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. 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. ).
To purchase this book look here
BibRef
0100
Pavlidis, T.,
Structural Pattern Recognition,
New York:
Springer1977.
BibRef
7700
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.
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.
(Also
BibRef
8600
McGraw-Hill0-07-030349-5)
PDF Version.
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.
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 Version.
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.
WWW Version.
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,
Morgan Kaufmann2005.
ISBN 0122060938.
WWW Version.
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.
To purchase this book look here
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 Version.
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 Version.
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.
To purchase this book look here
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 Version.
BibRef
9500
Dance, S.,
Liu, Z.Q., and
Caelli, T.M.,
Picture Interpretation: A Symbolic Approach,
World ScientificSingapore, 1995.
Online In 2 Parts:
PDF Version.
PDF Version.
BibRef
9500
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 Version. The form of the Compendium is as a collection of hypertext summaries
on the central topics in computer vision. We have organized an index
of about 1300 (800 with content) topics.
Essentially articles and illustrations from various
people. Also has text for a set of out of print Computer Vision books.
See also Computer Vision.
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. 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 Version.
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
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 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.
To purchase this book look here
BibRef
9600
Parker, J.R.,
Practical Computer Vision Using C,
WileyOctober 1993.
ISBN: 0-471-59262-5
HTML Version.
Code, Computer Vision. To purchase this book look here
BibRef
9310
Klette, R.,
Schluens, K., and
Koschan, A.,
Computer Vision,
SpringerSingapore 1998. In English.
BibRef
9800
Earlier: A1, A3, A2:
ViewegBraunschweig, Germany, 1996.
in German.
The English version is revised and expanded.
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 Version.
BibRef
9600
Umbaugh, S.E.[Scott E.],
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.
To purchase this book look here
BibRef
9800
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.
To purchase this book look here
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 Version. Visual representation on the notion of correspondence between internal
and distant similarities in objects.
To purchase this book look here
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. To purchase this book look here
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: 0-12-379777-2.
Code, Computer Vision. A concise edition based on the 3 volume set above. The
main parts parallel the volumes above.
To purchase this book look here
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 Version.
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 Version. Early vision, color, stereo and visual navigation.
To purchase this book look here
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 Version. or
WWW Version.
To purchase this book look here
BibRef
0010
Pauli, J.[Josef],
Learning-Based Robot Vision,
Springer-Verlag2001.
BibRef
0100
LNCS2048.
HTML Version.
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.
BibRef
0100
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.
To purchase this book look here
BibRef
0300
Shawe-Taylor, J.[John], and
Cristianini, N.[Nello],
Kernel Methods for Pattern Analysis,
Cambridge University Press2004.
ISBN: 0521813972.
WWW Version.
To purchase this book look here
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.
HTML Version.
BibRef
0500
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 Version. A comprehensive dictionary of the 2500 most commonly used terms in the
field of computer vision, image analysis and image processing.
To purchase this book look here
BibRef
0500
Paragios, N.[Nikos],
Chen, Y.[Yunmei],
Faugeras, O.D.[Olivier D.],
Handbook of Mathematical Methods in Computer Vision,
Springer2006, ISBN 978-0-387-26371-7
Indexed as:
BibRef
0600
MMCV05
WWW Version. 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.
To purchase this book look here
BibRef
Snyder, W.E.[Wesley E.], and
Qi, H.R.[Hai-Rong],
Machine vision,
Cambridge University Press2004.
ISBN : 0-521-83046-X.
BibRef
0400
Schirra, J.R.J.[Jörg R. J.],
Foundation of Computational Visualistics,
Bildwissenschaft(Hrsg. Klaus Rehkämper, Klaus Sachs-Hombach)
2005.
ISBN 3-8350-6015-5
BibRef
0000
Hammoud, R.I.[Riad I.], (Ed.)
Interactive Video: Algorithms and Technologies,
Springer2006. ISBN: 3-540-33214-6
WWW Version.
To purchase this book look here
BibRef
0600
Paragios, N.[Nikos],
Chen, Y.[Yunmei], and
Faugeras, O.D.[Olivier D.], (Eds.)
Handbook of Mathematical Models in Computer Vision,
Springer2005.
ISBN 0387263713
WWW Version. Variational Techniques,
Boundary Extraction, Segmentation and Grouping,
Shape Modeling and Registration.
To purchase this book look here
BibRef
0500
Medioni, G.[Gérard], and
Kang, S.B.[Sing Bing],
Emerging Topics in Computer Vision,
Prentice Hall2004.
ISBN 0-13-101366-1
To purchase this book look here
BibRef
0400
Theodoridis, S.[Sergios],
Koutroumbas, K.[Konstantinos],
Pattern Recognition, 3rd Edition,
Academic Press2006.
WWW Version. 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.
To purchase this book look here
BibRef
0600
Bigun, J.,
Vision with Direction:
A Systematic Introduction to Image Processing and Computer Vision,
Springer2006, ISBN 978-3-540-27322-6.
WWW Version. Single direction, group direction, corners and edges, Hough transform,
and motion estimation using direction tensors as the unifying concept.
To purchase this book look here
BibRef
0600
Chapter on Books, Collections, Overviews, General, and Surveys continues in
Image Processing Books .