Screen LibraryComputer vision : concepts, methodologies, tools, and applications /
"This book is an innovative reference source for the latest academic material on development of computers for gaining understanding about videos and digital images. Highlighting a range of topics such as computational models, machine learning, and image processing"--
Saved in:
| Corporate Authors: | ; |
|---|---|
| Published: |
IGI Global,
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| Publisher Address: | Hershey, Pa. : |
| Publication Dates: | 2018. |
| Literature type: | eBook |
| Language: | English |
| Subjects: | |
| Online Access: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-5204-8 |
| Summary: |
"This book is an innovative reference source for the latest academic material on development of computers for gaining understanding about videos and digital images. Highlighting a range of topics such as computational models, machine learning, and image processing"-- |
| Carrier Form: | 119 PDFs (4 volumes pages) |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9781522552055 |
| Access: | Restricted to subscribers or individual electronic text purchasers. |
| Index Number: | TA1634 |
| CLC: | TP391.41 |
| Contents: |
Volume I. Section 1. Fundamental concepts and theories. Chapter 1. Computational models of visual attention: a Survey ; Chapter 2. Recent advances in feature extraction and description algorithms: hardware designs and algorithmic derivatives ; Chapter 3. Illumination invariant face recognition: a Survey ; Chapter 4. Detecting significant changes in image sequences ; Chapter 5. An introduction to wavelet-based image processing and its applications ; Chapter 6. Recent Survey on medical image segmentation ; Chapter 7. Transform domain techniques for image steganography ; Chapter 8. Introduction: MHR method ; Chapter 9. Overview of texture analysis -- Section 2. Development and design methodologies. Chapter 10. Efficiency analysis of genetic algorithm and genetic programming in data mining and image processing ; Chapter 11. FPGA-based re-configurable architecture for window-based image processing ; Chapter 12. An image de-noising method based on intensity histogram equalization technique for image enhancement ; Chapter 13. Recognition of patterns with fractal structure in time series ; Chapter 14. Artificial intelligence algorithms for classification and pattern recognition ; Chapter 15. Bio-inspired techniques in human-computer interface for control of assistive devices: bio-inspired techniques in assistive devices ; Chapter 16. Feature extraction algorithms to color image ; Chapter 17. Bio-inspired polarization vision techniques for robotics applications ; Chapter 18. Biologically inspired components in embedded vision systems ; Chapter 19. A hierarchical target recognition method based on image processing ; Chapter 20. Fuzzy approaches and analysis in image processing ; Chapter 21. Total variation applications in computer vision ; Chapter 22. Feature detectors and descriptors generations with numerous images and video applications: a recap -- Volume II. Chapter 23. Analysis of different feature description algorithm in object recognition ; Chapter 24. Audiovisual facial action unit recognition using feature level fusion ; Chapter 25. An improved Arabic handwritten recognition system using deep support vector machines ; Chapter 26. 3D face recognition using spatial relations ; Chapter 27. A metaheuristic algorithm for OCR baseline detection of Arabic languages ; Chapter 28. Face match for family reunification: real-world face image retrieval ; Chapter 29. Context-based scene understanding ; Chapter 30. Combining block DCV and support vector machine for ear recognition ; Chapter 31. Ontological random forests for image classification ; Chapter 32. Multiple object tracking by scale space representation of objects, method of linear assignment, and Kalman filter ; Chapter 33. Evaluation of image detection and description algorithms for application in monocular SLAM ; Chapter 34. Automatic fish segmentation and recognition for trawl-based cameras ; Chapter 35. Machine-learning-based approach for face recognition ; Chapter 36. A proposed grayscale face image colorization system using particle swarm optimization ; Chapter 37. Human health diagnosis system based on Iris features -- Section 3. Tools and technologies. Chapter 38. A study on various image processing techniques and hardware implementation using Xilinx system generator ; Chapter 39. Image processing: a practical approach with real world applications using matlab ; Chapter 40. Using the similarity measure between intuitionistic fuzzy sets for the application on pattern recognitions ; Chapter 41. Fish monitoring, sizing, and detection using stereovision, laser technology, and computer vision ; Chapter 42. Real-time image and video processing using high-level synthesis (HLS) ; Chapter 43. Intelligent control of vehicles' number plates on toll gates in Developing Nations ; Chapter 44. Visual tracking using multimodal particle filter ; Chapter 45. Efficient image denoising for effective digitization using image processing techniques and neural networks ; Chapter 46. Thermal imaging in medical science ; Chapter 47. Accelerating Sobel edge detection using compressor cells over FPGAs ; Chapter 48. New neural buildings stereo matching method applied to very high resolution Ikonos images ; Chapter 49. Measures of image and video segmentation ; Chapter 50. Automated system for crops recognition and classification -- Volume III. Chapter 51. Bilateral histogram equalization for contrast enhancement ; Chapter 52. Adaptive edge detection method towards features extraction from diverse medical imaging technologies ; Chapter 53. Ambiguity reduction through optimal set of region selection using GA and BFO for handwritten bangla character recognition ; Chapter 54. A combination of spatial pyramid and inverted index for large-scale image retrieval ; Chapter 55. Blind assessment of wavelet-compressed images based on subband statistics of natural scenes ; Chapter 56. Color acquisition, management, rendering, and assessment in 3D reality-based models construction ; Chapter 57 Encoding human motion for automated activity recognition in surveillance applications ; Chapter 90. Bio-inspired techniques in rehabilitation engineering for control of assistive devices ; Chapter 91. Recognizing human actions in basketball video sequences on the basis of global and local pairwise representation ; Chapter 92. Human face region detection driving activity recognition in video ; Chapter 93. Tradeoffs between forensics and anti-forensics of digital images ; Chapter 94. Early recognition of suspicious activity for crime prevention ; Chapter 95. An empirical study for human behavior analysis ; Chapter 96. Face recognition in adverse conditions: a look at achieved advancements ; Chapter 97. Image enhancement and restoration methods for underwater images -- Section 6. Critical issues and challenges. Chapter 98. The relationship between anthropometric variables and features of electromyography signal for humancomputer interface ; Chapter 99. A study of vision based human motion recognition and analysis ; Chapter 100. Recognition of humans and their activities for video surveillance ; Chapter 101. Automatic target recognition from inverse synthetic aperture radar images ; Chapter 102. Theoretical concepts and technical aspects on image segmentation -- Section 7. Emerging trends. Chapter 103. Image processing including medical liver imaging: medical image processing from big data perspective, ultrasound liver images, challenges ; Chapter 104. On using gait biometrics for re-identification in automated visual surveillance ; Chapter 105. A multi-stage framework for classification of unconstrained image data from mobile phones ; Chapter 106. The brain tumor segmentation using fuzzy c-means technique: a study ; Chapter 107. Radial moments for image retrieval. |