Pattern Recognition and Artificial Intelligence Third International Conference ICPRAI 2022 Part 1 1st editon by Mounim El Yacoubi, Eric Granger , Pong Chi Yuen, Umapada Pal, Nicole Vincent 3031090373 9783031090370
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Pattern Recognition and Artificial Intelligence Third International Conference ICPRAI 2022 Part 1 1st editon by Mounim El Yacoubi, Eric Granger , Pong Chi Yuen, Umapada Pal, Nicole Vincent – Ebook PDF Instant Download/Delivery: 3031090373, 9783031090370
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ISBN 10: 3031090373
ISBN 13: 9783031090370
Author: Mounîm El Yacoubi, Eric Granger , Pong Chi Yuen, Umapada Pal, Nicole Vincent
This two-volume set constitutes the proceedings of the Third International Conference on Pattern Recognition and Artificial Intelligence, ICPRAI 2022, which took place in Paris, France, in June 2022. The 98 full papers presented were carefully reviewed and selected from 192 submissions. The papers present new advances in the field of pattern recognition and artificial intelligence. They are organized in topical sections as follows: pattern recognition; computer vision; artificial intelligence; big data.
Pattern Recognition and Artificial Intelligence Third International Conference ICPRAI 2022 Part 1 1st Table of contents:
- Computer Vision
- Identifying, Evaluating, and Addressing Nondeterminism in Mask R-CNNs
- Structure-Aware Photorealistic Style Transfer Using Ghost Bottlenecks
- Analysing the Impact of Vibrations on Smart Wheelchair Systems and Users
- Visual Microfossil Identification via Deep Metric Learning
- QAP Optimisation with Reinforcement Learning for Faster Graph Matching in Sequential Semantic Image Analysis
- Towards a Unified Benchmark for Monocular Radial Distortion Correction and the Importance of Testing on Real-World Data
- Comparing Artificial Intelligence Algorithms in Computer Vision: The Weapon Detection Benchmark
- Metrics for Saliency Map Evaluation of Deep Learning Explanation Methods
- Image Classification via Multi-branch Position Attention Network
- UGQE: Uncertainty Guided Query Expansion
- Controlling the Quality of GAN-Based Generated Images for Predictions Tasks
- A Framework for Registration of Multi-modal Spatial Transcriptomics Data
- Extracting and Classifying Salient Fields of View from Microscopy Slides of Tuberculosis Bacteria
- Segmentation
- Deep Learning for Fast Segmentation of E-waste Devices’ Inner Parts in a Recycling Scenario
- Improving Semantic Segmentation with Graph-Based Structural Knowledge
- Application of Rail Segmentation in the Monitoring of Autonomous Train’s Frontal Environment
- DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet
- Dealing with Incomplete Land-Cover Database Annotations Applied to Satellite Image Time Series Semantic Segmentation
- On the Feasibility and Generality of Patch-Based Adversarial Attacks on Semantic Segmentation Problems
- Unsupervised Cell Segmentation in Fluorescence Microscopy Images via Self-supervised Learning
- Document
- Hypercomplex Generative Adversarial Networks for Lightweight Semantic Labeling
- Learning Document Graphs with Attention for Image Manipulation Detection
- Modular StoryGAN with Background and Theme Awareness for Story Visualization
- Is On-Line Handwriting Gender-Sensitive? What Tells us a Combination of Statistical and Machine Learning Approaches
- Using Convolutional Neural Network to Handle Word Shape Similarities in Handwritten Cursive Arabic Scripts of Pashto Language
- Discriminatory Expressions to Improve Model Comprehensibility in Short Documents
- Scene Text Recognition: An Overview
- An Encoder-Decoder Approach to Offline Handwritten Mathematical Expression Recognition with Residual Attention
- Hologram Detection for Identity Document Authentication
- A New Deep Fuzzy Based MSER Model for Multiple Document Images Classification
- Video – 3D
- Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments
- Fourier Domain CT Reconstruction with Complex Valued Neural Networks
- Seeking Attention: Using Full Context Transformers for Better Disparity Estimation
- Inpainting Applied to Facade Images: A Comparison of Algorithms
- Self-distilled Self-supervised Depth Estimation in Monocular Videos
- Improving UWB Image Reconstruction for Breast Cancer Diagnosis by Doing an Iterative Analysis of Radar Signals
- Personalized Frame-Level Facial Expression Recognition in Video
- 3D Reconstruction of Medical Image Based on Improved Ray Casting Algorithm
- Lateral Ego-Vehicle Control Without Supervision Using Point Clouds
- RDMMLND: A New Robust Deep Model for Multiple License Plate Number Detection in Video
- Generative Target Update for Adaptive Siamese Tracking
- From Synthetic to One-Shot Regression of Camera-Agnostic Human Performances
- Feature
- Computation of 2D Discrete Geometric Moments Through Inclusion-Exclusion
- Feature Subset Selection for Detecting Fatigue in Runners Using Time Series Sensor Data
- Compositing Foreground and Background Using Variational Autoencoders
- Unsupervised Representation Learning via Information Compression
- Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps
- Attention Embedding ResNet for Pest Classification
- Multi Layered Feature Explanation Method for Convolutional Neural Networks
- Bayesian Gate Mechanism for Multi-task Scale Learning
- ASRSNet: Automatic Salient Region Selection Network for Few-Shot Fine-Grained Image Classification
- Face Age Progression with Attribute Manipulation
- Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets
- Guiding Random Walks by Effective Resistance for Effective Node Embedding
- An Oculomotor Digital Parkinson Biomarker from a Deep Riemannian Representation
- Pruning Neural Nets by Optimal Neuron Merging
- Correction to: Learning Document Graphs with Attention for Image Manipulation Detection
- Back Matter
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Mounim El Yacoubi,Eric Granger,Pong Chi Yuen,Umapada Pal,Nicole Vincent,Pattern Recognition,Artificial Intelligence
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