13th International Conference on Computer Vision Systems

Conference Program

List of papers to be presented per session

DATE: 22.09.2021

ORAL SESSION 1: ATTENTION SYSTEMS

Session Chair: Máximo Roa

• [11:00-11:14] "Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields"
  Nolan B. Gutierrez, and William J. Beksi
• [11:15-11:29] "MARL: Multimodal Attentional Representation Learning for Disease Prediction"
  Ali Hamdi, Amr Aboeleneen, and Khaled Shaban
• [11:30-11:44] "Object Localization with Attribute Preference based on Top-Down Attention"
  Soubarna Banik, Mikko Lauri, Alois Knoll, and Simone Frintrop
• [11:45-11:59] "See the Silence: Improving Visual-only Voice Activity Detection by Optical Flow and RGB Fusion"
  Danu Caus, Guillaume Carbajal, Timo Gerkmann, and Simone Frintrop

ORAL SESSION 2: CLASSIFICATION AND DETECTION

Session Chair: Lazaros Nalpantidis

• [13:30-13:44] "Score to Learn: A Comparative Analysis of Scoring Functions for Active Learning in Robotics"
  Riccardo Grigoletto, Elisa Maiettini, and Lorenzo Natale
• [13:45-13:59] "Enhancing the Performance of Image Classification through Features Automatically Learned from Depth-maps"
  George Ciubotariu, Vlad-Ioan Tomescu, and Gabriela Czibula
• [14:00-14:14] "Object Detection on TPU Accelerated Embedded Devices"
  Bertalan Kovacs, Anders D. Henriksen, Jonathan Dyssel Stets, and Lazaros Nalpantidis
• [14:15-14:29] "Tackling Inter-Class Similarity and Intra-Class Variance for Microscopic Image-based Classification"
  Aishwarya Venkataramanan, Martin Laviale, Cécile Figus, Philippe Usseglio-Polatera, and Cédric Pradalier

ORAL SESSION 3: SEMANTIC INTERPRETATION

Session Chair: Henrik I Christensen

• [16:00-16:14] "Measuring the Sim2Real Gap in 3D Object Classification for Different 3D Data Representation"
  Jean-Baptiste Weibel, Rainer Rohrböck, and Markus Vincze
• [16:15-16:29] "Spatially-Constrained Semantic Segmentation with Topological Μaps and Visual Εmbeddings"
  Christina Theodoridou, Andreas Kargakos, Ioannis Kostavelis, Dimitrios Giakoumis, and Dimitrios Tzovaras
• [16:30-16:44] "Knowledge-enabled Generation of Semantically Annotated Image Sequences of Manipulation Activities from VR Demonstrations"
  Andrei Haidu, Xiaoyue Zhang, and Michael Beetz
• [16:45-16:59] "Make It Easier: An Empirical Simplification of a Deep 3D Segmentation Network for Human Body Parts"
  Matteo Terreran, Daniele Evangelista, Jacopo Lazzaro, and Alberto Pretto

DATE: 23.09.2021

ORAL SESSION 4: VIDEO AND MOTION ANALYSIS

Session Chair: Ming Liu

• [11:00-11:14] "Video Popularity Prediction through Fusing Early Viewership with Video Content"
  Alexandros Vrochidis, Nikolaos Dimitriou, Stelios Krinidis, Savvas Panagiotidis, Stathis Parcharidis, Dimitrios Tzovaras
• [11:15-11:29] "Action Prediction during Human-Object Interaction based on DTW and Early Fusion of Human and Object Representations"
  Victoria Manousaki, Konstantinos Papoutsakis, and Antonis Argyros
• [11:30-11:44] "GridTrack: Detection and Tracking of Multiple Objects in Dynamic Occupancy Grids"
  Özgür Erkent, David Sierra Gonzalez, Anshul Paigwar, and Christian Laugier
• [11:45-11:59] "An Efficient Video Desnowing and Deraining Method with a Novel Variant Dataset"
  Arezoo Sadeghzadeh, Md Baharul Islam, and Reza Zaker

ORAL SESSION 5: COMPUTER VISION SYSTEMS IN AGRICULTURE

Session Chair: Markus Vincze

• [13:30-13:44] "Robust Counting of Soft Fruit through Occlusions with Re-identification"
  Raymond Kirk, Michael Mangan, and Grzegorz Cielniak
• [13:45-13:59] "Non-destructive Soft Fruit Mass and Volume Estimation for Phenotyping in Horticulture"
  Raymond Kirk, Michael Mangan, and Grzegorz Cielniak
• [14:00-14:14] "Learning Image-based Contaminant Detection in Wool Fleece from Noisy Annotations"
  Timothy Patten, Alen Alempijevic, and Robert Fitch
• [14:15-14:29] "Active Learning for Crop-Weed Discrimination by Image Classification from Convolutional Neural Network’s Feature Pyramid Levels"
  Usman A. Zahidi and Grzegorz Cielniak