This book focuses on the latest developments in the fields of visual AI, image processing and computer vision. It shows research in basic techniques like image pre-processing, feature extraction, and enhancement, along with applications in biometrics, healthcare, neuroscience and forensics. The book
Computer Vision. Applications of Visual AI and Image Processing
โ Scribed by Pancham Shukla, Rajanikanth Aluvalu, Shilpa Gite, Uma Maheswari V
- Publisher
- De Gruyter
- Year
- 2023
- Tongue
- English
- Leaves
- 370
- Series
- De Gruyter Frontiers in Computational Intelligence, Volume 15
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Table of Contents
Preface
Contents
About the Editors
List of Contributors
1 OpenCV libraries for computer vision
2 Data science, computer vision and machine learning for agriculture and natural resource management: an overview
3 Image caption generating system using convolutional neural networks and long short-term memory networks
4 Computer vision for healthcare applications
5 Mental disorder prediction using facial expression based on machine learning techniques
6 Neonatal monitoring system using IoT and object detection
7 Video surveillance fire detection and quick alarm systems
8 Face mask detection and crowd size estimation using IoT platform
9 Generative adversary networks novel trends in image processing
10 Computer vision-based approach for alphabetic recognition and Indian Sign Language recognition system
11 Automated healthcare system using gamification and AI-based chatbot
12 Prediction of MRI tumor condition through image segmentation using deep neural network approach
13 Color constancy adjustment techniques
14 Hyperspectral imaging and its applications for vein detection: a review
15 Detection of Augmented Facial Landmarks-based Face Swapping
16 Factors affecting the accuracy of a laser scanner
Index
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