Here is the full list of best reference books on Computer Vision.
We have put a lot of effort into researching the best books for reference on this subject and came out with a recommended list of best books. The table below contains a review of these books and links to the Amazon website to directly purchase these books. As an Amazon Associate, we earn from qualifying purchases, but this does not impact our reviews, comparisons, and listing of these books; the table serves as a ready reckoner list of these best books.
| 1. “Robot Vision” by B K P Horn
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Book Review: This book demonstrates the interaction between computer vision and robot vision on mobile systems. Robot vision addresses autonomous behavior of a technical system supported by visual sensoric information. Visual robotics is directed towards control and automization. The data in this book is provided by the researchers from New Zealand and Germany and also by the participants of 2008 workshop who are from Europe, USA, Middle East, Australia and New Zealand.
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| 2. “Vision” by D Marr
Book Review: This book provides a general framework for understanding visual perception and deals with the broader questions about the study of brain and its functions. The book deals with the author’s creativity, intellectual power and the ability to integrate insights and data from neuroscience, psychology and computation. This book is very useful for the newer generation of students and scientists. The book contains the framework at different levels which are computational level, algorithmic level and hardware implementation level. The book integrates knowledge from cognition and computation in order to understand vision and brain.
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| 3. “Computer Vision: Algorithms and Applications” by Richard Szeliski
Book Review: This book describes various techniques that are used to analyze and interpret images. The book also illustrates real world applications like medical imaging, image editing, stitching. The book provides a scientific approach to basic vision problems and analyses the problems using statistical models and rigorous engineering techniques. Exercises are presented at the end of every chapter with many testing algorithms. This book is suitable for graduate and undergraduate courses in computer science engineering.
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| 4. “Computer Vision Metrics: Survey, Taxonomy, and Analysis” by Andy Krig Scott | |
| 5. “Fusion in Computer Vision: Understanding Complex Visual Content” by Ionescu Jenny Benois-Pineau | |
| 6. “Energy Minimization Methods in Computer Vision and Pattern Recognition” by MARCELLO PELILLO UNIVERSITY OF VENICE MESTRE ITALY and UNIVERSI EDWIN R HANCOCK | |
| 7. “Computer Vision – ACCV 2007” by Zha Kang Yagi | |
| 8. “Embedded Computer Vision” by Kisacanin Bhattacharyya Chai Kisa Anin SINGH | |
| 9. “Computer Vision and Action Recognition: A Guide for Image Processing and Computer Vision Community for Action Understanding” by Ahad MD Atiqur Rahman Ahad | |
| 10. “Dictionary of Computer Vision and Image Processing” by Fisher Robert B | |
People who are searching for Free downloads of books and free pdf copies of these books – “Robot Vision” by B K P. Horn, “Vision” by D Marr, “Computer Vision: Algorithms and Applications” by Richard Szeliski, “Computer Vision Metrics: Survey, Taxonomy, and Analysis” by Andy Krig Scott, “Fusion in Computer Vision: Understanding Complex Visual Content” by Ionescu Jenny Benois-Pineau, “Energy Minimization Methods in Computer Vision and Pattern Recognition” by MARCELLO PELILLO UNIVERSITY OF VENICE MESTRE ITALY and UNIVERSI EDWIN R HANCOCK, “Computer Vision – ACCV 2007” by Zha Kang Yagi, “Embedded Computer Vision” by Kisacanin Bhattacharyya Chai Kisa Anin SINGH , “Computer Vision and Action Recognition: A Guide for Image Processing and Computer Vision Community for Action Understanding” by Ahad MD Atiqur Rahman Ahad, “Dictionary of Computer Vision and Image Processing” by Fisher Robert B – we would like to mention that we don’t have free downloadable pdf copies of these good books and one should look for free pdf copies from these Authors only if they have explicitly made it free to download and read them.
We have created a collection of best reference books on “Computer Vision” so that one can readily see the list of top books on “Computer Vision” and buy the books either online or offline.
If any more book needs to be added to the list of best books on Computer Vision Subject, please let us know.
Sanfoundry Global Education & Learning Series – Best Reference Books!