Computer Vision and Image Processing

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Classification of Brain Tumor MR Images Using Transfer Learning and Machine Learning Models
3. Altmetric Badge
   Chapter 2 Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition and Conversion to Speech Using Deep Learning
4. Altmetric Badge
   Chapter 3 Computer Aided Diagnosis of Autism Spectrum Disorder Based on Thermal Imaging
5. Altmetric Badge
   Chapter 4 Efficient High-Resolution Image-to-Image Translation Using Multi-Scale Gradient U-Net
6. Altmetric Badge
   Chapter 5 Generic Multispectral Image Demosaicking Algorithm and New Performance Evaluation Metric
7. Altmetric Badge
   Chapter 6 A Platform for Large Scale Auto Annotation of Scanned Documents Featuring Real-Time Model Building and Model Pooling
8. Altmetric Badge
   Chapter 7 AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images
9. Altmetric Badge
   Chapter 8 Application of Deep Learning Techniques for Prostate Cancer Grading Using Histopathological Images
10. Altmetric Badge
    Chapter 9 Dyadic Interaction Recognition Using Dynamic Representation and Convolutional Neural Network
11. Altmetric Badge
    Chapter 10 Segmentation of Unstructured Scanned Devanagari Newspaper Documents
12. Altmetric Badge
    Chapter 11 Automatic Classification of Sedimentary Rocks Towards Oil Reservoirs Detection
13. Altmetric Badge
    Chapter 12 Signature2Vec - An Algorithm for Reference Frame Agnostic Vectorization of Handwritten Signatures
14. Altmetric Badge
    Chapter 13 Leaf Segmentation and Counting for Phenotyping of Rosette Plants Using Xception-style U-Net and Watershed Algorithm
15. Altmetric Badge
    Chapter 14 Fast and Secure Video Encryption Using Divide-and-Conquer and Logistic Tent Infinite Collapse Chaotic Map
16. Altmetric Badge
    Chapter 15 Visual Localization Using Capsule Networks
17. Altmetric Badge
    Chapter 16 Detection of Cataract from Fundus Images Using Deep Transfer Learning
18. Altmetric Badge
    Chapter 17 Brain Tumour Segmentation Using Convolution Neural Network
19. Altmetric Badge
    Chapter 18 Signature Based Authentication: A Multi-label Classification Approach to Detect the Language and Forged Sample in Signature
20. Altmetric Badge
    Chapter 19 A Data-Set and a Real-Time Method for Detection of Pointing Gesture from Depth Images
21. Altmetric Badge
    Chapter 20 VISION HELPER: CNN Based Real Time Navigator for the Visually Impaired
22. Altmetric Badge
    Chapter 21 Structure-Texture Decomposition-Based Enhancement Framework for Weakly Illuminated Images
23. Altmetric Badge
    Chapter 22 Low Cost Embedded Vision System for Location and Tracking of a Color Object
24. Altmetric Badge
    Chapter 23 Towards Label-Free Few-Shot Learning: How Far Can We Go?
25. Altmetric Badge
    Chapter 24 AB-net: Adult- Baby Net
26. Altmetric Badge
    Chapter 25 Polarimetric SAR Classification: Fast Learning with  k -Maximum Likelihood Estimator
27. Altmetric Badge
    Chapter 26 Leveraging Discriminative Cues for Masked Face Recognition in Post COVID World
28. Altmetric Badge
    Chapter 27 Pretreatment Identification of Oral Leukoplakia and Oral Erythroplakia Metastasis Using Deep Learning Neural Networks
29. Altmetric Badge
    Chapter 28 Soft Biometric Based Person Retrieval for Burglary Investigation
30. Altmetric Badge
    Chapter 29 A Deep Learning Framework for the Classification of Lung Diseases Using Chest X-Ray Images
31. Altmetric Badge
    Chapter 30 Scene Graph Generation with Geometric Context
32. Altmetric Badge
    Chapter 31 Deep Color Spaces for Fingerphoto Presentation Attack Detection in Mobile Devices
33. Altmetric Badge
    Chapter 32 Cancelable Template Generation Using Convolutional Autoencoder and RandNet
34. Altmetric Badge
    Chapter 33 Homogeneous and Non-homogeneous Image Dehazing Using Deep Neural Network
35. Altmetric Badge
    Chapter 34 Improved Periocular Recognition Through Blend of Handcrafted and Deep Features
36. Altmetric Badge
    Chapter 35 Kernels for Incoherent Projection and Orthogonal Matching Pursuit
37. Altmetric Badge
    Chapter 36 AAUNet: An Attention Augmented Convolution Based UNet for Change Detection in High Resolution Satellite Images
38. Altmetric Badge
    Chapter 37 A Large Volume Natural Tamil Character Dataset
39. Altmetric Badge
    Chapter 38 Datasets of Wireless Capsule Endoscopy for AI-Enabled Techniques
40. Altmetric Badge
    Chapter 39 Moving Objects Detection in Intricate Scenes via Spatio-Temporal Co-occurrence Based Background Subtraction
41. Altmetric Badge
    Chapter 40 Script Identification in Natural Scene Text Images by Learning Local and Global Features on Inception Net
42. Altmetric Badge
    Chapter 41 Survey of Leukemia Cancer Cell Detection Using Image Processing
43. Altmetric Badge
    Chapter 42 MS-Net: A CNN Architecture for Agriculture Pattern Segmentation in Aerial Images
44. Altmetric Badge
    Chapter 43 Vision Transformer for Plant Disease Detection: PlantViT
45. Altmetric Badge
    Chapter 44 Evaluation of Detection and Segmentation Tasks on Driving Datasets
46. Altmetric Badge
    Chapter 45 Classification of Gender in Celebrity Cartoon Images
47. Altmetric Badge
    Chapter 46 Localization of Polyps in WCE Images Using Deep Learning Segmentation Methods: A Comparative Study
48. Altmetric Badge
    Chapter 47 Evaluation of Deep Architectures for Facial Emotion Recognition
49. Altmetric Badge
    Chapter 48 Adaptive Rough-Fuzzy Kernelized Clustering Algorithm for Noisy Brain MRI Tissue Segmentation
50. Altmetric Badge
    Chapter 49 On the Prospects of Latent MasterPrints
51. Altmetric Badge
    Chapter 50 Correction to: Signature2Vec - An Algorithm for Reference Frame Agnostic Vectorization of Handwritten Signatures