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   Cameras, Machine Vision

Machine vision (MV) is the application of computer vision to industry and manufacturing. Whereas computer vision is mainly focused on machine-based image processing, machine vision most often requires also digital input/output devices and computer networks to control other manufacturing equipment such as robotic arms. Machine Vision is a subfield of engineering that encompasses computer science, optics, mechanical engineering, and industrial automation. One of the most common applications of Machine Vision is the inspection of manufactured goods such as semiconductor chips, automobiles, food and pharmaceuticals. Just as human inspectors working on assembly lines visually inspect parts to judge the quality of workmanship, so machine vision systems use digital cameras, smart cameras and image processing software to perform similar inspections.

Machine vision systems are programmed to perform narrowly defined tasks such as counting objects on a conveyor, reading serial numbers, and searching for surface defects. Manufacturers favour machine vision systems for visual inspections that require high-speed, high-magnification, 24-hour operation, and repeatability of measurements, frequently, these tasks extend roles traditionally occupied by human beings, whose degree of failure is classically high through distraction, illness and circumstance, although humans may display finer perception over the short period and greater flexibility in classification and adaptation to new defects and quality assurance policies.



Bronze Partners
Basler Vision Technologies
Cognex Corp.
Computer Modules
Dazor Manufacturing Corp.
Eklund Infrared
EPIX Inc.
Integral Vision Inc.
ipd
JAI PULNiX
Leutron Vision
Matrox Imaging
Mitutoyo America Corp.
National Instruments
Navitar, Inc.
Nikon Instrument Group
Norpix
Optiflex Video Systems, Div. of Flexbar Machine
Probing Solutions
SolVision
View Engineering
Fixed and programmable amplifiers - Frequency Devices

 

Books
Camera Link: The Low-Down on Vital New Machine Vision Camera Specification Tech.(Company Business and Marketing)(Product Information): An article from: Advanced Imaging
Menash Shelat and Steve Kinney

Machine Vision: Theory, Algorithms, Practicalities (Signal Processing and Its Applications Series)
E. R. Davies

Excerpt - page 4: "... 22 Machine Vision: Theory, Algorithms, Practicalities the colour camera more expensive, but three digitizers and three image frame stores ..."
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Machine vision in the shortwave infrared: room temperature InGaAs cameras enable machine vision users the same capabilities as visible cameras, while detecting ... visible.: An article from: Advanced Imaging
Marshall J. Cohen and Martin H. Ettenberg

Learning by doing. (Industry News).(PULNiX America)(ZiCAM Zi-640 smart camera uses machine vision to perform repetitive, learnable tasks): An article from: Advanced Imaging
Rich Handley

Machine Vision
Wesley E. Snyder and Hairong Qi

Excerpt - page 181: "... in the topics section. Segmentation: Partitioning an image In many machine vision applications, the set of possible objects in the scene is quite limited. For example, if the camera is viewing a conveyer, there may be only one type ..."
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Understanding and Applying Machine Vision, Second Edition, (Manufacturing Engineering and Materials Processing)
Nello Zeuch

Excerpt - page 13: "... development of the microprocessor and the development of solid state cameras are what really made the applications of machine vision possible and cost effective. Around 1973, the National Science Foundation ..."
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Machine Vision for the Inspection of Natural Products
Mark Graves and Bruce Batchelor

Excerpt - page 9: "... a multi-axis robot. Figure 1.3. An over-simplified view of a Machine Vision system. There are no lights. The camera and computer are not protected and the computer provides output ..."
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Machine Vision Algorithms in Java: Techniques and Implementation
Paul F. Whelan and Derek Molloy

Excerpt - page 192: "... the eye. It should be realised that almost all colour cameras used in machine vision systems have been designed to have this characteristic. The traditional ..."
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Machine Vision for Advanced Production
M. Pietikainen and L. F. Pau

Excerpt - page 34: "... companies, wish to produce and test this new type of machine vision camera system, that allows to selectively look at and process in ..."
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Advances in Machine Vision (Springer Series in Perception Engineering)
Jorge L.C. Sanz

Excerpt - page 158: "... modeling 3D scene geometry. IEEE Trans. on Pattern Analysis and Machine Intel!. PAMI-8, 6 (Nov.), 730-741. Taylor, J.P., and Inigo, K.M. 1984. Camera calibration for binary vision systems. Proc. 3rd Canadian Conference on CAD/CAM and Robotics. (Toronto. ..."
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Applications of Ai, Machine Vision and Robotics (Machine Perception and Artificial Intelligence, Vol 17)
Kim L. Boyer, Louise Stark, and Horst Bunke

Excerpt - page 182: "... to be better than 0.005.5. Sensors Various kinds of cameras and lenses can be used in machine vision systems. To guar- antee versatility, a prototype stereo head must ..."
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Advances in Machine Vision: Strategies and Applications (Series in Computer Science, Vol 32)
Colin Archibald and Emil Petriu

Excerpt - page 286: "... R. C. Gonzalez. "Correspondence in pairs of images acquired by camera displacement in depth". In SPIE ... on Intel. Robots and Comp. Vision, pages 131-136, 1986. [2] N. ... for image matching in 3-D machine vision". IEEE Trans. on Patt. Analysis and Mach. Intel., 11(9):897-915, ..."
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Image Technology: Advances in Image Processing, Multimedia and Machine Vision
Jorge L. C. Sanz

Excerpt - page 74: "... having "agenthood". Even less work has been directed toward using vision in more intelligent coordination. A ... 1989. [Alv87] N. Alvertos. Stereo camera modeling and image correspondence for three- dimensional machine vision. Technical report TR-ECE-87-18, University of Tennessee, August 1987. [Ana87a] ..."
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Vision Interface: Real World Applications of Computer Vision (Machine Perception and Artificial Intelligence)
Mohamed Cheriet and Yee Hong Yang

Excerpt - page 159: "... IEEE 62, 4 (1994) 453-461. 26. R. Tsai, "A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lens," IEEE J. Robot. ..."
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Computer Vision for Human-Machine Interaction
Roberto Cipolla and Alex Pentland

Excerpt - page 65: "... server. Fig. 3.8 is an integrated illustration Human Reader: A Vision-Based Man-Machine Interface ..."
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Physics Based Vision: Principles and Practice: Radiometry (Physics-Based Vision: Principles & Practice)
Lawrence B. Wolff, Steven A. Shafer, and Glenn E. Healey

Excerpt - page 220: "... overall issues of radiometric measurement and shows how they impact machine vision. However, it does not address ... [1] Tsai, R.Y. "A Versatile Camera Calibration Technique for High Accuracy Machine Vision Metrology Using Off- ..."
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Robust Computer Vision: Theory and Applications (Computational Imaging and Vision)
N. Sebe and M.S. Lew

Excerpt - page 2: "... noise that ap- pears in the images due to the cameras used to record the images. Machine vision cameras rely on the correspondence between the optical intensity dis- ..."
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Smart Inspection Systems: Techniques and Applications of Intelligent Vision
Duc T. Pham and R J Alcock

Excerpt - page 188: "... A., Wiedenbeck J.K. and Araman P.A. (1998) Performance of Color Camera Machine Vision in Automated Furniture Rough Mill Systems. Forest Products Journal. Vol. ..."
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Fish Quality Control by Computer Vision (Food Science and Technology)
L. F. Pau

Excerpt - page 157: "... 3-D Machine Vision camera light source 157 shadow pattern on surface object Figure 3 ..."
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Video-Based Surveillance Systems: Computer Vision and Distributed Processing
Paolo Remagnino, Graeme A. Jones, Nikos Paragios, and Carlo S. Regazzoni

Excerpt - page 87: "... Ong. (2000). Tracking Multiple Peo- ple Under Occlusion Using Multiple Cameras. British Machine Vision Conference. [6] Q. Cai and J. K. Aggarwal. (1998). Automatic ..."
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Cameras are for more than taking pictures: industrial cameras run the gamut from machine vision to surveillance.(Core Technology Feature): An article from: Advanced Imaging
Hank Russell

Silicon Imaging USB 2.0 Cameras: setting the imaging world on fire. (Machine Vision Series).(Product Announcement): An article from: Advanced Imaging
Steve Nordhauser

Panasonic Machine Vision: Panasonic's versatile GP-MF622 camera offers cost-effective, high-speed imaging. (Corporate Profiles).(Brief Article): An article from: Advanced Imaging

Toshiba envisions key MV applications for miniature camera. (Toshiba Imaging and Information Systems; machine vision): An article from: Manufacturing Automation

Robot Vision (MIT Electrical Engineering and Computer Science)
Berthold K. P. Horn

Excerpt - page 12: "... an analysis of the binocular stereo problem. In using a machine vision system to guide a mechanical manipulator, measurements in the camera's coordinate system must be transformed into the coordinate system of ..."
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Texture Analysis in Machine Vision
M. K. Pietikainen

Excerpt - page 187: "... Chinese medicine", Proceeding of International Workshop on Texture Analysis in Machine vision, pp. 21 - 27, 1999 Light source _-- jo~ -1~) C ; * Patient Digital Camera To 10 Computer Figure 2: Image acquisition Setup ..."
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Synopsis of recent progress on camera calibration for 3D machine vision (Research report RC. International Business Machines Corporation. Research Division) (Research report RC. International Business Machines Corporation. Research Division)
Roger Y Tsai

Modelling and Control of Mini-Flying Machines (Advances in Industrial Control)
Pedro Castillo, Rogelio Lozano, and Alejandro E. Dzul

Excerpt - page 220: "... film, typically controls exposure. Other parameters to consider when specifying vision sensors include per- formance features, ... and operating enviro-m-ent parameters. Video cameras Video cameras are used in machine vision, quality monitoring, security, and remote monitoring for industrial and ..."
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Experimental Environments for Machine Vision (Machine Perception and Artific Series)
H. I. Christensen

Computer Vision - Eccv '96: 4th European Conference on Computer Vision, Cambridge, Uk, 15-18, 1996 : Proceedings (Vol 2) (Lecture Notes in Computer Science, 1065)
England) European Conference on Computer Vision 1996 Cambridge, Bernard Buxton, R. Cipolla, and G. Goos

Multispectral Image Processing and Pattern Recognition (Series in Machine Perception and Artificial Intelligence, 44)
Society of Photo-Optical Instrumentation Engineers, International Symposium on Multispectral Image Processing, Jun Shen, and P. S. P. Wang

Excerpt - page 68: "... G. D. Sullivan and K. D. Baker, "A simple intuitive camera calibration tool for natural images," British Machine Vision Conf. 2, ed. E. Hancock, 1994, pp. 781-790. ..."
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Binocular Vision and Stereopsis (Oxford Psychology Series)
Ian P. Howard and Brian J. Rogers

Excerpt - page 212: "... the point's position in space. The first condition holds in machine vision systems when the cameras are set up and calibrated very precisely, and it also ..."
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Mechatronics: Designing Intelligent Machines, Volume 1, Perception, Cognition and Execution (Perception, Cognition & Execution - Mechatronics)
George Rzevski

Excerpt - page 106: "... the legitimate subject of research for those interested in human vision, it can be misleading for ... relationship between human vision and machine vision as anything more than ... 2-D arrays. Machine vision TV camera produces a 1-D scan (camera technology may change). Information reaches ..."
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Real-Time Computer Vision (Publications of the Newton Institute)
Demetri Terzopoulos and Christopher M. Brown

Excerpt - page 114: "... D. Baker. Recognising objects on the ground plane. Image and Vision Computing, 12:3 pp 164-172 (1994). ... perspec- tive transformation matrix and camera parameters. British Machine Vision Conference 1993 pp 125-134. [15] T. N. Tan, G. ..."
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Computer Vision - ECCV 90: First European Conference on Computer Vision. Antibes, France, April 23-27, 1990. Proceedings (Lecture Notes in Computer Science)
Olivier Faugeras

Excerpt - page 196: "... Kaufmann Publishers, Inc, 1987. [7] R. Y. Tsai. A Versatile Camera Calibration Technique for High-Accuracy 3D Machine Vi- sion Metrology Using Off-the-Shelf ... Camera Calibration for 3D Machine Vision. In Oussama Khatib, John J. Craig, and TomLozano-Pz, editors, ..."
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Computer Vision and Applications: A Guide for Students and Practitioners (With CD-ROM)
Bernd Jahne

Excerpt - page 113: "... (APS) architecture. After an introduction to the basics of color vision Section 5.7 outlines the technical realization of color chips and color cameras. Often ignored in the design of machine vision systems, the practical limitations of today's solid-state image sensors ..."
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