Advanced Image and Video Processing Using MATLAB
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Beschreibung
This book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers deraining, dehazing, inpainting, fusion, watermarking and stitching. It describes techniques for face and lip recognition, facial expression recognition, lip reading in videos, moving object tracking, dynamic scene classification, among others.
The book combines the latest machine learning methods with computer vision applications, covering topics such as event recognition based on deep learning，dynamic scene classification based on topic model, person re-identification based on metric learning and behavior analysis. It also offers a systematic introduction to image evaluation criteria showing how to use them in different experimental contexts.
The book offers an example-based practical guide to researchers, professionals and graduate students dealing with advanced problems in image analysis and computer vision.
Covers fundamental concepts, common methods and technical applications of image and video processing on real-life data
Puts a great emphasis on algorithms and advanced
techniques for image and video processing, from basic representation to high-level understanding
Contains up-to-date applications and solutions programmed in MATLAB for image and video processing
Written by experts in the field
Covers fundamental concepts, common methods and technical applications of image and video processing on real-life data Puts a great emphasis on algorithms and advanced techniques for image and video processing, from basic representation to high-level understanding Contains up-to-date applications and solutions programmed in MATLAB for image and video processing
Autor*in
Shengrong Gong
Themen in »Advanced Image and Video Processing Using MATLAB«
Computer Image Processing Digital Image Processing Scene Analysis Image Understanding Scene Segmentation Image Inpainting Fragile Watermarking Image Fusion Lda Algorithm Tmbp Model Cnn Models Deep Feature Extraction Person Re-identification Noise Reduction Spatial Domain Analysis