Image Analysis and Recognition: 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24–26, 2020, Proceedings, Part I [1st ed.] 9783030503468, 9783030503475

Table of contents :
Front Matter ....Pages i-xx
Front Matter ....Pages 1-1
Exploring Workout Repetition Counting and Validation Through Deep Learning (Bruno Ferreira, Pedro M. Ferreira, Gil Pinheiro, Nelson Figueiredo, Filipe Carvalho, Paulo Menezes et al.)....Pages 3-15
FlowChroma - A Deep Recurrent Neural Network for Video Colorization (Thejan Wijesinghe, Chamath Abeysinghe, Chanuka Wijayakoon, Lahiru Jayathilake, Uthayasanker Thayasivam)....Pages 16-29
Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection (Srikrishna Varadarajan, Sonaal Kant, Muktabh Mayank Srivastava)....Pages 30-41
Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study (Hui-Lee Ooi, Guillaume-Alexandre Bilodeau, Nicolas Saunier)....Pages 42-55
Variation of Perceived Colour Difference Under Different Surround Luminance (Thilan Costa, Vincent Gaudet, Edward R. Vrscay, Zhou Wang)....Pages 56-60
4K or Not? - Automatic Image Resolution Assessment (Vyas Anirudh Akundy, Zhou Wang)....Pages 61-65
Detecting Macroblocking in Images Caused by Transmission Error (Ganesh Rajasekar, Zhou Wang)....Pages 66-70
Bag of Tricks for Retail Product Image Classification (Muktabh Mayank Srivastava)....Pages 71-82
Detection and Recognition of Food in Photo Galleries for Analysis of User Preferences (Evgeniy Miasnikov, Andrey Savchenko)....Pages 83-94
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint (Antoine Meicler, Assan Sanogo, Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Marouan Khata et al.)....Pages 95-106
Slicing and Dicing Soccer: Automatic Detection of Complex Events from Spatio-Temporal Data (Lia Morra, Francesco Manigrasso, Giuseppe Canto, Claudio Gianfrate, Enrico Guarino, Fabrizio Lamberti)....Pages 107-121
Front Matter ....Pages 123-123
RN-VID: A Feature Fusion Architecture for Video Object Detection (Hughes Perreault, Maguelonne Heritier, Pierre Gravel, Guillaume-Alexandre Bilodeau, Nicolas Saunier)....Pages 125-138
Color Inference from Semantic Labeling for Person Search in Videos (Jules Simon, Guillaume-Alexandre Bilodeau, David Steele, Harshad Mahadik)....Pages 139-151
2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos (Abdarahmane Traoré, Moulay A. Akhloufi)....Pages 152-160
Video Based Live Tracking of Fishes in Tanks (José Castelo, H. Sofia Pinto, Alexandre Bernardino, Núria Baylina)....Pages 161-173
Using External Knowledge to Improve Zero-Shot Action Recognition in Egocentric Videos (Adrián Núñez-Marcos, Gorka Azkune, Eneko Agirre, Diego López-de-Ipiña, Ignacio Arganda-Carreras)....Pages 174-185
A Semantics-Guided Warping for Semi-supervised Video Object Instance Segmentation (Qiong Wang, Lu Zhang, Kidiyo Kpalma)....Pages 186-195
Two-Stream Framework for Activity Recognition with 2D Human Pose Estimation (Wei Chang, Chunyang Ye, Hui Zhou)....Pages 196-208
Video Object Segmentation Using Convex Optimization of Foreground and Background Distributions (Jia-Wei Chen, Jin-Jang Leou)....Pages 209-219
Front Matter ....Pages 221-221
Deep Learning for Partial Fingerprint Inpainting and Recognition (Marc-André Blais, Andy Couturier, Moulay A. Akhloufi)....Pages 223-232
A Visual Perception Framework to Analyse Neonatal Pain in Face Images (Lucas Pereira Carlini, Juliana C. A. Soares, Giselle V. T. Silva, Tatiany M. Heideirich, Rita C. X. Balda, Marina C. M. Barros et al.)....Pages 233-243
Combining Asynchronous Events and Traditional Frames for Steering Angle Prediction (Abdoulaye O. Ly, Moulay A. Akhloufi)....Pages 244-252
Survey of Preprocessing Techniques and Classification Approaches in Online Signature Verification (Mohammad Saleem, Bence Kovari)....Pages 253-266
SSIM Based Signature of Facial Micro-Expressions (Vittoria Bruni, Domenico Vitulano)....Pages 267-279
Learning to Search for Objects in Images from Human Gaze Sequences (Afonso Nunes, Rui Figueiredo, Plinio Moreno)....Pages 280-292
Detecting Defects in Materials Using Deep Convolutional Neural Networks (Quentin Boyadjian, Nicolas Vanderesse, Matthew Toews, Philippe Bocher)....Pages 293-306
Visual Perception Ranking of Chess Players (Laercio R. Silva Junior, Carlos E. Thomaz)....Pages 307-315
Video Tampering Detection for Decentralized Video Transcoding Networks (Rabindranath Andujar, Ignacio Peletier, Jesus Oliva, Marc Cymontkowski, Yondon Fu, Eric Tang et al.)....Pages 316-327
Generalized Subspace Learning by Roweis Discriminant Analysis (Benyamin Ghojogh, Fakhri Karray, Mark Crowley)....Pages 328-342
Understanding Public Speakers’ Performance: First Contributions to Support a Computational Approach (Fábio Barros, Ângelo Conde, Sandra C. Soares, António J. R. Neves, Samuel Silva)....Pages 343-355
Open Source Multipurpose Multimedia Annotation Tool (Joed Lopes da Silva, Alan Naoto Tabata, Lucas Cardoso Broto, Marta Pereira Cocron, Alessandro Zimmer, Thomas Brandmeier)....Pages 356-367
SLAM-Based Multistate Tracking System for Mobile Human-Robot Interaction (Thorsten Hempel, Ayoub Al-Hamadi)....Pages 368-376
Front Matter ....Pages 377-377
Dense Disparity Maps from RGB and Sparse Depth Information Using Deep Regression Models (Pedro Nuno Leite, Renato Jorge Silva, Daniel Filipe Campos, Andry Maykol Pinto)....Pages 379-392
Exploitation of Dense MLS City Maps for 3D Object Detection (Örkény Zováthi, Balázs Nagy, Csaba Benedek)....Pages 393-403
Automatic Stereo Disparity Search Range Detection on Parallel Computing Architectures (Ruveen Perera, Tobias Low)....Pages 404-416
Multi-camera Motion Estimation with Affine Correspondences (Khaled Alyousefi, Jonathan Ventura)....Pages 417-431
Back Matter ....Pages 433-435