applications:
A Guide for Students and Practitioners,
Academic PressApril 2000, 693 pp, ISBN: 978-0-12-379777-3.
Code, Computer Vision.
WWW Link. A concise edition based on the 3 volume set above. The
main parts parallel the volumes above.
Buy this book: Computer Vision and Applications: A Guide for Students and Practitioners (With CD-ROM)
BibRef
0004
Nikolaidis, N.[Nikos],
Pitas, I.[Ioannis],
3-D Image Processing Algorithms,
John
Wiley& Sons, October 2000. ISBN: 0471377368.
Analysis of 3-D data (volume filtering, features of 3-D objects,
etc.)
With the EIKONA3D software:
WWW Link.
Code, Image Processing. Buy this book: 3-D Image Processing Algorithms
BibRef
0010
Mallot, H.A.[Hanspeter A.], Translated by
Allen, J.S.[John S.],
Computational Vision: Information Processing in Perception
and Visual Behavior,
MIT Press2000, ISBN 0-262-13381-4.
WWW Link. Early vision, color, stereo and visual navigation.
Buy this book: Computational Vision: Information Processing in Perception and Visual Behavior (Computational Neuroscience)
BibRef
0001
Whelan, P.F., and
Molloy, D.,
Machine Vision Algorithms in Java: Techniques and Implementation,
SpringerLondon, October 2000.
ISBN: 1-85233-218-2.
WWW Link. or
WWW Link.
Code, Image Processing.
Code, Image Processing, Java.
Buy this book: Machine Vision Algorithms in Java: Techniques and Implementation
BibRef
0010
Pauli, J.[Josef],
Learning-Based Robot Vision,
Springer-Verlag2001.
BibRef
0100
LNCS2048.
ISBN: 978-3-540-45124-2
Springer DOI
BibRef
Batchelor, B.G.,
Waltz, F.M.,
Intelligent Machine Vision:
Techniques, Implementations and Applications,
Springer-VerlagFall 2001.
ISBN 3-540-76224-8.
Fundamentals, algorithms, implementations.
Buy this book: Intelligent Machine Vision: Techniques, Implementations and Applications
BibRef
0100
Batchelor, B.G.[Bruce G.],
Machine Vision Handbook,
Springer2012.
ISBN: 978-1-84996-168-4
Forsyth, D.A.[David A.], and
Ponce, J.[Jean],
Computer Vision: A Modern Approach,
Prentice Hall2003.
ISBN 0-13-085198-1.
HTML Version. Image Formation, Early Vision (single, multiple images), Mid-level Vision,
High-Level Vision (Geometric Models), High-Level Vision (Probabilistic Models),
Applications.
Buy this book: Computer Vision: A Modern Approach
BibRef
0300
Shawe-Taylor, J.[John], and
Cristianini, N.[Nello],
Kernel Methods for Pattern Analysis,
Cambridge University Press2004.
ISBN: 0521813972.
WWW Link.
Buy this book: Kernel Methods for Pattern Analysis
BibRef
0400
Ma, Y.,
Soatto, S.,
Kosecká, J.,
Sastry, S.S.,
An Invitation to 3-D Vision:
From Images to Geometric Models,
Springer-Verlag2005
ISBN: 0-387-00893-4.
Springer DOI
Code, Computer Vision. Buy this book: An Invitation to 3-D Vision
BibRef
0500
Fisher, R.B.[Robert B.],
Breckon, T.P.[Toby P.],
Dawson-Howe, K.[Kenneth],
Fitzgibbon, A.W.[Andrew W.],
Robertson, C.[Craig],
Trucco, E.[Emanuele],
Williams, C.K.I.[Christopher K. I.],
Dictionary of Computer Vision and Image Processing, Second Edition,
WileyDecember 2013.
ISBN: 978-1-119-94186-6
Fisher, R.B.[Robert B.],
Dawson-Howe, K.M.[Ken M.],
Fitzgibbon, A.W.[Andrew W.],
Robertson, C.[Craig],
Trucco, E.[Emanuele],
Dictionary of Computer Vision and Image Processing,
Wiley2005.
ISBN: 0-470-01526-8.
HTML Version. A portion has been made available with the publisher's permission:
WWW Link. A comprehensive dictionary of the 2500 most commonly used terms in the
field of computer vision, image analysis and image processing.
BibRef
0500
Paragios, N.[Nikos],
Chen, Y.M.[Yun-Mei],
Faugeras, O.D.[Olivier D.],
Handbook of Mathematical Methods in Computer Vision,
Springer2006, ISBN 978-0-387-26371-7
Indexed as:
BibRef
0600
MMCV05
Code, Image Processing.
WWW Link. Discourse
on the mathematical models used in computational vision. Topical areas include:
image reconstruction, segmentation and object extraction, shape modeling and
registration, motion analysis and tracking, and 3D from images, geometry and
reconstruction. The book also includes a study of applications in medical
image analysis.
Buy this book: Handbook of Mathematical Models in Computer Vision
BibRef
Snyder, W.E.[Wesley E.], and
Qi, H.R.[Hai-Rong],
Machine vision,
Cambridge University Press2004.
ISBN : 0-521-83046-X.
Buy this book: Machine Vision
BibRef
0400
Schirra, J.R.J.[Jörg R. J.],
Foundation of Computational Visualistics,
Bildwissenschaft2005.
ISBN 3-8350-6015-5
Hrsg. Klaus Rehkämper, Klaus Sachs-Hombach.
BibRef
0500
Hammoud, R.I.[Riad I.], (Ed.)
Interactive Video: Algorithms and Technologies,
Springer2006. ISBN: 3-540-33214-6
Springer DOI
Buy this book: Interactive Video: Algorithms and Technologies (Signals and Communication Technology)
BibRef
0600
Paragios, N.[Nikos],
Chen, Y.M.[Yun-Mei], and
Faugeras, O.D.[Olivier D.], (Eds.)
Handbook of Mathematical Models in Computer Vision,
Springer2005.
ISBN 0387263713
WWW Link.
Code, Computer Vision. Variational Techniques,
Boundary Extraction, Segmentation and Grouping,
Shape Modeling and Registration.
Buy this book: Handbook of Mathematical Models in Computer Vision
BibRef
0500
Medioni, G.[Gérard], and
Kang, S.B.[Sing Bing],
Emerging Topics in Computer Vision,
Prentice Hall2004.
Theodoridis, S.[Sergios],
Koutroumbas, K.[Konstantinos],
Pattern Recognition, 3rd Edition,
Academic Press2006.
WWW Link. ISBN: 978-0-12-369531-4.
Includes:
Classifiers Based on Bayes Decision Theory;
Linear Classifiers; Nonlinear Classifiers;
Feature Selection; Feature Generation; Template Matching;
Context-Dependant Classification; System Evaluation;
Clustering, Sequential, Hierarchical, Functional Optimization,n
Graph Theory; and Cluster Validity.
Buy this book: Pattern Recognition, 3 Edition
BibRef
0600
Bigun, J.,
Vision with Direction:
A Systematic Introduction to Image Processing and Computer Vision,
Springer2006, ISBN 978-3-540-27322-6.
Springer DOI Single direction, group direction, corners and edges, Hough transform,
and motion estimation using direction tensors as the unifying concept.
Buy this book: Vision with Direction: A Systematic Introduction to Image Processing and Computer Vision
BibRef
0600
Huang, F.[Fay],
Klette, R.[Reinhard],
Scheibe, K.[Karsten],
Panoramic Imaging: Sensor-Line Cameras and Laser Range-Finders,
WileyDecember 2008
ISBN: 978-0-470-06065-0
HTML Version.
Buy this book: Panoramic Imaging: Sensor-Line Cameras and Laser Range-Finders
BibRef
0812
Wah, B.W.[Benjamin W.], (Ed.)
Encyclopedia of Computer Science and Engineering,
John
Wileyand Sons, 2008.
ISBN: 9780470050118
BibRef
0800
EncycloCSE08
DOI Link
BibRef
Steger, C.[Carsten],
Ulrich, M.[Markus],
Wiedemann, C.[Christian],
Machine Vision Algorithms and Applications,
WileyJanuary 2008.
ISBN: 978-3-527-40734-7.
HTML Version.
Buy this book: Machine Vision Algorithms and Applications
0905
BibRef
Escolano, F.[Francisco],
Suau, P.[Pablo],
Bonev, B.[Boyá],
Information Theory in Computer Vision and Pattern Recognition,
Springer2009, ISBN: 978-1-84882-296-2
Springer DOI
Buy this book: Information Theory in Computer Vision and Pattern Recognition
0909
BibRef
Melin, P.[Patricia],
Kacprzyk, J.[Janusz],
Pedrycz, W.[Witold], (Eds.)
Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition,
Springer2010, ISBN: 978-3-642-04515-8
Springer DOI Bio-inspired models, soft computing, hybrid intelligent systems. Fuzzy models.
Neural networks. Robotic applications.
Buy this book: Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition (Studies in Computational Intelligence)
0911
BibRef
De, R.K.[Rajat K.],
Mandal, D.P.[Deba Prasad],
Ghosh, A.[Ashish], (Eds.)
Machine Interpretation of Patterns: Image Analysis and Data Mining,
World ScientificSingapore, 2010.
HTML Version. ISBN: 978-981-4299-18-3.
Pattern recognition, image processing, machine learning,
soft computing, data mining and web intelligence.
Buy this book: Machine Interpretation of Patterns: Image Analysis and Data Mining (Statistical Science and Interdisciplinary Research)
1003
BibRef
Szeliski, R.S.[Richard S.],
Computer Vision: Algorithms and Applications,
Springer2011, ISBN: 978-1-84882-934-3
Cipolla, R.[Roberto],
Battiato, S.[Sebastiano],
Farinella, G.M.[Giovanni Maria], (Eds.)
Computer Vision:
Detection, Recognition and Reconstruction,
Springer2010, ISBN: 978-3-642-12847-9
Springer DOI Based on the Computer Vision summer school, summary of talks, etc.
Buy this book: Computer Vision: Detection, Recognition and Reconstruction (Studies in Computational Intelligence)
1007
BibRef
Bayro-Corrochano, E.[Eduardo],
Scheuermann, G.[Gerik], (Eds.)
Geometric Algebra Computing in Engineering and Computer Science,
Springer2010, ISBN: 978-1-84996-107-3
Springer DOI
Buy this book: Geometric Algebra Computing: in Engineering and Computer Science
1007
BibRef
Rovenski, V.[Vladimir],
Modeling of Curves and Surfaces with MATLAB®,
Springer2010, ISBN: 978-0-387-71277-2
Springer DOI
Code, Surfaces, Matlab. Buy this book: Modeling of Curves and Surfaces with MATLAB® (Springer Undergraduate Texts in Mathematics and Technology)
1007
BibRef
Hérault, J.[Jeanny],
Vision: Images, Signals and Neural Networks, Models of Neural Processing in Visual Perception,
World ScientificMarch 2010
ISBN: 978-981-4273-68-8
Survey, Human Vision.
HTML Version.
Buy this book: Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing)
1011
Vision from the perspective of human visual system applied
to computer processing.
BibRef
Scherzer, O.[Otmar],
Handbook of Mathematical Methods in Imaging,
Springer2011, ISBN: 978-0-387-92919-4.
Springer DOI In 3 volumes.
Buy this book: Handbook of Mathematical Methods in Imaging
1102
BibRef
Kwasnicka, H.[Halina],
Jain, L.C.[Lakhmi C.], (Eds.)
Innovations in Intelligent Image Analysis,
Springer2011, ISBN: 978-3-642-17933-4
Springer DOI Biometric Systems, Computational Intelligence, Image Analysis,
Intelligent Image Analysis
Buy this book: Innovations in Intelligent Image Analysis (Studies in Computational Intelligence)
1103
BibRef
Corke, P.[Peter],
Robotics, Vision and Control:
Fundamental Algorithms in MATLAB,
SpringerNew-York, 2011.
ISBN: 978-3-642-20143-1.
Online only.
Springer DOI
Buy this book: Robotics, Vision and Control: Fundamental Algorithms in MATLAB (Springer Tracts in Advanced Robotics)
Code, Computer Vision.
Code, Computer Vision, Matlab.
1111
BibRef
Choras, R.S.[Ryszard S.], (Ed.)
Image Processing & Communications Challenges 3,
Springer2011.
Cristobal, G.[Gabriel],
Schelkens, P.[Peter],
Thienpont, H.[Hugo],
Optical and Digital Image Processing: Fundamentals and Applications,
WileyJune 2011.
ISBN: 978-3-527-40956-3.
HTML Version.
1109
BibRef
Marques, O.[Oge],
Practical Image and Video Processing Using MATLAB,
WileySeptember 2011.
Dua, S.[Sumeet],
U, R.A.[Rajendra Acharya],
Ng, E.Y.K.,
Computational Analysis of the Human Eye with Applications,
World ScientificApril 2011
ISBN: 978-981-4340-29-8
Survey, Human Vision.
HTML Version.
Buy this book: Computational Analysis of the Human Eye with Applications
1112
BibRef
Dougherty, G.[Geoff],
Pattern Recognition and Classification:
An Introduction,
Springer2013.
ISBN 978-1-4614-5322-2
Radke, R.J.[Richard J.],
Computer Vision for Visual Effects,
Cambridge University Press2012.
ISBN-10: 0521766877 ISBN-13: 978-0521766876
Farinella, G.M.[Giovanni Maria],
Battiato, S.[Sebastiano],
Cipolla, R.[Roberto],
Advanced Topics in Computer Vision,
Klette, R.[Reinhard],
Concise Computer Vision: An Introduction into Theory and Algorithms,
Springer2014.
ISBN 978-1-4471-6319-0
Masini, N.[Nicola],
A Maxwellian Look beyond Opaque Interfaces,
RS(7), No. 3, 2015, pp. 2471-2473.
DOI Link
1504
Book review.
BibRef
Lauinger, N.[Norbert],
The Human Eye: an Intelligent Optical Sensor
(The Inverted Retina: a Diffractive-optical Correlator),
IFSA Publishing2015.
HTML Version. ISBN: 978-84-617-2934-0.
e-ISBN: 978-84-617-2955-5
1504
BibRef
Kanatani, K.[Kenichi],
Understanding Geometric Algebra:
Hamilton, Grasmann, and Clifford for Computer Vision and Graphics,
CRC PressApril 2015.
WWW Link. ISBN 9781482259506, 208 pages
1511
BibRef
Kanatani, K.[Kenichi],
Sugaya, Y.[Yasuyuki],
Kanazawa, Y.,
Guide to 3D Vision Computation: Geometric Analysis and Implementation,
SpringerInternational, Cham, Switzerland, December 29, 2016.
ISBN 978-3-319-48492-1 (hardcover), ISBN 978-3-319-48943-8.
Springer DOI
1701
Code, 3D Vision. Chapters:
1. Introduction
2. Ellipse Fitting
3. Fundamental Matrix Computation
4. Triangulation
5. 3D Reconstruction from Two Views
6. Homography Computation
7. Planar Triangulation
8. 3D Reconstruction of a Plane
9. Ellipse Analysis and 3D Computation of Circles
10. Multiview Triangulation
11. Bundle Adjustment
12. Self-calibration of Affine Cameras
13. Self-calibration of Perspective Cameras
14. Accuracy of Geometric Estimation
15. Maximum Likelihood of Geometric Estimation
16. Theoretical Accuracy Limit.
BibRef
Chapter on Books, Collections, Overviews, General, and Surveys continues in
Image Processing Books .