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17th VISIGRAPP 2022 - Volume 4: VISAPP
- Giovanni Maria Farinella, Petia Radeva, Kadi Bouatouch:
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2022, Volume 4: VISAPP, Online Streaming, February 6-8, 2022. SCITEPRESS 2022, ISBN 978-989-758-555-5
Invited Speakers
- Roope Raisamo:
Wearable Human Augmentation. VISIGRAPP 2022: 5 - Filip Skola
, Fotis Liarokapis:
Reducing Brain-computer Interaction Training Time with Embodied Virtual Avatar. 7-17 - Sara Irina Fabrikant:
The Risky Business of Visualizing Known Unknowns for Decision Making with Maps. VISIGRAPP 2022: 19 - Andreas Geiger:
Neural Implicit Representations for 3D Vision and Beyond. VISIGRAPP 2022: 21
Image and Video Formation, Preprocessing and Analysis
- Marcin Namysl, Alexander M. Esser, Sven Behnke
Flexible Table Recognition and Semantic Interpretation System. 27-37 - Hernan Carrillo, Michaël Clément, Aurélie Bugeau:
Non-local Matching of Superpixel-based Deep Features for Color Transfer. 38-47 - Martin Georg Ljungqvist, Otto Nordander, Arvid Mildner, Tony Liu, Pierre Nugues:
Object Detector Differences When using Synthetic and Real Training Data. 48-59 - Gaurav Adke:
Application of GAN for Reducing Data Imbalance under Limited Dataset. 60-68 - Qinghua Guo, Yue Sun, Lan Min, Arjen van Putten, Egbert Frank Knol, Bram Visser, T. Bas Rodenburg
Video-based Detection and Tracking with Improved Re-Identification Association for Pigs and Laying Hens in Farms. 69-78 - Xiaotian Liu, Lei Yang, Xiaoyu Zhang, Xiaohui Duan:
MA-ResNet50: A General Encoder Network for Video Segmentation. 79-86 - Nikita Lomov, Kharlampiy Tiras, Leonid M. Mestetskiy:
Identification of Planarian Individuals by Spot Patterns in Texture. 87-96 - Jasjeet Dhaliwal, Kyle Hambrook
DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees. 97-105 - Lucas Oliveira David
MinMax-CAM: Improving Focus of CAM-based Visualization Techniques in Multi-label Problems. 106-117 - Monika Kwiatkowski
Specularity, Shadow, and Occlusion Removal from Image Sequences using Deep Residual Sets. 118-125 - Daniela Ivanova
Perceptual Loss based Approach for Analogue Film Restoration. 126-135 - Daniel Organisciak, Matthew Poyser
UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery. 136-146 - Rodrigo Rill-García, Eva Dokládalová, Petr Dokládal:
Syncrack: Improving Pavement and Concrete Crack Detection through Synthetic Data Generation. 147-158 - Ngoc Phuong Anh Duong, Alexandre Almin, Léo Lemarié, B. Ravi Kiran:
LiDAR Dataset Distillation within Bayesian Active Learning Framework Understanding the Effect of Data Augmentation. 159-167 - Tobias Bolten
Evaluation of Deep Learning based 3D-Point-Cloud Processing Techniques for Semantic Segmentation of Neuromorphic Vision Sensor Event-streams. 168-179 - Matthias Körschens, Paul Bodesheim, Joachim Denzler:
Beyond Global Average Pooling: Alternative Feature Aggregations for Weakly Supervised Localization. 180-191 - Nicolas Ugrinovic, Albert Pumarola, Alberto Sanfeliu, Francesc Moreno-Noguer:
Single-view 3D Body and Cloth Reconstruction under Complex Poses. 192-203 - Augusto Ribeiro Castro
Deep Depth Completion of Low-cost Sensor Indoor RGB-D using Euclidean Distance-based Weighted Loss and Edge-aware Refinement. 204-212 - Kishaan Jeeveswaran, Senthilkumar Kathiresan, Arnav Varma, Omar Magdy, Bahram Zonooz, Elahe Arani:
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks. 213-223 - Angel Villar-Corrales, Sven Behnke
Unsupervised Image Decomposition with Phase-Correlation Networks. 224-235 - Rachel Blin, Samia Ainouz, Stéphane Canu, Fabrice Mériaudeau:
Road Scene Analysis: A Study of Polarimetric and Color-based Features under Various Adverse Weather Conditions. 236-244 - Amélie Gruel
Event Data Downscaling for Embedded Computer Vision. 245-253 - Onur Eker, Burak Ercan
A Real-time 3D Surround View Pipeline for Embedded Devices. 257-263 - Dong-Hee Kim, Jaeyoon Lee, Ki-Seok Chung:
What Matters for Out-of-Distribution Detectors using Pre-trained CNN? 264-273 - Pawel Majewski
Hybrid Method for Rapid Development of Efficient and Robust Models for In-row Crop Segmentation. 274-281 - Sarah Schneider, Doris Antensteiner
Analysis of the Future Potential of Autoencoders in Industrial Defect Detection. 282-289 - Clara Holzhüter, Florian Teich, Florentin Wörgötter:
Segmentation Improves 3D Object Classification in Graph Convolutional Networks. 290-298 - Artur Santos Nascimento
Evaluation of a Local Descriptor for HDR Images. 299-306 - Clara Brémond Martin, Camille Simon Chane, Cédric Clouchoux, Aymeric Histace:
AAEGAN Loss Optimizations Supporting Data Augmentation on Cerebral Organoid Bright-field Images. 307-314 - Anastasia Kirillova, Eugene Lyapustin
ERQA: Edge-restoration Quality Assessment for Video Super-Resolution. 315-322 - Simon Buus Jensen
Deep Learning-based Anomaly Detection on X-Ray Images of Fuel Cell Electrodes. 323-330 - Jinglei Shi, Xiaoran Jiang, Christine Guillemot:
Deep Video Frame Rate Up-conversion Network using Feature-based Progressive Residue Refinement. 331-339 - Anna Konrad, Ciarán Eising
FisheyeSuperPoint: Keypoint Detection and Description Network for Fisheye Images. 340-347 - Li Duan
Continuous Perception for Classifying Shapes and Weights of Garments for Robotic Vision Applications. 348-355 - Geoff French, Michal Mackiewicz
Colour Augmentation for Improved Semi-supervised Semantic Segmentation. 356-363 - James McCullough, Naseer Al-Jawad
Physics based Motion Estimation to Improve Video Compression. 364-371 - Kshitij Singh, Alexia Briassouli, Mirela Popa:
Aerial to Street View Image Translation using Cascaded Conditional GANs. 372-379 - Thiago Moura da Rocha Bastos, Luiz Stragevitch, Cleber Zanchettin:
Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized Film Product. 380-386 - Albert Christensen, Daniel Lehotský
Presenting a Novel Pipeline for Performance Comparison of V-PCC and G-PCC Point Cloud Compression Methods on Datasets with Varying Properties. 387-393 - Mohamed Sanim Akremi, Rim Slama
SPD Siamese Neural Network for Skeleton-based Hand Gesture Recognition. 394-402 - Thanasis Zoumpekas
CLOSED: A Dashboard for 3D Point Cloud Segmentation Analysis using Deep Learning. 403-410 - José Manuel Fuentes, Roberto Paredes, Elena Fulladosa
Automatic Transcription System for Nutritional Information Charts of Spanish Food Products. 411-418 - Claudio Rota
MdVRNet: Deep Video Restoration under Multiple Distortions. 419-426 - Benedikt Kottler
3GAN: A Three-GAN-based Approach for Image Inpainting Applied to the Reconstruction of Occluded Parts of Building Walls. 427-435 - Greice P. Dal Molin, Victor Flavio de Andrade Araujo, Soraia Raupp Musse:
Estimating Perceived Comfort in Virtual Humans based on Spatial and Spectral Entropy. 436-443 - George Killick, Gerardo Aragon-Camarasa, J. Paul Siebert:
Monte-Carlo Convolutions on Foveated Images. 444-451 - Vasileios Gkitsas, Nikolaos Zioulis, Vladimiros Sterzentsenko, Alexandros Doumanoglou, Dimitrios Zarpalas:
Towards Full-to-Empty Room Generation with Structure-aware Feature Encoding and Soft Semantic Region-adaptive Normalization. 452-461 - Natália F. de C. Meira, Mateus C. Silva, Andrea G. C. Bianchi, Cláudio B. Vieira, Alinne Souza, Efrem Ribeiro, Roberto O. Junior, Ricardo A. R. Oliveira
Mask R-CNN Applied to Quasi-particle Segmentation from the Hybrid Pelletized Sinter (HPS) Process. 462-469 - Muhammad Ammar Khan, Khawaja Ghulam Alamdar
Mitigating the Zero Biased Steering Angles in Self-driving Simulator Datasets. 470-475 - Szymon Motloch, Mateusz Szczygielski, Grzegorz Sarwas:
Image Prefiltering in DeepFake Detection. 476-483 - Tiago de C. G. Pereira, Teófilo E. de Campos:
Learn by Guessing: Multi-step Pseudo-label Refinement for Person Re-Identification. 484-493 - Peter Hardy
Can Super Resolution Improve Human Pose Estimation in Low Resolution Scenarios? 494-501 - João Batista Florindo:
Wavelet Transform for the Analysis of Convolutional Neural Networks in Texture Recognition. 502-509 - Yanexis Pupo Toledo, Leandro A. F. Fernandes, Silena Herold-García, Alexis P. Quesada:
U-Net-based DFU Tissue Segmentation and Registration on Uncontrolled Dermoscopic Images. 510-517 - Salima Bourbia, Ayoub Karine, Aladine Chetouani, Mohammed El Hassouni:
Blind Projection-based 3D Point Cloud Quality Assessment Method using a Convolutional Neural Network. 518-525 - Juan Diego Gonzales Zuniga, Ujjwal, François Brémond:
DeTracker: A Joint Detection and Tracking Framework. 526-536 - Dana Skorvánková, Adam Riecický, Martin Madaras:
Automatic Estimation of Anthropometric Human Body Measurements. 537-544 - Lukás Gajdosech
Towards Deep Learning-based 6D Bin Pose Estimation in 3D Scan. 545-552 - Jag Mohan Singh, Ahmed Madhun, Ahmed Mohammed Kedir, Raghavendra Ramachandra:
Smartphone based Finger-Photo Verification using Siamese Network. 553-559 - Rafael A. Berri, Diego Renan Bruno, Eduardo N. Borges, Giancarlo Lucca, Fernando Santos Osório
ADAS Classifier for Driver Monitoring and Driving Qualification using Both Internal and External Vehicle Data. 560-567 - Jag Mohan Singh, Raghavendra Ramachandra:
DLDFD: Recurrence Free 2D Convolution Approach for Deep Fake Detection. 568-574 - Antonio Alberto Pereira Junior
An Initial Study in Wood Tomographic Image Classification using the SVM and CNN Techniques. 575-581 - Milena Gazdieva
Can We Use Neural Regularization to Solve Depth Super-resolution? 582-590 - Antoni Burguera:
Robust Underwater Visual Graph SLAM using a Simanese Neural Network and Robust Image Matching. 591-598 - Masahiro Hayashi, Fumihiko Sakaue, Jun Sato, Yoshiteru Koreeda, Masakatsu Higashikubo, Hidenori Yamamoto:
Recovering High Intensity Images from Sequential Low Light Images. 599-606 - Robert Brodin, Palawat Busaranuvong, Chun-Kit Ngan:
AutoCNN-MSCD: An Autodesigned CNN Framework for Detecting Multi-skin Cancer Diseases over Dermoscopic Images. 607-615 - Clemens Seibold, Johannes Künzel, Anna Hilsmann, Peter Eisert:
From Explanations to Segmentation: Using Explainable AI for Image Segmentation. 616-626 - Michela Lecca
Underwater Image Enhancement by the Retinex Inspired Contrast Enhancer STRESS. 627-634 - Rafael E. Rivadeneira, Ángel D. Sappa, Boris Xavier Vintimilla:
Multi-Image Super-Resolution for Thermal Images. 635-642 - Rihab Lahouli, Geert De Cubber, Benoît Pairet
Deep Learning based Object Detection and Tracking for Maritime Situational Awareness. 643-650 - Richárd Rádli
Improving the Efficiency of Autoencoders for Visual Defect Detection with Orientation Normalization. 651-658 - Kento Yamakawa, Fumihiko Sakaue, Jun Sato:
Generating High Resolution Depth Image from Low Resolution LiDAR Data using RGB Image. 659-665 - Onofre Martorell, Antoni Buades:
Variational Temporal Optical Flow for Multi-exposure Video. 666-673 - Shane Ward, Hossein Malekmohamadi
Enhanced 3D Point Cloud Object Detection with Iterative Sampling and Clustering Algorithms. 674-681 - Philippe Pérez de San Roman, Pascal Desbarats, Jean-Philippe Domenger, Axel Buendia:
NEMA: 6-DoF Pose Estimation Dataset for Deep Learning. 682-690 - Akash Kumar, Aayush Sugandhi, Yamuna Prasad:
Detection and Identification of Threat Potential of Ships using Satellite Images and AIS Data. 691-698 - Haruki Fujii, Naoki Minamino, Takashi Ueda, Yohei Kondo, Kazuhiro Hotta:
Classification and Analysis of Liverwort Sperm by Integration-Net. 699-705 - Poonam Beniwal, Pranav Mantini, Shishir K. Shah:
Image Quality Assessment using Deep Features for Object Detection. 706-714 - Kenta Kageyama, Ryo Kawahara, Takahiro Okabe:
Spectral Absorption from Two-view Hyperspectral Images. 715-721 - Michal Haindl, Pavel Zid:
Melanoma Recognition. 722-729 - Tamás Tófalvi, Bandó Kovács, Levente Hajder, Tekla Tóth:
LiDAR-camera Calibration in an Uniaxial 1-DoF Sensor System. 730-738
Mobile and Egocentric Vision for Humans and Robots
- Taro Yamada, Shuichi Enokida:
3D Map Generation with Shape and Appearance Information. 743-748 - Ryogo Takemoto, Yuya Nagamine, Kazuki Yoshihiro, Masatoshi Shibata, Hideo Yamada, Yuichiro Tanaka, Shuichi Enokida, Hakaru Tamukoh:
Hardware-oriented Algorithm for Human Detection using GMM-MRCoHOG Features. 749-757 - Arnav Varma, Hemang Chawla
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics. 758-769 - Chaitanya Bandi, Hannes Kisner, Urike Thomas:
3D Hand and Object Pose Estimation for Real-time Human-robot Interaction. 770-780 - Jianhong Han, Zhaoyi Wan, Zhe Liu, Jie Feng, Bingfeng Zhou:
SparseDet: Towards End-to-End 3D Object Detection. 781-792 - Diego Rodriguez, Florian Huber
Category-level Part-based 3D Object Non-rigid Registration. 795-802 - Christian Hofmann, Mathias Fichtner, Markus Lieret, Jörg Franke:
Efficient Semantic Mapping in Dynamic Environments. 803-810 - Nicolas Wagner, Ulrich Schwanecke:
NeuralQAAD: An Efficient Differentiable Framework for Compressing High Resolution Consistent Point Clouds Datasets. 811-822 - Tiago Silva
Tracking 3D Deformable Objects in Real Time. 823-830 - Markus Lieret, Maximilian Hübner, Christian Hofmann, Jörg Franke:
Human Detection and Gesture Recognition for the Navigation of Unmanned Aircraft. 831-838 - Yasser Boutaleb
Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition. 839-848 - Benjamin Kelényi
3D Object Recognition using Time of Flight Camera with Embedded GPU on Mobile Robots. 849-856
Applications and Services
- Kana Matsuo, Koji Fujita, Takafumi Koyama, Shingo Morishita, Yuta Sugiura:
Cervical Spine Range of Motion Measurement Utilizing Image Analysis. 861-867 - Jack W. Barker, Neelanjan Bhowmik, Toby P. Breckon:
Semi-supervised Surface Anomaly Detection of Composite Wind Turbine Blades from Drone Imagery. 868-876 - Robert Fischer, Michael Hödlmoser, Margrit Gelautz
Camera Pose Estimation using Human Head Pose Estimation. 877-886 - Luca Ciampi
Counting or Localizing? Evaluating Cell Counting and Detection in Microscopy Images. 887-897 - Matthieu Chan Chee, Vinay Pandit, Max Kiehn:
Detecting Corruption in Real Video Game Graphics using Deep Convolutional Neural Networks. 901-908 - Aufaclav Zatu Kusuma Frisky, Simon Brenner, Sebastian Zambanini, Robert Sablatnig:
Color-Light Multi Cascade Network for Single Image Depth Prediction on One Perspective Artifact Images. 909-916 - Mohammad Imrul Jubair
Altering Facial Expression based on Textual Emotion. 917-924 - Houda Chaabouni-Chouayakh, Manel Farhat, Achraf Ben-Hamadou:
Deep Features Extraction for Endoscopic Image Matching. 925-932 - Ilias Rmouque, Maxime Devanne, Jonathan Weber, Germain Forestier, Cédric Wemmert:
Ensemble Clustering for Histopathological Images Segmentation using Convolutional Autoencoders. 933-940 - Albert Jiménez, Lluís Gómez, Joan Llobera
Automated Video Edition for Synchronized Mobile Recordings of Concerts. 941-948 - Maram Mahmoud A. Monshi, Josiah Poon, Vera Yuk Ying Chung:
Distributed Deep Learning for Multi-Label Chest Radiography Classification. 949-956 - Takashi Yoshikawa, Masami Hida, Chonho Lee, Haruna Okabe, Nozomi Kobayashi, Sachie Ozawa, Hideo Saito, Masaki Kan, Susumu Date, Shinji Shimojo:
Identification of over One Thousand Individual Wild Humpback Whales using Fluke Photos. 957-967 - Bahram Lavi
17K-Graffiti: Spatial and Crime Data Assessments in São Paulo City. 968-975 - Marcos Gabriel Mendes Lauande
Classification of Histopathological Images of Penile Cancer using DenseNet and Transfer Learning. 976-983 - Thomas Weber, Michael Danner, Bo Zhang, Matthias Rätsch, Andreas Zell:
Semantic Risk-aware Costmaps for Robots in Industrial Applications using Deep Learning on Abstracted Safety Classes from Synthetic Data. 984-990 - Daniel Helm, Florian Kleber
Graph-based Shot Type Classification in Large Historical Film Archives. 991-998 - Jinsong Liu, Ivan A. Nikolov
Detecting Anomalies Reliably in Long-term Surveillance Systems. 999-1009 - Mohammed Hassoubah, Ibrahim Sobh, Mohamed ElHelw:
Study of LiDAR Segmentation and Model's Uncertainty using Transformer for Different Pre-trainings. 1010-1019
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