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ORCID13th ICVS 2021: Virtual Event
- Markus Vincze
, Timothy Patten, Henrik I. Christensen, Lazaros Nalpantidis, Ming Liu:
Computer Vision Systems - 13th International Conference, ICVS 2021, Virtual Event, September 22-24, 2021, Proceedings. Lecture Notes in Computer Science 12899, Springer 2021, ISBN 978-3-030-87155-0
Attention Systems
- Nolan B. Gutierrez, William J. Beksi:
Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields. 3-13 - Ali Hamdi, Amr Aboeleneen, Khaled B. Shaban:
MARL: Multimodal Attentional Representation Learning for Disease Prediction. 14-27 - Soubarna Banik, Mikko Lauri, Alois C. Knoll, Simone Frintrop:
Object Localization with Attribute Preference Based on Top-Down Attention. 28-40 - Danu Caus, Guillaume Carbajal, Timo Gerkmann, Simone Frintrop:
See the Silence: Improving Visual-Only Voice Activity Detection by Optical Flow and RGB Fusion. 41-51
Classification and Detection
- Riccardo Grigoletto, Elisa Maiettini, Lorenzo Natale:
Score to Learn: A Comparative Analysis of Scoring Functions for Active Learning in Robotics. 55-67 - George Ciubotariu, Vlad-Ioan Tomescu, Gabriela Czibula:
Enhancing the Performance of Image Classification Through Features Automatically Learned from Depth-Maps. 68-81 - Bertalan Kovács, Anders D. Henriksen, Jonathan Dyssel Stets, Lazaros Nalpantidis:
Object Detection on TPU Accelerated Embedded Devices. 82-92 - Aishwarya Venkataramanan, Martin Laviale, Cécile Figus, Philippe Usseglio-Polatera, Cédric Pradalier:
Tackling Inter-class Similarity and Intra-class Variance for Microscopic Image-Based Classification. 93-103
Semantic Interpretation
- Jean-Baptiste Weibel, Rainer Rohrböck, Markus Vincze:
Measuring the Sim2Real Gap in 3D Object Classification for Different 3D Data Representation. 107-116 - Christina Theodoridou, Andreas Kargakos, Ioannis Kostavelis, Dimitrios Giakoumis, Dimitrios Tzovaras:
Spatially-Constrained Semantic Segmentation with Topological Maps and Visual Embeddings. 117-129 - Andrei Haidu, Xiaoyue Zhang, Michael Beetz:
Knowledge-Enabled Generation of Semantically Annotated Image Sequences of Manipulation Activities from VR Demonstrations. 130-143 - Matteo Terreran, Daniele Evangelista, Jacopo Lazzaro, Alberto Pretto:
Make It Easier: An Empirical Simplification of a Deep 3D Segmentation Network for Human Body Parts. 144-156
Video and Motion Analysis
- Alexandros Vrochidis, Nikolaos Dimitriou, Stelios Krinidis, Savvas Panagiotidis, Stathis Parcharidis, Dimitrios Tzovaras:
Video Popularity Prediction Through Fusing Early Viewership with Video Content. 159-168 - Victoria Manousaki, Konstantinos E. Papoutsakis, Antonis A. Argyros:
Action Prediction During Human-Object Interaction Based on DTW and Early Fusion of Human and Object Representations. 169-179 - Özgür Erkent, David Sierra González, Anshul Paigwar, Christian Laugier:
GridTrack: Detection and Tracking of Multiple Objects in Dynamic Occupancy Grids. 180-194 - Arezoo Sadeghzadeh, Md Baharul Islam, Reza Zaker:
An Efficient Video Desnowing and Deraining Method with a Novel Variant Dataset. 195-208
Computer Vision Systems in Agriculture
- Raymond Kirk, Michael Mangan, Grzegorz Cielniak:
Robust Counting of Soft Fruit Through Occlusions with Re-identification. 211-222 - Raymond Kirk, Michael Mangan, Grzegorz Cielniak:
Non-destructive Soft Fruit Mass and Volume Estimation for Phenotyping in Horticulture. 223-233 - Timothy Patten, Alen Alempijevic, Robert Fitch:
Learning Image-Based Contaminant Detection in Wool Fleece from Noisy Annotations. 234-244 - Usman A. Zahidi, Grzegorz Cielniak:
Active Learning for Crop-Weed Discrimination by Image Classification from Convolutional Neural Network's Feature Pyramid Levels. 245-257
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