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18th 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 Sharma, Peketi Divya, Chalavadi Vishnu, Linga Reddy Cenkeramaddi
Deformable and Structural Representative Network for Remote Sensing Image Captioning. 56-64 - Douglas Rodrigues, Gustavo Henrique de Rosa, Kelton Augusto Pontara da Costa
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
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
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
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
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
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
Exploiting GAN Capacity to Generate Synthetic Automotive Radar Data. 262-271 - Renzo Pacheco, Paula González, Luis E. Chuquimarca
Fruit Defect Detection Using CNN Models with Real and Virtual Data. 272-279 - Nikita Lomov, Oleg Seredin
Search for Rotational Symmetry of Binary Images via Radon Transform and Fourier Analysis. 280-289 - Tobias Bolten
N-MuPeTS: Event Camera Dataset for Multi-Person Tracking and Instance Segmentation. 290-300 - Igor János
Football360: Introducing a New Dataset for Camera Calibration in Sports Domain. 301-308 - Ekta Gavas
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
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
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
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
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
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
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
CoDA-Few: Few Shot Domain Adaptation for Medical Image Semantic Segmentation. 715-726 - Tim Büchner
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
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
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
FakeRecogna Anomaly: Fake News Detection in a New Brazilian Corpus. 830-837 - Zorana Dozdor
Two-Model-Based Online Hand Gesture Recognition from Skeleton Data. 838-845 - Sergio Ballines-Barrera, Leopoldo López, Daniel Santana-Cedrés
Maritime Surveillance by Multiple Data Fusion: An Application Based on Deep Learning Object Detection, AIS Data and Geofencing. 846-855 - Andrei Baraian, Vili Kellokumpu
Automatic Fracture Detection and Characterization in Borehole Images Using Deep Learning-Based Semantic Segmentation. 856-863 - Agniv Chatterjee, Snehashis Majhi
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
Investigating the Performance of Optimization Techniques on Deep Learning Models to Identify Dota2 Game Events. 881-888 - Warley Barbosa, Lucas Amaral, Tiago F. Vieira
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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