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ORCID18th VISIGRAPP 2023: Lisbon, Portugal - Volume 4: VISAPP
- Petia Radeva, Giovanni Maria Farinella, Kadi Bouatouch:
Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2023, Volume 4: VISAPP, Lisbon, Portugal, February 19-21, 2023. SCITEPRESS 2023, ISBN 978-989-758-634-7
Invited Speakers
- Alexandru C. Telea:
Beyond the Third Dimension: How Multidimensional Projections and Machine Learning Can Help Each Other. 5-16 - Ferran Argelaguet:
The Infinite Loop. VISIGRAPP 2023: 17 - Vincent Hayward:
Human Tactile Mechanics and the Design of Haptic Interfaces. VISIGRAPP 2023: 19 - Liang Zheng:
Data-Centric Computer Vision. VISIGRAPP 2023: 21
Image and Video Processing and Analysis
- Dmitry Demidov, Muhammad Hamza Sharif, Aliakbar Abdurahimov, Hisham Cholakkal, Fahad Shahbaz Khan:
Salient Mask-Guided Vision Transformer for Fine-Grained Classification. 27-38 - Savvas Karatsiolis, Andreas Kamilaris
:
A Model-agnostic Approach for Generating Saliency Maps to Explain Inferred Decisions of Deep Learning Models. 39-46 - Robert Fischer, Michael Hödlmoser, Margrit Gelautz:
Flexible Extrinsic Structured Light Calibration Using Circles. 47-55 - Jaya Sharm, Peketi Divya, Chalavadi Vishnu, Linga Reddy Cenkeramaddi, B. H. Sekhar, C. Krishna Mohan:
Deformable and Structural Representative Network for Remote Sensing Image Captioning. 56-64 - Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa, Danilo Samuel Jodas, João Paulo Papa:
Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish. 65-73 - Hiroki Adachi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Yasunori Ishii, Kazuki Kozuka:
Masking and Mixing Adversarial Training. 74-82 - Abanob Soliman, Fabien Bonardi, Désiré Sidibé, Samia Bouchafa:
Robust RGB-D-IMU Calibration Method Applied to GPS-Aided Pose Estimation. 83-94 - Robby Neven, Toon Goedemé:
Uncertainty-Aware DPP Sampling for Active Learning. 95-104 - Takaaki Iwayoshi, Hiroki Adachi, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi:
Complement Objective Mining Branch for Optimizing Attention Map. 105-113 - Dorsaf Sebai, Faouzi Ghorbel, Sounia Messbahi:
Study of Coding Units Depth for Depth Maps Quality Scalable Compression Using SHVC. 114-120 - Ciheng Zhang, Decky Aspandi, Steffen Staab:
Predicting Eye Gaze Location on Websites. 121-132 - Patricia L. Suárez, Ángel D. Sappa:
Toward a Thermal Image-Like Representation. 133-140 - Danilo Samuel Jodas, Giuliana Del Nero Velasco, Reinaldo Araujo de Lima, Aline Ribeiro Machado, João Paulo Papa:
Deep Learning Semantic Segmentation Models for Detecting the Tree Crown Foliage. 143-150 - Christoph Praschl, Roland Kaiser, Gerald A. Zwettler:
Generative Adversarial Network Synthesis for Improved Deep Learning Model Training of Alpine Plants with Fuzzy Structures. 151-158 - Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat:
Multimodal Unsupervised Spatio-Temporal Interpolation of Satellite Ocean Altimetry Maps. 159-167 - Tobias Bolten, Regina Pohle-Fröhlich, Klaus D. Tönnies:
Semantic Segmentation on Neuromorphic Vision Sensor Event-Streams Using PointNet++ and UNet Based Processing Approaches. 168-178 - Tugçe Temel, Revna Acar Vural:
Turkish Sign Language Recognition Using CNN with New Alphabet Dataset. 179-186 - Logan Servant, Camille Kurtz, Laurent Wendling:
An Extension of the Radial Line Model to Predict Spatial Relations. 187-195 - Jinri Bao, Zicong Wang, Junli Wang, Chungang Yan:
Persistent Homology Based Generative Adversarial Network. 196-203 - Michela Lecca:
A Basic Tool for Improving Bad Illuminated Archaeological Pictures. 204-211 - Wei Lun Tey, Mau-Luen Tham, Yeong-Nan Phua, Sing Yee Chua:
Adaptive Fourier Single-Pixel Imaging Based on Probability Estimation. 212-219 - S. Amin Dadgar, Guido Brunnett:
Hand Segmentation with Mask-RCNN Using Mainly Synthetic Images as Training Sets and Repetitive Training Strategy. 220-228 - Andrey Makrushin, Venkata Srinath Mannam, Jana Dittmann:
Data-Driven Fingerprint Reconstruction from Minutiae Based on Real and Synthetic Training Data. 229-237 - Abir Fathallah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara:
EHDI: Enhancement of Historical Document Images via Generative Adversarial Network. 238-245 - Jihen Amara, Birgitta König-Ries, Sheeba Samuel:
Concept Explainability for Plant Diseases Classification. 246-253 - Lucas Massa, Tiago F. Vieira, Allan de M. Martins, Ícaro B. Q. de Araújo, Glauber T. Silva, Harrisson D. A. Santos:
Model Fitting on Noisy Images from an Acoustofluidic Micro-Cavity for Particle Density Measurement. 254-261 - Mauren Louise Sguario C. Andrade, Matheus Velloso Nogueira, Eduardo Candioto Fidelis, Luiz Henrique Aguiar Campos, Pietro Lo Presti Campos, Torsten Schön, Lester de Abreu Faria:
Exploiting GAN Capacity to Generate Synthetic Automotive Radar Data. 262-271 - Renzo Pacheco, Paula González, Luis E. Chuquimarca, Boris Xavier Vintimilla, Sergio A. Velastin:
Fruit Defect Detection Using CNN Models with Real and Virtual Data. 272-279 - Nikita Lomov, Oleg Seredin, Olesia Kushnir, Daniil Liakhov:
Search for Rotational Symmetry of Binary Images via Radon Transform and Fourier Analysis. 280-289 - Tobias Bolten, Christian Neumann, Regina Pohle-Fröhlich, Klaus D. Tönnies:
N-MuPeTS: Event Camera Dataset for Multi-Person Tracking and Instance Segmentation. 290-300 - Igor János, Vanda Benesová:
Football360: Introducing a New Dataset for Camera Calibration in Sports Domain. 301-308 - Ekta Gavas, Anoop M. Namboodiri:
Finger-UNet: A U-Net Based Multi-Task Architecture for Deep Fingerprint Enhancement. 309-316 - Sangeeth Dev Sarangi, Bappaditya Mandal:
Deep Neural Network Based Attention Model for Structural Component Recognition. 317-326 - Hajer Ghodhbani, Mohamed Neji, Adel M. Alimi:
Neural Style Transfer for Image-Based Garment Interchange Through Multi-Person Human Views. VISIGRAPP (4: VISAPP) 2023: 327-335 - Belmin Alic, Tim Zauber, Chen Zhang, Wang Liao, Alina Wildenauer, Noah Leosz, Torsten Eggert, Sarah Dietz-Terjung, Sivagurunathan Sutharsan, Gerhard Weinreich, Christoph Schöbel, Gunther Notni, Christian Wiede, Karsten Seidl:
Contactless Optical Detection of Nocturnal Respiratory Events. 336-344 - Poonam Beniwal, Pranav Mantini, Shishir Shah:
Image Quality Assessment for Object Detection Performance in Surveillance Videos. 345-354 - Walid Hariri, Imed Eddine Haouli:
Advanced Deep Transfer Learning Using Ensemble Models for COVID-19 Detection from X-ray Images. VISIGRAPP (4: VISAPP) 2023: 355-362 - Christian Massao Konishi, Hélio Pedrini:
Counting People in Crowds Using Multiple Column Neural Networks. 363-370 - Yoshiki Kakamu, Takahiro Maruyama, Kazuhiro Hotta:
Re-Learning ShiftIR for Super-Resolution of Carbon Nanotube Images. 371-377 - Danilo Pena, Parinaz Dehaghani, Oussama Hadj Abdelkader, Hadjer Bouzebiba, A. Pedro Aguiar:
A Low-Cost Process for Plant Motion Magnification for Smart Indoor Farming. 378-384 - Daina Shimoyama, Fumihiko Sakaue, Jun Sato:
Generating Pedestrian Views from In-Vehicle Camera Images. 385-392 - Haruki Fujii, Kazuhiro Hotta:
Adaptive Resolution Selection for Improving Segmentation Accuracy of Small Objects. 393-400 - Zhanyu Gao, Kai Chen, Dahai Yu:
IACT: Intensive Attention in Convolution-Transformer Network for Facial Landmark Localization. 401-410 - Regina Pohle-Fröhlich, Tobias Bolten:
Concept Study for Dynamic Vision Sensor Based Insect Monitoring. 411-418 - Hericles Felipe Ferraz, Jocival Dantas Dias Junior, André Ricardo Backes, Daniel Duarte Abdala, Maurício Cunha Escarpinati:
Multichannel Analysis in Weed Detection. 419-426 - Emna Brahim, Sonia Bouzidi, Walid Barhoumi:
ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images. 427-434 - Leonid M. Mestetskiy, Dimitry A. Koptelov:
Fast Skeletons of Handwritten Texts in Digital Images. 435-443 - Marcondes Ricarte da Silva Júnior, Jairton da Silva Falcão Filho, Zilde Souto Maior Neto, Júlia Dias Tavares de Souza, Vinícius Lima Ventura, João Marcelo X. N. Teixeira:
Image Quality Assessment in the Context of the Brazilian Electoral System. 444-451 - Laura G. M. Arakaki, Leandro H. F. P. Silva, Matheus Vieira da Silva, Bruno M. Melo, André R. Backes, Maurício C. Escarpinati, João Fernando Mari:
Evaluation of U-Net Backbones for Cloud Segmentation in Satellite Images. 452-458 - Elona Dupont, Inder Pal Singh, Laura Lopez-Fuentes, Sk Aziz Ali, Anis Kacem, Enjie Ghorbel, Djamila Aouada:
You Can Dance! Generating Music-Conditioned Dances on Real 3D Scans. 459-466 - Eito Itonaga, Fumihiko Sakaue, Jun Sato:
Inverse Rendering Based on Compressed Spatiotemporal Infomation by Neural Networks. 467-474 - Anca Ignat, Robert-Adrian Gaina:
Combined Unsupervised and Supervised Learning for Improving Chest X-Ray Classification. 475-482 - Takumi Shibata, Fumihiko Sakaue, Jun Sato:
Multimodal Light-Field Camera with External Optical Filters Based on Unsupervised Learning. 483-490 - Achref Ouni:
An Unsupervised IR Approach Based Density Clustering Algorithm. 491-496 - Muhammad Ali, Omar Alsuwaidi, Salman Khan:
FlexPooling with Simple Auxiliary Classifiers in Deep Networks. 497-505 - Daniela C. Terra, Adriano Chaves Lisboa, Mariana T. Rezende, Cláudia M. Carneiro, Andrea G. C. Bianchi:
Shape-based Features Investigation for Preneoplastic Lesions on Cervical Cancer Diagnosis. 506-513
Mobile and Egocentric Vision for Humans and Robots
- Takahiro Suzuki, Manabu Hashimoto:
Estimation of Robot Motion Parameters Based on Functional Consistency for Randomly Stacked Parts. 519-528 - Chengzhi Wu, Linxi Qiu, Kanran Zhou, Julius Pfrommer, Jürgen Beyerer:
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-Task Learning. 529-540 - Chaitanya Bandi, Ulrike Thomas:
Face-Based Gaze Estimation Using Residual Attention Pooling Network. 541-549 - Sander R. Klomp, Peter H. N. de With:
Robust Path Planning in the Wild for Automatic Look-Ahead Camera Control. 553-561 - Mitsuki Yoshida, Ryogo Yamamoto, Kazuki Wakayama, Hiroki Tomoe, Kanji Tanaka:
Classification and Embedding of Semantic Scene Graphs for Active Cross-Domain Self-Localization. 562-569 - Ahmed Abouelazm, Igor Vozniak, Nils Lipp, Pavel Astreika, Christian Müller:
Deep Distance Metric Learning for Similarity Preserving Embedding of Point Clouds. 570-581 - Ahmed Abouelazm, Igor Vozniak, Nils Lipp, Pavel Astreika, Christian Müller:
Point Cloud Neighborhood Estimation Method Using Deep Neuro-Evolution. 582-593 - Ahmed Tabia, Fabien Bonardi, Samia Bouchafa-Bruneau:
Fully Convolutional Neural Network for Event Camera Pose Estimation. 594-599 - Teppei Miura, Shinji Sako, Tsutomu Kimura:
3D Ego-Pose Lift-Up Robustness Study for Fisheye Camera Perturbations. 600-606 - Diógenes Wallis de França Silva, João Paulo Silva do Monte Lima, Diego Gabriel Francis Thomas, Hideaki Uchiyama, Veronica Teichrieb:
UMVpose++: Unsupervised Multi-View Multi-Person 3D Pose Estimation Using Ground Point Matching. 607-614 - Aidana Nurakhmetova, Jean Lahoud, Hisham Cholakkal:
Data-Efficient Transformer-Based 3D Object Detection. 615-623 - Masashi Hatano, Ryo Hachiuma, Hideo Saito:
Trajectory Prediction in First-Person Video: Utilizing a Pre-Trained Bird's-Eye View Model. 624-630 - Samar Daou, Ahmed Rekik, Achraf Ben-Hamadou, Abdelaziz Kallel:
Near-infrared Lipreading System for Driver-Car Interaction. 631-638 - Sultan Abu Ghazal, Jean Lahoud, Rao Muhammad Anwer:
Surface-Biased Multi-Level Context 3D Object Detection. VISIGRAPP (4: VISAPP) 2023: 639-647 - Ryogo Takemoto, Yuya Nagamine, Kazuki Yoshihiro, Masatoshi Shibata, Hideo Yamada, Yuichiro Tanaka, Shuichi Enokida, Hakaru Tamukoh:
Memory-Efficient Implementation of GMM-MRCoHOG for Human Recognition Hardware. 648-655 - Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Giovanni Maria Farinella:
Put Your PPE on: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios. 656-663 - Michele Mazzamuto, Francesco Ragusa, Alessandro Resta, Giovanni Maria Farinella, Antonino Furnari:
A Wearable Device Application for Human-Object Interactions Detection. 664-671 - Takuya Goto, Fumihiko Sakaue, Jun Sato:
Seeing Risk of Accident from In-Vehicle Cameras. 672-679 - Thorsten Hempel, Laslo Dinges, Ayoub Al-Hamadi:
Sentiment-Based Engagement Strategies for Intuitive Human-Robot Interaction. 680-686 - Marcondes Ricarte da Silva Júnior, Jonas Ferreira Silva, João Marcelo X. N. Teixeira:
Automatic Robotic Arm Calibration for the Integrity Test of Voting Machines in the Brazillian 2022's Election Context. 687-694 - Francesco Ragusa, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Emanuele Ragusa, Marina Samarotto, Luciano Santo, Nicola Picone, Leo Scarso, Giovanni Maria Farinella:
ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation. 695-702 - Rui Yang, Matthieu Grard, Emmanuel Dellandréa, Liming Chen:
When Continual Learning Meets Robotic Grasp Detection: A Novel Benchmark on the Jacquard Dataset. 703-710
Applications and Services
- Arthur B. A. Pinto, Jefersson A. dos Santos, Hugo N. Oliveira, Alexei M. C. Machado:
CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. 715-726 - Tim Büchner, Sven Sickert, Gerd Fabian Volk, Christoph Anders, Orlando Guntinas-Lichius, Joachim Denzler:
Let's Get the FACS Straight: Reconstructing Obstructed Facial Features. 727-736 - Vinícius Camargo da Silva, João Paulo Papa, Kelton Augusto Pontara da Costa:
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection. 737-745 - Amrollah Seifoddini, Koen Vernooij, Timon Künzle, Alessandro Canopoli, Malte Alf, Anna Volokitin, Reza Shirvany:
ALiSNet: Accurate and Lightweight Human Segmentation Network for Fashion E-Commerce. 746-754 - Felipe Augusto da Silva Mendonça, João Marcelo Xavier Natário Teixeira, Marcondes Ricarte da Silva Júnior:
IncludeVote: Development of an Assistive Technology Based on Computer Vision and Robotics for Application in the Brazilian Electoral Context. 755-765 - Andrei-Robert Alexandrescu, Alexandru Manole, Laura Diosan:
Railway Switch Classification Using Deep Neural Networks. 769-776 - Jakub Paplhám, Vojtech Franc, Daniela Lzicarová:
Detection of Microscopic Fungi and Yeast in Clinical Samples Using Fluorescence Microscopy and Deep Learning. 777-784 - Ben Vardi, Alessandro Torcinovich, Marina Khoroshiltseva, Marcello Pelillo, Ohad Ben-Shahar:
Multi-Phase Relaxation Labeling for Square Jigsaw Puzzle Solving. 785-795 - Xinyun Li, Ryosuke Furuta, Go Irie, Yota Yamamoto, Yukinobu Taniguchi:
Interactive Indoor Localization Based on Image Retrieval and Question Response. 796-803 - Daniel Canedo, José Vieira, António Gonçalves, António J. R. Neves:
AI-Powered Management of Identity Photos for Institutional Staff Directories. 804-811 - Roberto Wagner Santos Maciel, João Gabriel Alves Nery, Daniel Oliveira Dantas:
High-Level Workflow Interpreter for Real-Time Image Processing. 812-818 - Sanaz Sabzevari, Ali Ghadirzadeh, Mårten Björkman, Danica Kragic:
PG-3DVTON: Pose-Guided 3D Virtual Try-on Network. 819-829 - Gabriel Lino Garcia, Luis C. S. Afonso, Leandro A. Passos, Danilo S. Jodas, Kelton A. P. da Costa, João P. Papa:
FakeRecogna Anomaly: Fake News Detection in a New Brazilian Corpus. 830-837 - Zorana Dozdor, Tomislav Hrkac, Zoran Kalafatic:
Two-Model-Based Online Hand Gesture Recognition from Skeleton Data. 838-845 - Sergio Ballines-Barrera, Leopoldo López, Daniel Santana-Cedrés, Nelson Monzón:
Maritime Surveillance by Multiple Data Fusion: An Application Based on Deep Learning Object Detection, AIS Data and Geofencing. 846-855 - Andrei Baraian, Vili Kellokumpu, Tomi Räty, Leena Kallio:
Automatic Fracture Detection and Characterization in Borehole Images Using Deep Learning-Based Semantic Segmentation. 856-863 - Agniv Chatterjee, Snehashis Majhi, Vincent Calcagno, François Brémond:
TrichANet: An Attentive Network for Trichogramma Classification. 864-872 - Peter Sakalik, Lukas Hudec, Marek Jakab, Vanda Benesová, Ondrej Fabian:
Synthesis for Dataset Augmentation of H&E Stained Images with Semantic Segmentation Masks. 873-880 - Matheus Prado Prandini Faria, Etienne Silva Julia, Henrique Coelho Fernandes, Marcelo Zanchetta do Nascimento, Rita Maria da Silva Julia:
Investigating the Performance of Optimization Techniques on Deep Learning Models to Identify Dota2 Game Events. 881-888 - Warley Barbosa, Lucas Amaral, Tiago F. Vieira, Bruno Georgevich Ferreira, Gustavo Melo:
Industrial Visual Defect Inspection of Electronic Components with Siamese Neural Network. 889-896 - Ashwinee Mehta, Maged Abdelaal, Moamen Sheba, Nic Herndon:
Finding Similar non-Collapsed Faces to Collapsed Faces Using Deep Learning Face Recognition. 897-904 - Tetiana Yemelianenko, Alain Trémeau, Iuliia Tkachenko:
Printed Packaging Authentication: Similarity Metric Learning for Rotogravure Manufacture Process Identification. 905-911 - Emmanuel F. Morán, Boris Xavier Vintimilla, Miguel Realpe:
Towards a Robust Solution for the Supermarket Shelf Audit Problem. 912-919 - Nasrin Akbari, Amirali Baniasadi:
EFL-Net: An Efficient Lightweight Neural Network Architecture for Retinal Vessel Segmentation. 920-927 - Alexandre Neto, Diogo Couto, Miguel T. Coimbra, António Cunha:
Colonoscopic Polyp Detection with Deep Learning Assist. 928-935 - Kirsty-Lee Walker, Tevin Moodley:
Handwriting Recognition in Down Syndrome Learners Using Deep Learning Methods. 936-943 - Mana Masuda, Hideo Saito, Yoshifumi Takatsume, Hiroki Kajita:
Novel View Synthesis for Unseen Surgery Recordings. 944-949
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