Computational Intelligence in Image and Video Processing presents introduction, state-of-the-art and adaptations of computational intelligence techniques and their usefulness in image and video enhancement, classification, retrieval, forensics and captioning. It covers an amalgamation of such techni
Computational Intelligence in Image and Video Processing
โ Scribed by Mukesh D Patil, Gajanan K Birajdar, Sangita S Chaudhari
- Publisher
- CRC Press
- Year
- 2023
- Tongue
- English
- Leaves
- 361
- Series
- Chapman & Hall/CRC Computational Intelligence and Its Applications
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Table of Contents
Cover
Half Title
Series
Title
Copyright
Contents
Preface
Editors
List of Contributors
1 Text Information Extraction from Digital Image Documents Using Optical Character Recognition
2 Extracting Pixel Edges on Leaves to Detect Type Using Fuzzy Logic
3 Water Surface Waste Object Detection and Classification
4 A Novel Approach for Weakly Supervised Object Detection Using Deep Learning Technique
5 Image Inpainting Using Deep Learning
6 Watermarking in Frequency Domain Using Magic Transform
7 An Efficient Lightweight LSB Steganography with Deep Learning Steganalysis
8 Rectal Cancer Magnetic Resonance Image Segmentation
9 Detection of Tuberculosis in Microscopy Images Using Mask Region Convolutional Neural Network
10 Comparison of Deep Learning Methods for COVID-19 Detection Using Chest X-ray
11 Video Segmentation and Compression
12 A Novel DST-SBPMRM-Based Compressed Video Steganography Using Transform Coefficients of Motion Region
13 Video Matting, Watermarking and Forensics
14 Time Efficient Video Captioning Using GRU, Attention Mechanism and LSTM
15 Nature-Inspired Computing for Feature Selection and Classification
16 Optimized Modified K-Nearest Neighbor Classifier for Pattern Recognition
17 Role of Multi-objective Optimization in Image Segmentation and Classification
Index
๐ SIMILAR VOLUMES
Computational intelligence based techniques have firmly established themselves as viable, alternate, mathematical tools for more than a decade. They have been extensively employed in many systems and application domains, among these signal processing, automatic control, industrial and consumer ele
<p><span>This book provides the readers with a comprehensive overview of principles methodologies and recent advances in image, signal, and video processing using different system. This book is used as the handbook of postgraduates course, such as image processing, signal processing, and optical inf
There is presently a drastic growth in multimedia data. During the Covid-19 pandemic, we observed that images helped doctors immensely in the rapid detection of Covid-19 infection in patients. There are many critical applications in which images play a vital role. These applications use raw image da
<p><span>There is presently a drastic growth in multimedia data. During the Covid-19 pandemic, we observed that images helped doctors immensely in the rapid detection of Covid-19 infection in patients. There are many critical applications in which images play a vital role. These applications use raw