International Conference on Image Analysis and Recognition

17th International Conference on
Image Analysis and Recognition

ICIAR 2020
24-26 June, 2020 – VIRTUAL CONFERENCE

Association for Image and Machine Intelligence

Program Details

ICIAR 2020 Program Details
Remember that the official schedule is in Lisbon Time (UTC/GMT +1).
June 24, 2020 (Wednesday) Chair
14:00 - 14:15   Opening   A. Campilho  
Fakhri Karray
Zhou Wang
14:30 - 15:30   Invited Talk: Hani Hagras
Fakhri Karray
Towards Human-Friendly Explainable Artificial Intelligence University of Essex
Paper ID Title Authors  
15:45 - 17:00   Machine Learning 1 Luís Teixeira
  19 Weighted Fisher Discriminant Analysis in the Input and Feature Spaces Benyamin Ghojogh, Milad Sikaroudi, H.R. Tizhoosh, Fakhri Karray and Mark Crowley
  31 Backprojection for Training Feedforward Neural Networks in the Input and Feature Spaces Benyamin Ghojogh, Fakhri Karray and Mark Crowley
  36 Parallel Implementation of the DRLSE Algorithm Daniel Coelho and Sergio Furuie
  72 A multiscale energy-based time-domain approach for interference detection in non-stationary signals Vittoria Bruni, Lorenzo Della Cioppa and Domenico Vitulano
15:45 - 17:00   Computer Vision 1
Petia Radeva
  51 Deep Learning for Partial Fingerprint Inpainting Marc-André Blais, Andy Couturier and Moulay Akhloufi
  29 A Visual Perception Framework to Analyse Neonatal Pain in Face Images Lucas Carlini, Juliana Soares, Giselle Silva, Tatiany Heideirich, Rita Balda, Marina Barros, Ruth Guinsburg and Carlos Thomaz
  58 Combining asynchronous events and traditional frames for steering angle prediction Abdoulaye Ly and Moulay Akhloufi
  35 Survey of preprocessing techniques and classification approaches in online signature verification Mohammad Saleem and Bence Kovari
17:15 - 18:30   Video Analysis 1
Zhou Wang
  28 RN-VID: A Feature Fusion Architecture for Video Object Detection Hughes Perreault, Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau and Nicolas Saunier
  18 Color inference from semantic labeling for person search in video Jules Simon, Guillaume-Alexandre Bilodeau, David Steele and Harshad Mahadik
  54 2D Bidirectional Gated Recurrent Unit Convolutional Neural Networks for End-to-End Violence Detection in Videos Abdarahmane Traoré and Moulay Akhloufi
  50 Video Based Live Tracking of Fishes in Tanks José Castelo, H. Sofia Pinto, Alexandre Bernardino and Núria Baylina
17:15 - 18:30   Medical Image Analysis 1
Ana Mendonça
  102 A Framework for fusion of T1-weighted and Dynamic MRI sequences João F. Teixeira, Sílvia Bessa, Pedro F. Gouveia and Hélder P. Oliveira
  73 B-Mode Ultrasound Breast Anatomy Segmentation João F. Teixeira, António M. Carreiro, Rute M. Santos and Hélder P. Oliveira
  98 Contributions to a Quantitative Unsupervised Processing and Analysis of Tongue in Ultrasound Images Fábio Barros, Ana Rita Valente, Luciana Albuquerque, Samuel Silva, António Teixeira and Catarina Oliveira
  107 Improving Multiple Sclerosis Lesion Boundaries Segmentation by Convolutional Neural Networks with Focal Learning Gustavo Ulloa, Alejandro Veloz, Héctor Allende-Cid and Héctor Allende
June 25, 2020 (Thursday)  
10:30 - 11:45   Machine Learning 2
Aurélio Campilho
  24 SMAT: Smart Multiple Affinity Metrics for Multiple Object Tracking Nicolas Franco Gonzalez, Andres Ospina and Philippe Calvez
  85 Combining Mixture Models and Spectral Clustering for Data Partitioning Julien Muzeau, Maria Oliver-Parera, Patricia Ladret and Pascal Bertolino
  20 MSPNet: Multi-level Semantic Pyramid Network for Real-time Object Detection Ji Li and Yingdong Ma
  119 Multi-Domain Document Layout Understanding using Few-shot Object Detection Srikrishna Varadarajan, Pranaydeep Singh, Ankit Narayan Singh and Muktabh Mayank Srivastava
10:30 - 11:45   Image Processing and Analysis 1 Catarina Carvalho
  44 Exploring Workout Repetition Counting and Validation through Deep Learning Bruno Ferreira, Pedro M. Ferreira, Gil Pinheiro, Nelson Figueiredo, Filipe Carvalho, Paulo Menezes and Jorge Batista
  74 FlowChroma - A Deep Recurrent Network for Video Colorization Thejan Wijesinghe, Chamath Abeysinghe, Chanuka Wijayakoon, Lahiru Jayathilake and Uthayasanker Thayasivam
  41 Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection Srikrishna Varadarajan, Sonaal Kant and Muktabh Mayank Srivastava
12:00 - 13:15   Video Analysis 2
Lu Zhang
  42 Using External Knowledge to Improve Zero-shot Action Recognition in Egocentric Videos Adrián Núñez-Marcos, Gorka Azkune, Eneko Agirre, Diego López-de-Ipiña and Ignacio Arganda-Carreras
  106 A semantics-guided warping for semi-supervised video object instance segmentation Qiong Wang, Lu Zhang and Kidiyo Kpalma
  34 Two-Stream Framework for Activity Recognition with 2D Human Pose Estimation Wei Chang, Chunyang Ye and Hui Zhou
  27 Video Object Segmentation Using Convex Optimization of Foreground and Background Distributions Jia-Wei Chen and Jin-Jang Leou
12:00 - 13:15   3D Computer Vision Benyamin Ghojogh
  71 Dense Disparity Maps from RGB and Sparse Depth Information using Deep Regression Models Pedro Leite, Renato Silva, Daniel Campos and Andry Pinto
  67 Exploitation of Dense MLS City Maps for 3D Object Detection Örkény Zováthi, Balázs Nagy and Csaba Benedek
  78 Automatic Stereo Disparity Search Range Detection on Parallel Computing Architectures Ruveen Perera and Tobias Low
  43 Multi-Camera Motion Estimation with Affine Correspondences Khaled Alyousefi and Jonathan Ventura
13:30 - 14:15 Lunch Break  
14:30 - 15:30   Invited Talk: Ioannis Pitas
Zhou Wang
Embedded computer vision and machine learning for drone imaging Aristotle University of Thessaloniki
15:45 - 17:00   Image Processing and Analysis 2
Ed Vrscay
  11 Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study Hui-Lee Ooi, Guillaume-Alexandre Bilodeau and Nicolas Saunier
  89 Variation of Perceived Colour Difference Under Different Surround Luminance Thilan Costa, Vincent Gaudet, Edward R. Vrscay and Zhou Wang
  117 4K or Not? - Automatic Image Resolution Assessment Vyas Anirudh Akundy and Zhou Wang
  118 Detecting Macroblocking in Images Caused by Transmission Error Ganesh Rajasekar and Zhou Wang
15:45 - 17:00   Analysis of Histopathology Images
Hélder Oliveira
  110 A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images Jiahao Lu, Nataša Sladoje, Christina Runow Stark, Eva Darai Ramqvist, Jan-Michaél Hirsch and Joakim Lindblad
  48 Studying the Effect of Digital Stain Separation of Histopathology Images on Image Search Performance Alison Cheeseman, Hamid Tizhoosh and Edward Vrscay
  88 Generalized multiple instance learning for cancer detection in digital histopathology Jan Hering and Jan Kybic
17:15 - 18:45   Machine Learning 3
Adrian Galdran
  82 Object Tracking through Residual and Dense LSTMs Fabio Garcea, Alessandro Cucco, Lia Morra and Fabrizio Lamberti
  69 Theoretical Insights into the Use of Structural Similarity Index In Generative Models and Inferential Autoencoders Benyamin Ghojogh, Fakhri Karray and Mark Crowley
  4 Efficient Prediction of Gold Prices Using Hybrid Deep Learning Turner Tobin and Rasha Kashef
  113 Exploring Information Theory and Gaussian Markov Random Fields For Color Texture Classification Cédrick Nsimba and Levada Luis Magalhães
  115 Anomaly Detection for Images using Auto-Encoder based Sparse Representation Qiang Zhao and Fakhri Karray
17:15 - 18:45   Computer Vision 2 Alaa Elkhatib
  66 SSIM based Signature of Facial Micro-Expressions Vittoria Bruni and Domenico Vitulano
  55 Learning to search for objects in images from human gaze sequences Afonso Nunes, Rui Figueiredo and Plinio Moreno
  111 Detecting Defects in Materials using Deep Convolutional Neural Networks Quentin Boyadjian, Nicolas Vanderesse, Matthew Toews and Philippe Bocher
  30 Visual perception ranking of chess players Laercio Silva Junior and Carlos Thomaz
  26 Video Tampering Detection for Decentralized Video Transcoding Networks Rabindranath Andujar, Ignacio Peletier, Marc Cymontkowski, Jesus Oliva, Josh Allman, Yondon Fu and Eric Tang
June 26, 2020 (Friday)  
12:00 - 13:15   Image Processing and Analysis 3
Jorge Silva
  47 Bag of Tricks for Retail Product Image Classification Muktabh Mayank Srivastava
  32 Detection and recognition of food in photo galleries for analysis of user preferences Evgeniy Miasnikov and Andrey Savchenko
  96 Real time Automatic Urban Traffic ManagementFramework Based on Convolutional NeuralNetwork under Limited Resources Constraint Antoine Meicler, Assan Sanogo, Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Marouan Khata, Eddoughmi Younes, Alami Khalil, Yazid Lachachi and Amir Nakib
  91 Slicing and dicing soccer: automatic detection of complex events from spatio-temporal data Lia Morra, Francesco Manigrasso, Giuseppe Canto, Claudio Gianfrate, Enrico Guarino and Fabrizio Lamberti
12:00 - 13:15   Grand Challenge on Automatic Lung Cancer Patient Management 1
João Pedrosa
Carlos Ferreira
  97 An automated workflow for Lung cancer follow-up recommendation using deep learning Krishna Chaitanya Kaluva, Sambit Tarai, Sai Prasad Pranav Nadimpalli and Sai Saketh Chennamasetty
  81 Pulmonary-nodule detection using an Ensemble of 3D SE-ResNet18 and DPN68 models Or Katz, Dan Presil, Liz Cohen, Yael Schwartzbard and Shlomo Kashani
  112 3DCNN for Pulmonary Nodule Segmentation and Classification Zhongwei Sun, Yizhuan Jia and Xuejun Men
  101 Residual Networks for Pulmonary Nodule Segmentation and Texture Characterization Adrian Galdran and Hamid Bouchachia
13:30 - 14:15 Lunch Break  
14:30 - 15:30   Invited Talk: Daniel Rueckert
Aurélio Campilho
Deep learning and the Future of Radiology Imperial College London
15:45 - 17:00   Computer Vision 3
Vittoria Bruni
  33 Generalized Subspace Learning by Roweis Discriminant Analysis Benyamin Ghojogh, Fakhri Karray and Mark Crowley
  60 Understanding Public Speakers' Performance: First Contributions to Support a Computational Approach Fábio Barros, Ângelo Conde, Sandra Soares, António Neves and Samuel Silva
  86 Open Source Multipurpose Multimedia Annotation Tool Joed Lopes da Silva, Alan Naoto Tabata, Lucas Cardoso Broto, Marta Pereira Cocron, Alessandro Zimmer and Thomas Brandmeier
  77 SLAM-based Multistate Tracking System For Mobile Human-Robot Interaction Thorsten Hempel and Ayoub Al-Hamadi
15:45 - 17:00   Diagnosis and Screening of Ophthalmic Diseases 1
Ana Mendonça
Koen Vermeer
  90 A multi-dataset approach for DME risk detection in eye fundus images Catarina Carvalho, João Pedrosa, Carolina Maia, Susana Penas, Ângela Carneiro, Luís Mendonça, Ana Maria Mendonça and Aurélio Campilho
  87 Enhancement of Retinal Fundus Images via Pixel Color Amplification Alex Gaudio, Asim Smailagic and Aurélio Campilho
  21 Wavelet-based Retinal Image Enhancement Safinaz Elmahmoudy, Lamiaa Abdel-Hamid, Ahmed El-Rafie and Salwa Elramly
  105 An interpretable data-driven score for the assessment of fundus images quality Youri Peskine, Marie Carole Boucher and Farida Cheriet
17:15 - 18:45   Medical Image Analysis 2 Mehran Ebrahimi
  9 Enhancing the Prediction of Lung Cancer Survival Rates using 2D Features from 3D Scans Tahira Ghani and John Oommen
  49 Lesion Localization in Paediatric Epilepsy Using Patch-based Convolutional Neural Network Azad Aminpour, Mehran Ebrahimi and Elysa Widjaja
  94 Deep Learning models for segmentation of mobile-acquired dermatological images Catarina Andrade, Luís F. Teixeira, Maria João M. Vasconcelos and Luís Rosado
  100 Semi-automatic tool to identify heterogeneity zones in LGE-CMR and incorporate the result into a 3D model of the left ventricle Maria Narciso, António Ferreira and Pedro Vieira
17:15 - 18:45   Diagnosis and Screening of Ophthalmic Diseases 2
Ana Mendonça
Koen Vermeer
  125 Optic Disc and Fovea Detection in Color Eye Fundus Images Ana Mendonça, Tânia Melo, Teresa Araújo and Aurélio Campilho
  52 The effect of menopause on the sexual dimorphism in the human retina - texture analysis of optical coherence tomography data Ana Nunes, Pedro Serranho, Hugo Quental, Miguel Castelo-Branco and Rui Bernardes
  124 Deep Retinal Diseases Detection and Explainability using OCT Images Mohamed Chetoui and Moulay Akhloufi
    Grand Challenge on Automatic Lung Cancer Patient Management 2
João Pedrosa
Guilherme Aresta
  109 Automatic Lung Cancer Follow-up Recommendation with 3D Deep Learning Gurraj Atwal and Hady Ahmady Phoulady
  70 Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung Alexandr Rassadin
19:00 - 19:30   Paper Awards and Closing   A. Campilho  
Fakhri Karray
Zhou Wang


ICIAR - International Conference on Image Analysis and Recognition
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