ICIAR
2020 Program Details |
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Remember that
the official schedule is in Lisbon Time (UTC/GMT +1). |
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June 24, 2020 (Wednesday) |
Chair |
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14:00 - 14:15 |
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Opening |
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A.
Campilho |
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Fakhri
Karray |
Zhou
Wang |
14:30 - 15:30 |
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Invited Talk: |
Hani Hagras |
Fakhri Karray
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Towards
Human-Friendly Explainable Artificial Intelligence |
University of Essex |
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UK |
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Paper ID |
Title |
Authors |
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15:45 - 17:00 |
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Machine
Learning 1 |
Luís Teixeira |
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19 |
Weighted Fisher
Discriminant Analysis in the Input and Feature Spaces |
Benyamin Ghojogh, Milad
Sikaroudi, H.R. Tizhoosh, Fakhri Karray and Mark Crowley |
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31 |
Backprojection for Training
Feedforward Neural Networks in the Input and Feature Spaces |
Benyamin Ghojogh, Fakhri
Karray and Mark Crowley |
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36 |
Parallel Implementation of
the DRLSE Algorithm |
Daniel Coelho and Sergio
Furuie |
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72 |
A multiscale energy-based
time-domain approach for interference detection in non-stationary signals |
Vittoria Bruni, Lorenzo
Della Cioppa and Domenico Vitulano |
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15:45 - 17:00 |
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Computer
Vision 1 |
Petia Radeva
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51 |
Deep Learning for Partial
Fingerprint Inpainting |
Marc-André Blais, Andy
Couturier and Moulay Akhloufi |
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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 |
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58 |
Combining asynchronous
events and traditional frames for steering angle prediction |
Abdoulaye Ly and Moulay
Akhloufi |
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35 |
Survey of preprocessing
techniques and classification approaches in online signature verification |
Mohammad Saleem and Bence
Kovari |
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17:15 - 18:30 |
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Video
Analysis 1 |
Zhou Wang
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28 |
RN-VID: A Feature Fusion
Architecture for Video Object Detection |
Hughes Perreault,
Maguelonne Héritier, Pierre Gravel, Guillaume-Alexandre Bilodeau and Nicolas
Saunier |
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18 |
Color inference from
semantic labeling for person search in video |
Jules Simon,
Guillaume-Alexandre Bilodeau, David Steele and Harshad Mahadik |
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54 |
2D Bidirectional Gated
Recurrent Unit Convolutional Neural Networks for End-to-End Violence
Detection in Videos |
Abdarahmane Traoré and
Moulay Akhloufi |
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50 |
Video Based Live Tracking
of Fishes in Tanks |
José Castelo, H. Sofia
Pinto, Alexandre Bernardino and Núria Baylina |
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17:15 - 18:30 |
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Medical
Image Analysis 1 |
Ana Mendonça
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102 |
A Framework for fusion of
T1-weighted and Dynamic MRI sequences |
João F. Teixeira, Sílvia
Bessa, Pedro F. Gouveia and Hélder P. Oliveira |
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73 |
B-Mode Ultrasound Breast
Anatomy Segmentation |
João F. Teixeira, António
M. Carreiro, Rute M. Santos and Hélder P. Oliveira |
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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 |
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107 |
Improving Multiple
Sclerosis Lesion Boundaries Segmentation by Convolutional Neural Networks
with Focal Learning |
Gustavo Ulloa, Alejandro
Veloz, Héctor Allende-Cid and Héctor Allende |
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June 25, 2020 (Thursday) |
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10:30 - 11:45 |
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Machine
Learning 2 |
Aurélio Campilho
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24 |
SMAT: Smart Multiple
Affinity Metrics for Multiple Object Tracking |
Nicolas Franco Gonzalez,
Andres Ospina and Philippe Calvez |
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85 |
Combining Mixture Models and Spectral Clustering for Data Partitioning |
Julien Muzeau, Maria
Oliver-Parera, Patricia Ladret and Pascal Bertolino |
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20 |
MSPNet: Multi-level
Semantic Pyramid Network for Real-time Object Detection |
Ji Li and Yingdong Ma |
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119 |
Multi-Domain Document
Layout Understanding using Few-shot Object Detection |
Srikrishna Varadarajan,
Pranaydeep Singh, Ankit Narayan Singh and Muktabh Mayank Srivastava |
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10:30 - 11:45 |
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Image
Processing and Analysis 1 |
Catarina Carvalho |
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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 |
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74 |
FlowChroma - A Deep
Recurrent Network for Video Colorization |
Thejan Wijesinghe, Chamath
Abeysinghe, Chanuka Wijayakoon, Lahiru Jayathilake and Uthayasanker
Thayasivam |
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41 |
Benchmark for Generic
Product Detection: A Low Data Baseline for Dense Object Detection |
Srikrishna Varadarajan,
Sonaal Kant and Muktabh Mayank Srivastava |
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12:00 - 13:15 |
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Video
Analysis 2 |
Lu Zhang
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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 |
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106 |
A semantics-guided warping
for semi-supervised video object instance segmentation |
Qiong Wang, Lu Zhang and
Kidiyo Kpalma |
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34 |
Two-Stream Framework for
Activity Recognition with 2D Human Pose Estimation |
Wei Chang, Chunyang Ye and
Hui Zhou |
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27 |
Video Object Segmentation
Using Convex Optimization of Foreground and Background Distributions |
Jia-Wei Chen and Jin-Jang
Leou |
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12:00 - 13:15 |
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3D
Computer Vision |
Benyamin Ghojogh |
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71 |
Dense Disparity Maps from
RGB and Sparse Depth Information using Deep Regression Models |
Pedro Leite, Renato Silva,
Daniel Campos and Andry Pinto |
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67 |
Exploitation of Dense MLS
City Maps for 3D Object Detection |
Örkény Zováthi, Balázs Nagy
and Csaba Benedek |
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78 |
Automatic Stereo Disparity
Search Range Detection on Parallel Computing Architectures |
Ruveen Perera and Tobias
Low |
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43 |
Multi-Camera Motion
Estimation with Affine Correspondences |
Khaled Alyousefi and
Jonathan Ventura |
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13:30
- 14:15 |
Lunch Break |
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14:30 - 15:30 |
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Invited Talk: |
Ioannis Pitas |
Zhou Wang
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Embedded
computer vision and machine learning for drone imaging |
Aristotle University of
Thessaloniki |
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Greece |
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15:45 - 17:00 |
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Image
Processing and Analysis 2 |
Ed Vrscay
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11 |
Supervised and Unsupervised
Detections for Multiple Object Tracking in Traffic Scenes: A Comparative
Study |
Hui-Lee Ooi,
Guillaume-Alexandre Bilodeau and Nicolas Saunier |
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89 |
Variation of Perceived
Colour Difference Under Different Surround Luminance |
Thilan Costa, Vincent
Gaudet, Edward R. Vrscay and Zhou Wang |
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117 |
4K or Not? - Automatic
Image Resolution Assessment |
Vyas Anirudh Akundy and
Zhou Wang |
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118 |
Detecting Macroblocking in
Images Caused by Transmission Error |
Ganesh Rajasekar and Zhou
Wang |
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15:45 - 17:00 |
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Analysis
of Histopathology Images |
Hélder Oliveira
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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 |
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48 |
Studying the Effect of
Digital Stain Separation of Histopathology Images on Image Search Performance |
Alison Cheeseman, Hamid
Tizhoosh and Edward Vrscay |
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88 |
Generalized multiple
instance learning for cancer detection in digital histopathology |
Jan Hering and Jan Kybic |
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17:15 - 18:45 |
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Machine
Learning 3 |
Adrian Galdran
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82 |
Object Tracking through
Residual and Dense LSTMs |
Fabio Garcea, Alessandro
Cucco, Lia Morra and Fabrizio Lamberti |
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69 |
Theoretical Insights into
the Use of Structural Similarity Index In Generative Models and Inferential
Autoencoders |
Benyamin Ghojogh, Fakhri
Karray and Mark Crowley |
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4 |
Efficient Prediction of
Gold Prices Using Hybrid Deep Learning |
Turner Tobin and Rasha
Kashef |
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113 |
Exploring Information
Theory and Gaussian Markov Random Fields For Color Texture Classification |
Cédrick Nsimba and Levada
Luis Magalhães |
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115 |
Anomaly Detection for
Images using Auto-Encoder based Sparse Representation |
Qiang Zhao and Fakhri
Karray |
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17:15 - 18:45 |
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Computer
Vision 2 |
Alaa Elkhatib |
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66 |
SSIM based Signature of
Facial Micro-Expressions |
Vittoria Bruni and
Domenico Vitulano |
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55 |
Learning to search for
objects in images from human gaze sequences |
Afonso Nunes, Rui
Figueiredo and Plinio Moreno |
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111 |
Detecting Defects in
Materials using Deep Convolutional Neural Networks |
Quentin Boyadjian, Nicolas
Vanderesse, Matthew Toews and Philippe Bocher |
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30 |
Visual perception ranking
of chess players |
Laercio Silva Junior and
Carlos Thomaz |
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26 |
Video Tampering Detection
for Decentralized Video Transcoding Networks |
Rabindranath Andujar,
Ignacio Peletier, Marc Cymontkowski, Jesus Oliva, Josh Allman, Yondon Fu and
Eric Tang |
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June 26, 2020 (Friday) |
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12:00 - 13:15 |
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Image
Processing and Analysis 3 |
Jorge Silva
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47 |
Bag of Tricks for Retail
Product Image Classification |
Muktabh Mayank Srivastava |
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32 |
Detection and recognition
of food in photo galleries for analysis of user preferences |
Evgeniy Miasnikov and
Andrey Savchenko |
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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 |
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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 |
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12:00 - 13:15 |
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Grand Challenge on Automatic Lung Cancer Patient Management 1 |
João Pedrosa
Carlos Ferreira |
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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 |
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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 |
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112 |
3DCNN for Pulmonary Nodule
Segmentation and Classification |
Zhongwei Sun, Yizhuan Jia
and Xuejun Men |
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101 |
Residual Networks for
Pulmonary Nodule Segmentation and Texture Characterization |
Adrian Galdran and Hamid
Bouchachia |
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13:30
- 14:15 |
Lunch Break |
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14:30 - 15:30 |
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Invited Talk: |
Daniel Rueckert |
Aurélio Campilho
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Deep
learning and the Future of Radiology |
Imperial College London |
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UK |
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15:45 - 17:00 |
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Computer
Vision 3 |
Vittoria Bruni
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33 |
Generalized Subspace
Learning by Roweis Discriminant Analysis |
Benyamin Ghojogh, Fakhri
Karray and Mark Crowley |
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60 |
Understanding Public
Speakers' Performance: First Contributions to Support a Computational
Approach |
Fábio Barros, Ângelo Conde,
Sandra Soares, António Neves and Samuel Silva |
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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 |
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77 |
SLAM-based Multistate
Tracking System For Mobile Human-Robot Interaction |
Thorsten Hempel and Ayoub
Al-Hamadi |
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15:45 - 17:00 |
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Diagnosis
and Screening of Ophthalmic Diseases 1 |
Ana Mendonça
Koen Vermeer |
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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 |
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87 |
Enhancement of Retinal
Fundus Images via Pixel Color Amplification |
Alex Gaudio, Asim Smailagic
and Aurélio Campilho |
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21 |
Wavelet-based Retinal Image
Enhancement |
Safinaz Elmahmoudy, Lamiaa
Abdel-Hamid, Ahmed El-Rafie and Salwa Elramly |
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105 |
An interpretable
data-driven score for the assessment of fundus images quality |
Youri Peskine, Marie Carole
Boucher and Farida Cheriet |
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17:15 - 18:45 |
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Medical
Image Analysis 2 |
Mehran Ebrahimi |
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9 |
Enhancing the Prediction of
Lung Cancer Survival Rates using 2D Features from 3D Scans |
Tahira Ghani and John
Oommen |
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49 |
Lesion Localization in
Paediatric Epilepsy Using Patch-based Convolutional Neural Network |
Azad Aminpour, Mehran
Ebrahimi and Elysa Widjaja |
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94 |
Deep Learning models for
segmentation of mobile-acquired dermatological images |
Catarina Andrade, Luís F.
Teixeira, Maria João M. Vasconcelos and Luís Rosado |
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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 |
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17:15 - 18:45 |
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Diagnosis
and Screening of Ophthalmic Diseases 2 |
Ana Mendonça
Koen Vermeer |
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125 |
Optic Disc and Fovea
Detection in Color Eye Fundus Images |
Ana Mendonça, Tânia Melo,
Teresa Araújo and Aurélio Campilho |
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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 |
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124 |
Deep Retinal Diseases
Detection and Explainability using OCT Images |
Mohamed Chetoui and Moulay
Akhloufi |
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Grand Challenge on Automatic Lung Cancer Patient Management 2 |
João Pedrosa
Guilherme Aresta |
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109 |
Automatic Lung Cancer
Follow-up Recommendation with 3D Deep Learning |
Gurraj Atwal and Hady
Ahmady Phoulady |
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70 |
Deep Residual 3D U-Net for
Joint Segmentation and Texture Classification of Nodules in Lung |
Alexandr Rassadin |
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19:00 - 19:30 |
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Paper Awards and Closing |
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A.
Campilho |
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Fakhri
Karray |
Zhou
Wang |
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