Pattern Recognition. ICPR International Workshops and Challenges

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Finding Relevant Flood Images on Twitter Using Content-Based Filters
3. Altmetric Badge
   Chapter 2 Natural Disaster Classification Using Aerial Photography Explainable for Typhoon Damaged Feature
4. Altmetric Badge
   Chapter 3 Environmental Time Series Prediction with Missing Data by Machine Learning and Dynamics Recostruction
5. Altmetric Badge
   Chapter 4 Semi-Supervised Learning for Grain Size Distribution Interpolation
6. Altmetric Badge
   Chapter 5 Location-Specific vs Location-Agnostic Machine Learning Metamodels for Predicting Pasture Nitrogen Response Rate
7. Altmetric Badge
   Chapter 6 Pattern Classification from Multi-beam Acoustic Data Acquired in Kongsfjorden
8. Altmetric Badge
   Chapter 7 Unsupervised Classification of Acoustic Echoes from Two Krill Species in the Southern Ocean (Ross Sea)
9. Altmetric Badge
   Chapter 8 Multi-Input ConvLSTM for Flood Extent Prediction
10. Altmetric Badge
    Chapter 9 Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams
11. Altmetric Badge
    Chapter 10 A Machine Learning Approach to Chlorophyll a Time Series Analysis in the Mediterranean Sea
12. Altmetric Badge
    Chapter 11 Plankton Recognition in Images with Varying Size
13. Altmetric Badge
    Chapter 12 Environment Object Detection for Marine ARGO Drone by Deep Learning
14. Altmetric Badge
    Chapter 13 Unsupervised Learning of High Dimensional Environmental Data Using Local Fractality Concept
15. Altmetric Badge
    Chapter 14 Spatiotemporal Air Quality Inference of Low-Cost Sensor Data; Application on a Cycling Monitoring Network
16. Altmetric Badge
    Chapter 15 How Do Deep Convolutional SDM Trained on Satellite Images Unravel Vegetation Ecology?
17. Altmetric Badge
    Chapter 16 Latent Space Geometric Statistics
18. Altmetric Badge
    Chapter 17 Improving Neural Network Robustness Through Neighborhood Preserving Layers
19. Altmetric Badge
    Chapter 18 Metric Learning on the Manifold of Oriented Ellipses: Application to Facial Expression Recognition
20. Altmetric Badge
    Chapter 19 An OCR Pipeline and Semantic Text Analysis for Comics
21. Altmetric Badge
    Chapter 20 Manga Vocabulometer, A New Support System for Extensive Reading with Japanese Manga Translated into English
22. Altmetric Badge
    Chapter 21 Automatic Landmark-Guided Face Image Generation for Anime Characters Using C $$^2$$ 2 GAN
23. Altmetric Badge
    Chapter 22 Text Block Segmentation in Comic Speech Bubbles
24. Altmetric Badge
    Chapter 23 Hierarchical Consistency and Refinement for Semi-supervised Medical Segmentation
25. Altmetric Badge
    Chapter 24 BVTNet: Multi-label Multi-class Fusion of Visible and Thermal Camera for Free Space and Pedestrian Segmentation
26. Altmetric Badge
    Chapter 25 Multimodal Emotion Recognition Based on Speech and Physiological Signals Using Deep Neural Networks
27. Altmetric Badge
    Chapter 26 Cross-modal Deep Learning Applications: Audio-Visual Retrieval
28. Altmetric Badge
    Chapter 27 Exploiting Word Embeddings for Recognition of Previously Unseen Objects
29. Altmetric Badge
    Chapter 28 Automated Segmentation of Lateral Ventricle in MR Images Using Multi-scale Feature Fusion Convolutional Neural Network
30. Altmetric Badge
    Chapter 29 Visual Word Embedding for Text Classification
31. Altmetric Badge
    Chapter 30 CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning
32. Altmetric Badge
    Chapter 31 An Overview of Image-to-Image Translation Using Generative Adversarial Networks
33. Altmetric Badge
    Chapter 32 Fusion Models for Improved Image Captioning
34. Altmetric Badge
    Chapter 33 From Bottom to Top: A Coordinated Feature Representation Method for Speech Recognition
35. Altmetric Badge
    Chapter 34 Increased-Confidence Adversarial Examples for Deep Learning Counter-Forensics
36. Altmetric Badge
    Chapter 35 Defending Neural ODE Image Classifiers from Adversarial Attacks with Tolerance Randomization
37. Altmetric Badge
    Chapter 36 Analysis of the Scalability of a Deep-Learning Network for Steganography “Into the Wild”
38. Altmetric Badge
    Chapter 37 Forensics Through Stega Glasses: The Case of Adversarial Images
39. Altmetric Badge
    Chapter 38 LSSD: A Controlled Large JPEG Image Database for Deep-Learning-Based Steganalysis “Into the Wild”
40. Altmetric Badge
    Chapter 39 Neural Network for Denoising and Reading Degraded License Plates
41. Altmetric Badge
    Chapter 40 The Forchheim Image Database for Camera Identification in the Wild
42. Altmetric Badge
    Chapter 41 Nested Attention U-Net: A Splicing Detection Method for Satellite Images
43. Altmetric Badge
    Chapter 42 Fingerprint Adversarial Presentation Attack in the Physical Domain
44. Altmetric Badge
    Chapter 43 Learning to Decipher License Plates in Severely Degraded Images
45. Altmetric Badge
    Chapter 44 Differential Morphed Face Detection Using Deep Siamese Networks
46. Altmetric Badge
    Chapter 45 In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation
47. Altmetric Badge
    Chapter 46 On the Impact of Rain over Semantic Segmentation of Street Scenes
48. Altmetric Badge
    Chapter 47 The Impact of Linear Motion Blur on the Object Recognition Efficiency of Deep Convolutional Neural Networks
49. Altmetric Badge
    Chapter 48 Performance of Deep Learning and Traditional Techniques in Single Image Super-Resolution of Noisy Images
50. Altmetric Badge
    Chapter 49 The Effect of Noise and Brightness on Convolutional Deep Neural Networks
51. Altmetric Badge
    Chapter 50 Exploring the Contributions of Low-Light Image Enhancement to Network-Based Object Detection
52. Altmetric Badge
    Chapter 51 Multi-level Fusion Based Deep Convolutional Network for Image Quality Assessment
53. Altmetric Badge
    Chapter 52 CNN Based Predictor of Face Image Quality
54. Altmetric Badge
    Chapter 53 Explainable Model Selection of a Convolutional Neural Network for Driver’s Facial Emotion Identification
55. Altmetric Badge
    Chapter 54 Artificial Kindness The Italian Case of Google Mini Recognition Patterns
56. Altmetric Badge
    Chapter 55 Fingerspelling Recognition with Two-Steps Cascade Process of Spotting and Classification
57. Altmetric Badge
    Chapter 56 CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images
58. Altmetric Badge
    Chapter 57 Range-Doppler Hand Gesture Recognition Using Deep Residual-3DCNN with Transformer Network
59. Altmetric Badge
    Chapter 58 Introducing Bidirectional Ordinal Classifier Cascades Based on a Pain Intensity Recognition Scenario
60. Altmetric Badge
    Chapter 59 Personalized k-fold Cross-Validation Analysis with Transfer from Phasic to Tonic Pain Recognition on X-ITE Pain Database
61. Altmetric Badge
    Chapter 60 ODANet: Online Deep Appearance Network for Identity-Consistent Multi-person Tracking