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ORCID17th 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, Joachim Köhler:
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, J. Elizabeth Bolhuis, Piter Bijma, Peter H. N. de With:
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, Hélio Pedrini, Zanoni Dias:
MinMax-CAM: Improving Focus of CAM-based Visualization Techniques in Multi-label Problems. 106-117 - Monika Kwiatkowski, Olaf Hellwich:
Specularity, Shadow, and Occlusion Removal from Image Sequences using Deep Residual Sets. 118-125 - Daniela Ivanova, Jan Paul Siebert, John Williamson:
Perceptual Loss based Approach for Analogue Film Restoration. 126-135 - Daniel Organisciak, Matthew Poyser, Aishah Alsehaim, Shanfeng Hu, Brian K. S. Isaac-Medina, Toby P. Breckon, Hubert P. H. Shum:
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, Felix Lentzen, Regina Pohle-Fröhlich, Klaus D. Tönnies:
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, Valdir Grassi Jr., Moacir A. Ponti:
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, Jean Martinet, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
Event Data Downscaling for Embedded Computer Vision. 245-253 - Onur Eker, Burak Ercan, Berkant Bayraktar, Murat Bal:
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, Jacek Reiner:
Hybrid Method for Rapid Development of Efficient and Robust Models for In-row Crop Segmentation. 274-281 - Sarah Schneider, Doris Antensteiner, Daniel Soukup, Matthias Scheutz:
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, Welerson Augusto Lino Jesus de Melo, Beatriz Trinchão Andrade, Daniel Oliveira Dantas:
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, Anastasia Antsiferova, Dmitry S. Vatolin:
ERQA: Edge-restoration Quality Assessment for Video Super-Resolution. 315-322 - Simon Buus Jensen, Thomas B. Moeslund, Søren J. Andreasen:
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, Ganesh Sistu, John McDonald, Rudi C. Villing, Senthil Kumar Yogamani:
FisheyeSuperPoint: Keypoint Detection and Description Network for Fisheye Images. 340-347 - Li Duan, Gerardo Aragon-Camarasa:
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, Tuan Nguyen:
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, Mathias Krogh Poulsen, Thomas B. Moeslund:
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, Hedi Tabia:
SPD Siamese Neural Network for Skeleton-based Hand Gesture Recognition. 394-402 - Thanasis Zoumpekas, Guillem Molina, Anna Puig, Maria Salamó:
CLOSED: A Dashboard for 3D Point Cloud Segmentation Analysis using Deep Learning. 403-410 - José Manuel Fuentes, Roberto Paredes, Elena Fulladosa, María del Mar Giró, Anna Claret:
Automatic Transcription System for Nutritional Information Charts of Spanish Food Products. 411-418 - Claudio Rota, Marco Buzzelli:
MdVRNet: Deep Video Restoration under Multiple Distortions. 419-426 - Benedikt Kottler, Ludwig List, Dimitri Bulatov, Martin Weinmann:
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, Aiman Junaid, Muhammad Farhan:
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, Srinandan Dasmahapatra, Hansung Kim:
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, Viktor Kocur, Martin Stuchlík, Lukas Hudec, Martin Madaras:
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, Marco António Garcia de Carvalho:
An Initial Study in Wood Tomographic Image Classification using the SVM and CNN Techniques. 575-581 - Milena Gazdieva, Oleg Voynov, Alexey Artemov, Youyi Zheng, Luiz Velho, Evgeny Burnaev:
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, Charles Hamesse, Timothée Fréville, Rob Haelterman:
Deep Learning based Object Detection and Tracking for Maritime Situational Awareness. 643-650 - Richárd Rádli, László Czúni:
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, Bahram Zonooz, Elahe Arani:
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics. 758-769 - Chaitanya Bandi, Hannes Kisner, Ulrike 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, Sven Behnke:
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, Luís Magalhães, Manuel Ferreira, Salik Ram Khanal, Jorge 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, Catherine Soladié, Nam-Duong Duong, Jérôme Royan, Renaud Séguier:
Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition. 839-848 - Benjamin Kelényi, Szilárd Molnár, Levente Tamás:
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, Fabio Carrara, Giuseppe Amato, Claudio Gennaro:
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, Md. Masud Rana, Md. Amir Hamza, Mohsena Ashraf, Fahim Ahsan Khan, Ahnaf Tahseen Prince:
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, Eric K. Tokuda, Felipe Moreno Vera, Luis Gustavo Nonato, Cláudio T. Silva, Jorge Poco:
17K-Graffiti: Spatial and Crime Data Assessments in São Paulo City. 968-975 - Marcos Gabriel Mendes Lauande, Amanda Mara Teles, Leandro Lima da Silva, Caio Eduardo Falcão Matos, Geraldo Braz Junior, Anselmo Cardoso de Paiva, João Dallyson Sousa de Almeida, Rui Miguel Gil da Costa Oliveira, Haissa Oliveira Brito, Ana Gisélia Nascimento, Ana Clea Feitosa Pestana, Ana Paula Silva Azevedo dos Santos, Fernanda Ferreira Lopes:
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, Martin Kampel:
Graph-based Shot Type Classification in Large Historical Film Archives. 991-998 - Jinsong Liu, Ivan A. Nikolov, Mark P. Philipsen, Thomas B. Moeslund:
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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