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ICPRAI 2022: Paris, France - Part I
- Mounim A. El-Yacoubi
, Eric Granger
Pattern Recognition and Artificial Intelligence - Third International Conference, ICPRAI 2022, Paris, France, June 1-3, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13363, Springer 2022, ISBN 978-3-031-09036-3
Computer Vision
- Stephen Price
Identifying, Evaluating, and Addressing Nondeterminism in Mask R-CNNs. 3-14 - Nhat-Tan Bui, Ngoc-Thao Nguyen, Xuan-Nam Cao
Structure-Aware Photorealistic Style Transfer Using Ghost Bottlenecks. 15-24 - Elhassan Mohamed
Analysing the Impact of Vibrations on Smart Wheelchair Systems and Users. 25-33 - Tayfun Karaderi, Tilo Burghardt, Allison Y. Hsiang
Visual Microfossil Identification via Deep Metric Learning. 34-46 - Jérémy Chopin
QAP Optimisation with Reinforcement Learning for Faster Graph Matching in Sequential Semantic Image Analysis. 47-58 - Christoph Theiß, Joachim Denzler:
Towards a Unified Benchmark for Monocular Radial Distortion Correction and the Importance of Testing on Real-World Data. 59-71 - Vincenzo Dentamaro
Comparing Artificial Intelligence Algorithms in Computer Vision: The Weapon Detection Benchmark. 72-83 - Tristan Gomez, Thomas Fréour, Harold Mouchère
Metrics for Saliency Map Evaluation of Deep Learning Explanation Methods. 84-95 - Ke Zhang
Image Classification via Multi-branch Position Attention Network. 96-108 - Firat Öncel
UGQE: Uncertainty Guided Query Expansion. 109-120 - Hajar Hammouch, Mounim A. El-Yacoubi
Controlling the Quality of GAN-Based Generated Images for Predictions Tasks. 121-133 - Yu Qiang, Shixu He, Renpeng Ding, Kailong Ma, Yong Hou, Yan Zhou, Karl Rohr:
A Framework for Registration of Multi-modal Spatial Transcriptomics Data. 134-145 - Marios Zachariou, Ognjen Arandjelovic
Extracting and Classifying Salient Fields of View from Microscopy Slides of Tuberculosis Bacteria. 146-157
Segmentation
- Cristof Rojas
Deep Learning for Fast Segmentation of E-waste Devices' Inner Parts in a Recycling Scenario. 161-172 - Jérémy Chopin
Improving Semantic Segmentation with Graph-Based Structural Knowledge. 173-184 - Mohamed Amine Hadded
Application of Rail Segmentation in the Monitoring of Autonomous Train's Frontal Environment. 185-197 - Ali Karaali
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet. 198-210 - Lucas Colomines, Camille Kurtz
Dealing with Incomplete Land-Cover Database Annotations Applied to Satellite Image Time Series Semantic Segmentation. 211-222 - Soma Kontár, András Horváth:
On the Feasibility and Generality of Patch-Based Adversarial Attacks on Semantic Segmentation Problems. 223-235 - Carola Krug, Karl Rohr:
Unsupervised Cell Segmentation in Fluorescence Microscopy Images via Self-supervised Learning. 236-247
Document
- Giorgos Sfikas, George Retsinas, Basilis Gatos, Christophoros Nikou:
Hypercomplex Generative Adversarial Networks for Lightweight Semantic Labeling. 251-262 - Hailey James, Otkrist Gupta, Dan Raviv:
Learning Document Graphs with Attention for Image Manipulation Detection. 263-274 - Gábor Szücs
Modular StoryGAN with Background and Theme Awareness for Story Visualization. 275-286 - Laurence Likforman-Sulem, Gennaro Cordasco
Is On-Line Handwriting Gender-Sensitive? What Tells us a Combination of Statistical and Machine Learning Approaches. 287-298 - Muhammad Ismail Shah, Ching Y. Suen:
Using Convolutional Neural Network to Handle Word Shape Similarities in Handwritten Cursive Arabic Scripts of Pashto Language. 299-310 - Manuel Francisco
Discriminatory Expressions to Improve Model Comprehensibility in Short Documents. 311-322 - Shiqi Liang
Scene Text Recognition: An Overview. 323-334 - Qiqiang Lin
An Encoder-Decoder Approach to Offline Handwritten Mathematical Expression Recognition with Residual Attention. 335-345 - Oumayma Kada, Camille Kurtz
Hologram Detection for Identity Document Authentication. 346-357 - Kunal Biswas, Palaiahnakote Shivakumara, Sittravell Sivanthi, Umapada Pal, Yue Lu, Cheng-Lin Liu, Mohamad Nizam Bin Ayub:
A New Deep Fuzzy Based MSER Model for Multiple Document Images Classification. 358-370
Video - 3D
- Christian Homeyer
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments. 373-385 - Zoltán Domokos
Fourier Domain CT Reconstruction with Complex Valued Neural Networks. 386-397 - Nadir Bengana, Janne Mustaniemi, Janne Heikkilä:
Seeking Attention: Using Full Context Transformers for Better Disparity Estimation. 398-409 - Willy Fritzsche, Steffen Goebbels
Inpainting Applied to Facade Images: A Comparison of Algorithms. 410-422 - Julio Mendoza
Self-distilled Self-supervised Depth Estimation in Monocular Videos. 423-434 - Henrry Adrian Torres-Quispe, Raquel Esperanza Patiño-Escarcina
Improving UWB Image Reconstruction for Breast Cancer Diagnosis by Doing an Iterative Analysis of Radar Signals. 435-446 - Andrey V. Savchenko:
Personalized Frame-Level Facial Expression Recognition in Video. 447-458 - Wang Yu, Gong Ning:
3D Reconstruction of Medical Image Based on Improved Ray Casting Algorithm. 459-476 - Florian Müller, Qadeer Khan, Daniel Cremers
Lateral Ego-Vehicle Control Without Supervision Using Point Clouds. 477-488 - Amish Kumar, Palaiahnakote Shivakumara, Umapada Pal:
RDMMLND: A New Robust Deep Model for Multiple License Plate Number Detection in Video. 489-501 - Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael Menelau Oliveira E. Cruz, Louis-Antoine Blais-Morin, Eric Granger
Generative Target Update for Adaptive Siamese Tracking. 502-513 - Julian Habekost, Kunkun Pang, Takaaki Shiratori, Taku Komura:
From Synthetic to One-Shot Regression of Camera-Agnostic Human Performances. 514-525
Feature
- Lidija Comic, Paola Magillo:
Computation of 2D Discrete Geometric Moments Through Inclusion-Exclusion. 529-540 - Bahavathy Kathirgamanathan, Cillian Buckley, Brian Caulfield, Pádraig Cunningham
Feature Subset Selection for Detecting Fatigue in Runners Using Time Series Sensor Data. 541-552 - Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett:
Compositing Foreground and Background Using Variational Autoencoders. 553-566 - Zezhen Zeng, Jonathon S. Hare, Adam Prügel-Bennett:
Unsupervised Representation Learning via Information Compression. 567-578 - Sara Akodad
Remote Sensing Scene Classification Based on Covariance Pooling of Multi-layer CNN Features Guided by Saliency Maps. 579-590 - Jinglin Wu
Attention Embedding ResNet for Pest Classification. 591-602 - Luca Bourroux, Jenny Benois-Pineau
Multi Layered Feature Explanation Method for Convolutional Neural Networks. 603-614 - Shihao Wang, Hongwei Ge:
Bayesian Gate Mechanism for Multi-task Scale Learning. 615-626 - Yi Liao
ASRSNet: Automatic Salient Region Selection Network for Few-Shot Fine-Grained Image Classification. 627-638 - Sinzith Tatikonda, Athira M. Nambiar, Anurag Mittal:
Face Age Progression with Attribute Manipulation. 639-652 - Antoine Guillaume
Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets. 653-664 - Abderaouf Gacem, Mohammed Haddad, Hamida Seba, Gaétan Berthe
Guiding Random Walks by Effective Resistance for Effective Node Embedding. 665-676 - Juan A. Olmos
An Oculomotor Digital Parkinson Biomarker from a Deep Riemannian Representation. 677-687 - Felix Goldberg
Pruning Neural Nets by Optimal Neuron Merging. 688-699
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