Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Uncalibrated, Unified and Unsupervised Specular-Aware Photometric Stereo
3. Altmetric Badge
   Chapter 2 Appearance-Independent Pose-Based Posture Classification in Infants
4. Altmetric Badge
   Chapter 3 Emotion, Age and Gender Prediction Through Masked Face Inpainting
5. Altmetric Badge
   Chapter 4 A Masked Face Classification Benchmark on Low-Resolution Surveillance Images
6. Altmetric Badge
   Chapter 5 Lightweight Human Pose Estimation Using Loss Weighted by Target Heatmap
7. Altmetric Badge
   Chapter 6 BYTEv2: Associating More Detection Boxes Under Occlusion for Improved Multi-person Tracking
8. Altmetric Badge
   Chapter 7 Fast and Effective Detection of Personal Protective Equipment on Smart Cameras
9. Altmetric Badge
   Chapter 8 Towards an Accurate 3D Deformable Eye Model for Gaze Estimation
10. Altmetric Badge
    Chapter 9 2D-Pose Based Human Body Segmentation for Weakly-Supervised Concealed Object Detection in Backscatter Millimeter-Wave Images
11. Altmetric Badge
    Chapter 10 Toward Surroundings-Aware Temporal Prediction of 3D Human Skeleton Sequence
12. Altmetric Badge
    Chapter 11 MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks
13. Altmetric Badge
    Chapter 12 A Computational Approach for Analysing Autistic Behaviour During Dyadic Interactions
14. Altmetric Badge
    Chapter 13 Region-Based Trajectory Analysis for Abnormal Behaviour Detection: A Trial Study for Suicide Detection and Prevention
15. Altmetric Badge
    Chapter 14 Automated Behavior Labeling During Team-Based Activities Involving Neurodiverse and Neurotypical Partners Using Multimodal Data
16. Altmetric Badge
    Chapter 15 Emergence of Collaborative Hunting via Multi-Agent Deep Reinforcement Learning
17. Altmetric Badge
    Chapter 16 Computational Multimodal Models of Users’ Interactional Trust in Multiparty Human-Robot Interaction
18. Altmetric Badge
    Chapter 17 An Exploratory Study on Group Potency Classification from Non-verbal Social Behaviours
19. Altmetric Badge
    Chapter 18 Multi-Channel Time-Series Person and Soft-Biometric Identification
20. Altmetric Badge
    Chapter 19 To Invest or Not to Invest: Using Vocal Behavior to Predict Decisions of Investors in an Entrepreneurial Context
21. Altmetric Badge
    Chapter 20 Enhancing the Linear Probing Performance of Masked Auto-Encoders
22. Altmetric Badge
    Chapter 21 Involving Density Prior for 3D Point Cloud Contrastive Learning
23. Altmetric Badge
    Chapter 22 Joint Masked Autoencoding with Global Reconstruction for Point Cloud Learning
24. Altmetric Badge
    Chapter 23 Understanding the Properties and Limitations of Contrastive Learning for Out-of-Distribution Detection
25. Altmetric Badge
    Chapter 24 Deep Learning Architectures for Pain Recognition Based on Physiological Signals
26. Altmetric Badge
    Chapter 25 Egocentric Hand Gesture Recognition on Untrimmed Videos Using State Activation Gate LSTMs
27. Altmetric Badge
    Chapter 26 Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition
28. Altmetric Badge
    Chapter 27 Active Learning Monitoring in Classroom Using Deep Learning Frameworks
29. Altmetric Badge
    Chapter 28 Pain Detection in Biophysiological Signals: Transfer Learning from Short-Term to Long-Term Stimuli Based on Signal Segmentation
30. Altmetric Badge
    Chapter 29 Leveraging Sentiment Analysis Knowledge to Solve Emotion Detection Tasks
31. Altmetric Badge
    Chapter 30 Analyzing the Prosodic and Lingual Features of Popular Speakers
32. Altmetric Badge
    Chapter 31 Evaluating Proposed Fairness Models for Face Recognition Algorithms
33. Altmetric Badge
    Chapter 32 Disparate Impact in Facial Recognition Stems from the Broad Homogeneity Effect: A Case Study and Method to Resolve
34. Altmetric Badge
    Chapter 33 The Influence of Gender and Skin Colour on the Watchlist Imbalance Effect in Facial Identification Scenarios
35. Altmetric Badge
    Chapter 34 Fairness Index Measures to Evaluate Bias in Biometric Recognition
36. Altmetric Badge
    Chapter 35 Class-Balanced Affinity Loss for Highly Imbalanced Tissue Classification in Computational Pathology
37. Altmetric Badge
    Chapter 36 Hybrid Approach for the Design of CNNs Using Genetic Algorithms for Melanoma Classification
38. Altmetric Badge
    Chapter 37 Transfer Learning in Breast Mass Detection on the OMI-DB Dataset: A Preliminary Study
39. Altmetric Badge
    Chapter 38 On the Applicability of Prototypical Part Learning in Medical Images: Breast Masses Classification Using ProtoPNet
40. Altmetric Badge
    Chapter 39 Deep Learning for Remote Heart Rate Estimation: A Reproducible and Optimal State-of-the-Art Framework
41. Altmetric Badge
    Chapter 40 Automatic Bowel Preparation Assessment Using Deep Learning
42. Altmetric Badge
    Chapter 41 A Hierarchical 3D Segmentation Model for Cone-Beam Computed Tomography Dental-Arch Scans
43. Altmetric Badge
    Chapter 42 SARS-CoV-2 Induced Pneumonia Early Detection System Based on Chest X-Ray Images Analysis by Jacobian-Regularized Deep Network
44. Altmetric Badge
    Chapter 43 SERCNN: Stacked Embedding Recurrent Convolutional Neural Network in Detecting Depression on Twitter
45. Altmetric Badge
    Chapter 44 Predicting Alzheimer’s Disease: A Stroke-Based Handwriting Analysis Approach Based on Machine Learning
46. Altmetric Badge
    Chapter 45 Unsupervised Brain MRI Anomaly Detection for Multiple Sclerosis Classification
47. Altmetric Badge
    Chapter 46 Dep-Emotion: Suppressing Uncertainty to Recognize Real Emotions in Depressed Patients
48. Altmetric Badge
    Chapter 47 EEG-Based Joint Semi-supervised Learning for Major Depressive Disorder Detection
49. Altmetric Badge
    Chapter 48 Subject-Aware Explainable Contrastive Deep Fusion Learning for Anxiety Level Analysis
50. Altmetric Badge
    Chapter 49 MMDA: A Multimodal Dataset for Depression and Anxiety Detection