Pattern Recognition and Machine Intelligence

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Identity Independent Face Anti-spoofing Based on Random Scan Patterns
3. Altmetric Badge
   Chapter 2 Automatic Attribute Profiles for Spectral-Spatial Classification of Hyperspectral Images
4. Altmetric Badge
   Chapter 3 Enhanced Depression Detection from Facial Cues Using Univariate Feature Selection Techniques
5. Altmetric Badge
   Chapter 4 Trustworthy Cloud Federation Through Cooperative Game Using QoS Assessment
6. Altmetric Badge
   Chapter 5 Incremental k-Means Method
7. Altmetric Badge
   Chapter 6 Modified FP-Growth: An Efficient Frequent Pattern Mining Approach from FP-Tree
8. Altmetric Badge
   Chapter 7 Link Weight Prediction for Directed WSN Using Features from Network and Its Dual
9. Altmetric Badge
   Chapter 8 An Ensemble Learning Based Author Identification System
10. Altmetric Badge
    Chapter 9 Comparison of the Airline Networks of India with ANI Based on Network Parameters
11. Altmetric Badge
    Chapter 10 Spectral Feature Based Kannada Dialect Classification from Stop Consonants
12. Altmetric Badge
    Chapter 11 Incorporation of Neighborhood Concept in Enhancing SOM Based Multi-label Classification
13. Altmetric Badge
    Chapter 12 Prediction of Performance Indexes in CNC Milling Using Regression Trees
14. Altmetric Badge
    Chapter 13 Dyscalculia Detection Using Machine Learning
15. Altmetric Badge
    Chapter 14 Temporal Dynamics of the Brain Using Variational Bayes Hidden Markov Models: Application in Autism
16. Altmetric Badge
    Chapter 15 Robust Identification of Dense or Sparse Crowd Based on Classifier Fusion
17. Altmetric Badge
    Chapter 16 Sustained Self-Supervised Pretraining for Temporal Order Verification
18. Altmetric Badge
    Chapter 17 Retraining Conditions: How Much to Retrain a Network After Pruning?
19. Altmetric Badge
    Chapter 18 M-ary Random Forest
20. Altmetric Badge
    Chapter 19 Exponentially Weighted Random Forest
21. Altmetric Badge
    Chapter 20 Instance Ranking Using Data Complexity Measures for Training Set Selection
22. Altmetric Badge
    Chapter 21 A Multi-class Deep All-CNN for Detection of Diabetic Retinopathy Using Retinal Fundus Images
23. Altmetric Badge
    Chapter 22 Real-Time Vehicle Detection in Aerial Images Using Skip-Connected Convolution Network with Region Proposal Networks
24. Altmetric Badge
    Chapter 23 Dual CNN Models for Unsupervised Monocular Depth Estimation
25. Altmetric Badge
    Chapter 24 Deep CNN for Single Image Super Resolution Using Skip Connections
26. Altmetric Badge
    Chapter 25 Detection of Image Manipulations Using Siamese Convolutional Neural Networks
27. Altmetric Badge
    Chapter 26 DaNSe: A Dilated Causal Convolutional Network Based Model for Load Forecasting
28. Altmetric Badge
    Chapter 27 Multichannel CNN for Facial Expression Recognition
29. Altmetric Badge
    Chapter 28 Data Driven Sensing for Action Recognition Using Deep Convolutional Neural Networks
30. Altmetric Badge
    Chapter 29 Gradually Growing Residual and Self-attention Based Dense Deep Back Projection Network for Large Scale Super-Resolution of Image
31. Altmetric Badge
    Chapter 30 3D-GCNN - 3D Object Classification Using 3D Grid Convolutional Neural Networks
32. Altmetric Badge
    Chapter 31 A New Steganalysis Method Using Densely Connected ConvNets
33. Altmetric Badge
    Chapter 32 Semi-supervised Multi-category Classification with Generative Adversarial Networks
34. Altmetric Badge
    Chapter 33 A Soft Computing Approach for Optimal Design of a DC-DC Buck Converter
35. Altmetric Badge
    Chapter 34 MR_IMQRA: An Efficient MapReduce Based Approach for Fuzzy Decision Reduct Computation
36. Altmetric Badge
    Chapter 35 Finding Optimal Rough Set Reduct with A * Search Algorithm
37. Altmetric Badge
    Chapter 36 Analytical Study and Empirical Validations on the Impact of Scale Factor Parameter of Differential Evolution Algorithm
38. Altmetric Badge
    Chapter 37 Image Registration Using Single Swarm PSO with Refined Search Space Exploration
39. Altmetric Badge
    Chapter 38 Shuffled Particle Swarm Optimization for Energy Efficiency Using Novel Fitness Function in WSN
40. Altmetric Badge
    Chapter 39 An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku
41. Altmetric Badge
    Chapter 40 A Preliminary Investigation on a Graph Model of Differential Evolution Algorithm
42. Altmetric Badge
    Chapter 41 An Evolutionary Approach to Multi-point Relays Selection in Mobile Ad Hoc Networks
43. Altmetric Badge
    Chapter 42 An Aggregated Rank Removal Heuristic Based Adaptive Large Neighborhood Search for Work-over Rig Scheduling Problem
44. Altmetric Badge
    Chapter 43 Unsupervised Detection of Active, New, and Closed Coal Mines with Reclamation Activity from Landsat 8 OLI/TIRS Images
45. Altmetric Badge
    Chapter 44 Extraction and Identification of Manipuri and Mizo Texts from Scene and Document Images
46. Altmetric Badge
    Chapter 45 Fast Geometric Surface Based Segmentation of Point Cloud from Lidar Data
47. Altmetric Badge
    Chapter 46 Class Similarity Based Orthogonal Neighborhood Preserving Projections for Image Recognition
48. Altmetric Badge
    Chapter 47 Identification of Articulated Components in 3D Digital Objects Using Curve Skeleton
49. Altmetric Badge
    Chapter 48 EAI-NET: Effective and Accurate Iris Segmentation Network
50. Altmetric Badge
    Chapter 49 Comparative Analysis of Artificial Neural Network and XGBoost Algorithm for PolSAR Image Classification
51. Altmetric Badge
    Chapter 50 Multi-scale Attention Aided Multi-Resolution Network for Human Pose Estimation
52. Altmetric Badge
    Chapter 51 Detection of Splicing Forgery Using CNN-Extracted Camera-Specific Features
53. Altmetric Badge
    Chapter 52 Multi-focus Image Fusion Using Sparse Representation and Modified Difference
54. Altmetric Badge
    Chapter 53 Usability of Foldscope in Food Quality Assessment Device
55. Altmetric Badge
    Chapter 54 Learning Based Image Selection for 3D Reconstruction of Heritage Sites
56. Altmetric Badge
    Chapter 55 Local Contrast Phase Descriptor for Quality Assessment of Fingerprint Images
57. Altmetric Badge
    Chapter 56 A Polynomial Surface Fit Algorithm for Filling Holes in Point Cloud Data
58. Altmetric Badge
    Chapter 57 Sparsity Regularization Based Spatial-Spectral Super-Resolution of Multispectral Imagery
59. Altmetric Badge
    Chapter 58 Quantum Image Edge Detection Based on Four Directional Sobel Operator
60. Altmetric Badge
    Chapter 59 Texture Image Retrieval Using Multiple Filters and Decoded Sparse Local Binary Pattern
61. Altmetric Badge
    Chapter 60 An Approach of Transferring Pre-trained Deep Convolutional Neural Networks for Aerial Scene Classification
62. Altmetric Badge
    Chapter 61 Encoding High-Order Statistics in VLAD for Scalable Image Retrieval
63. Altmetric Badge
    Chapter 62 Image-Based Analysis of Patterns Formed in Drying Drops
64. Altmetric Badge
    Chapter 63 A Two Stage Framework for Detection and Segmentation of Writing Events in Air-Written Assamese Characters
65. Altmetric Badge
    Chapter 64 Modified Parallel Tracking and Mapping for Augmented Reality as an Alcohol Deterrent
66. Altmetric Badge
    Chapter 65 Detection of Handwritten Document Forgery by Analyzing Writers’ Handwritings
67. Altmetric Badge
    Chapter 66 Exploring Convolutional Neural Network for Multi-spectral Face Recognition
68. Altmetric Badge
    Chapter 67 Superpixel Correspondence for Non-parametric Scene Parsing of Natural Images
69. Altmetric Badge
    Chapter 68 Power Line Segmentation in Aerial Images Using Convolutional Neural Networks