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ORCID19th VISIGRAPP 2024: Rome, Italy - Volume 3: VISAPP
- Petia Radeva, Antonino Furnari, Kadi Bouatouch, A. Augusto de Sousa:
Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2024, Volume 3: VISAPP, Rome, Italy, February 27-29, 2024. SCITEPRESS 2024, ISBN 978-989-758-679-8
Invited Speakers
- Fahad Khan:
Towards Detailed Understanding of the Visual World. VISIGRAPP 2024: 5 - Mel Slater:
Virtual Reality in Mental Health: A Self-Counselling Approach. VISIGRAPP 2024: 7 - Gerhard Rigoll:
Multi-Modal Human-Machine Interaction: Joint Optimization of Single Modalities and Automatic Learning of Communication Channel Fusion. VISIGRAPP 2024: 9 - Alvitta Ottley:
The Dance of Logic and Unpredictability: Examining the Predictability of User Behavior on Visual Analytics Tasks. 11-20
Image and Video Processing and Analysis
- Oguzhan Ulucan
, Diclehan Ulucan, Marc Ebner:
Investigating Color Illusions from the Perspective of Computational Color Constancy. 25-36 - Clara Brémond Martin, Huaqian Wu, Cédric Clouchoux, Kevin Bouaou:
Pair-GAN: A Three-Validated Generative Model from Single Pairs of Biomedical and Ground Truth Images. 37-52 - Franz Thaler, Matthias A. F. Gsell, Gernot Plank, Martin Urschler:
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions. 53-64 - Jannis Unkrig, Markus Friedrich:
Efficiency Optimization Strategies for Point Transformer Networks. 65-76 - Anderson Nogueira Cotrim, Gerson O. Barbosa, Cid Adinam Nogueira Santos, Hélio Pedrini:
Simple Base Frame Guided Residual Network for RAW Burst Image Super-Resolution. 77-87 - Eric L. Wisotzky, Jost Triller, Anna Hilsmann, Peter Eisert:
Multispectral Stereo-Image Fusion for 3D Hyperspectral Scene Reconstruction. 88-99 - Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat:
Pre-Training and Fine-Tuning Attention Based Encoder Decoder Improves Sea Surface Height Multi-Variate Inpainting. 100-109 - Etienne Silva Julia, Marcelo Zanchetta do Nascimento, Matheus Prado Prandini Faria, Rita Maria da Silva Julia:
Deep Learning-Based Models for Performing Multi-Instance Multi-Label Event Classification in Gameplay Footage. 110-121 - Jose Luis Flores-Campana, Luis Gustavo Lorgus Decker, Marcos Roberto e Souza, Helena de Almeida Maia, Hélio Pedrini:
Image Inpainting on the Sketch-Pencil Domain with Vision Transformers. 122-132 - Ali Zakir, Sartaj Ahmed Salman, Gibran Benitez-Garcia, Hiroki Takahashi:
EBA-PRNetCC: An Efficient Bridge Attention-Integration PoseResNet for Coordinate Classification in 2D Human Pose Estimation. 133-144 - Samuel Willingham, Mårten Sjöström, Christine Guillemot:
Training Methods for Regularizing Gradients on Multi-Task Image Restoration Problems. 145-153 - Lars Heckler, Rebecca König:
Feature Selection for Unsupervised Anomaly Detection and Localization Using Synthetic Defects. 154-165 - Kevin Zhou, Dimah Dera:
Robust Denoising and DenseNet Classification Framework for Plant Disease Detection. 166-174 - Monika Kwiatkowski, Simon Matern, Olaf Hellwich:
SIDAR: Synthetic Image Dataset for Alignment & Restoration. 175-189 - Ivan Pereira-Sánchez, Eloi Sans, Julia Navarro, Joan Duran:
Beyond Variational Models and Self-Similarity in Super-Resolution: Unfolding Models and Multi-Head Attention. 190-198 - Georg Wimmer, Dominik Söllinger, Andreas Uhl:
The Risk of Image Generator-Specific Traces in Synthetic Training Data. 199-206 - Nícolas Barbosa Gomes, Arissa Yoshida, Mateus Roder, Guilherme Camargo de Oliveira, João Paulo Papa:
Facial Point Graphs for Amyotrophic Lateral Sclerosis Identification. 207-214 - Rhythm Vohra, Amanda Dash, Alexandra Branzan Albu:
Single-Class Instance Segmentation for Vectorization of Line Drawings. 215-226 - Evgeny Bessonnitsyn, Artyom Chebykin, Grigorii Stafeev, Valeria Efimova:
Frames Preprocessing Methods for Chromakey Classification in Video. 227-232 - Jocsan Ribeiro da Luz Ferreira, Leandro Henrique Furtado Pinto Silva, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari:
Evaluating Multiple Combinations of Models and Encoders to Segment Clouds in Satellite Images. 233-241 - Gibran Benitez-Garcia, Hiroki Takahashi:
FingerSeg: Highly-Efficient Dual-Resolution Architecture for Precise Finger-Level Semantic Segmentation. 242-251 - Georgy Perevozchikov, Egor I. Ershov:
Learning End-to-End Deep Learning Based Image Signal Processing Pipeline Using a Few-Shot Domain Adaptation. 255-263 - Maximilian Bundscherer, Thomas H. Schmitt, Tobias Bocklet:
Machine Learning in Industrial Quality Control of Glass Bottle Prints. 264-271 - Clemens Seibold, Anna Hilsmann, Peter Eisert:
Towards Better Morphed Face Images Without Ghosting Artifacts. 272-281 - Milena T. Bagdasarian, Peter Eisert, Anna Hilsmann:
Generative Texture Super-Resolution via Differential Rendering. 282-289 - Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler:
Teeth Localization and Lesion Segmentation in CBCT Images Using SpatialConfiguration-Net and U-Net. 290-297 - Leonardo de Melo Joao, Alexandre Xavier Falcão:
Iterative Saliency Enhancement over Superpixel Similarity. 298-308 - Kento Sekiya, Taiki Yano, Nobutaka Kimura, Kiyoto Ito:
Estimation of Package-Boundary Confidence for Object Recognition in Rainbow-SKU Depalletizing Automation. 309-316 - Martí Sánchez, Nerea Aranjuelo, Jon Ander Iñiguez de Gordoa, Pablo Alonso, Mikel García, Marcos Nieto, Mikel Labayen:
Calibration-Accuracy Measurement in Railway Overlapping Multi-Camera Systems. 317-324 - Mohamad Alansari, Hamad AlRemeithi, Bilal Hassan, Sara Alansari, Jorge Dias, Majid Khonji, Naoufel Werghi, Sajid Javed:
Vision-Perceptual Transformer Network for Semantic Scene Understanding. 325-332 - Samiha Mirza, Vuong D. Nguyen, Pranav Mantini, Shishir Shah:
Data Quality Aware Approaches for Addressing Model Drift of Semantic Segmentation Models. 333-341 - Nishitha Prakash, James Pope:
Privacy Preservation in Image Classification Using Seam Doppelganger. 342-349 - D. Scholte, T. T. G. Urselmann, Matthijs H. Zwemer, Egor Bondarev, Peter H. N. de With:
Automated Generation of Instance Segmentation Labels for Traffic Surveillance Models. 350-358 - Kacper Marciniak, Pawel Majewski, Jacek Reiner:
Estimation of the Inference Quality of Machine Learning Models for Cutting Tools Inspection. 359-366 - Luca Zedda, Andrea Loddo, Cecilia Di Ruberto:
SAMMI: Segment Anything Model for Malaria Identification. 367-374 - Regina Pohle-Fröhlich, Colin Gebler, Tobias Bolten:
Stereo-Event-Camera-Technique for Insect Monitoring. 375-384 - Leandro Stival, Ricardo da Silva Torres, Hélio Pedrini:
CAVC: Cosine Attention Video Colorization. 385-392 - Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis:
Efficient Posterior Sampling for Diverse Super-Resolution with Hierarchical VAE Prior. 393-400 - Gustavo Cunha Lacerda, Raimundo C. S. Vasconcelos:
Character Identification in Images Extracted from Portuguese Manuscript Historical Documents. 401-408 - Marcos Vinycius Soares de Sousa, Raimundo C. S. Vasconcelos:
Identifying Representative Images for Events Description Using Machine Learning. 409-416 - Alexandros Doumanoglou, Dimitrios Zarpalas, Kurt Driessens:
Concept Basis Extraction for Latent Space Interpretation of Image Classifiers. 417-424 - Olga Cherepkova, Seyed Ali Amirshahi, Marius Pedersen:
A Comparative Analysis of the Three-Alternative Forced Choice Method and the Slider-Based Method in Subjective Experiments: A Case Study on Contrast Preference Task. 425-435 - Lucas Massa, Tiago F. Vieira, Allan de M. Martins, Bruno Georgevich Ferreira:
Assessing the Performance of Autoencoders for Particle Density Estimation in Acoustofluidic Medium: A Visual Analysis Approach. 436-443 - Tianhao Bu, Michalis Lazarou, Tania Stathaki:
Image Edge Enhancement for Effective Image Classification. 444-451 - Tobias Bolten, Regina Pohle-Fröhlich, Klaus D. Tönnies:
Instance Segmentation of Event Camera Streams in Outdoor Monitoring Scenarios. 452-463 - Gerald Krell, Thilo Pionteck:
Large Filter Low-Level Processing by Edge TPU. 464-473 - Murilo Costa de Barros, Kauê Tartarotti Nepomuceno Duarte, Chia-Jui Hsu, Wang-Tso Lee, Marco António Garcia de Carvalho:
Comparing 3D Shape and Texture Descriptors Towards Tourette's Syndrome Prediction Using Pediatric Magnetic Resonance Imaging. 474-481 - Marie Pelissier-Combescure, Sylvie Chambon, Géraldine Morin:
Most Relevant Viewpoint of an Object: A View-Dependent 3D Saliency Approach. 482-491 - Sourav Samanta, Sanjay Chatterji, Sanjoy Pratihar:
Feature Selection Using Quantum Inspired Island Model Genetic Algorithm for Wheat Rust Disease Detection and Severity Estimation. 492-499 - Percy Maldonado Quispe, Hélio Pedrini:
XYZ Unsupervised Network: A Robust Image Dehazing Approach. 500-507 - Daniel Torres, Catalina Sbert, Joan Duran:
Combining Total Variation and Nonlocal Variational Models for Low-Light Image Enhancement. 508-515 - Vitor B. L. Fernandes, Adriano Barbosa-Silva, Danilo Cesar Pereira, Sérgio V. Cardoso, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral. 516-523 - Rafael H. de O. Carvalho, Adriano Barbosa-Silva, Alessandro Santana Martins, Sérgio V. Cardoso, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks. 524-531 - Nada Haj Messaoud, Rim Ayari, Asma Ben Abdallah, Mohamed Hedi Bedoui:
Automated Brain Lobe Segmentation and Feature Extraction from Multiple Sclerosis Lesions Using Deep Learning. 532-540 - Eric L. Wisotzky, Lara Wallburg, Anna Hilsmann, Peter Eisert, Thomas Wittenberg, Stephan Göb:
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures. 541-550 - Frank W. Hammond, Catalina Sbert, Joan Duran:
Two Nonlocal Variational Models for Retinex Image Decomposition. 551-558 - Antonie Brozová, Václav Smídl:
Avoiding Undesirable Solutions of Deep Blind Image Deconvolution. 559-566 - Angelos Kanlis, Vazgken Vanian, Sotiris Karvarsamis, Ioanna Gkika, Konstantinos Konstantoudakis, Dimitrios Zarpalas:
SynthRSF: A Novel Photorealistic Synthetic Dataset for Adverse Weather Condition Denoising. 567-574 - Mohamed Ramzy Ibrahim, Robert Benavente, Daniel Ponsa, Felipe Lumbreras:
SWViT-RRDB: Shifted Window Vision Transformer Integrating Residual in Residual Dense Block for Remote Sensing Super-Resolution. 575-582 - Muhammad Asif Khan, Hamid Menouar, Ridha Hamila:
Curriculum for Crowd Counting: Is It Worthy? 583-590 - Victor Bogdan, Cosmin Bonchis, Ciprian Orhei:
An Image Sharpening Technique Based on Dilated Filters and 2D-DWT Image Fusion. 591-598 - Takaoki Ueda, Ryo Kawahara, Takahiro Okabe:
Learning Projection Patterns for Direct-Global Separation. 599-606 - Toshiki Hirao, Ryo Kawahara, Takahiro Okabe:
Using Extended Light Sources for Relighting from a Small Number of Images. 607-615 - Morteza Moradi, Simone Palazzo, Concetto Spampinato:
Transformer-Based Video Saliency Prediction with High Temporal Dimension Decoding. 616-623 - Juliana da Costa Feitosa, Mateus Roder, João Paulo Papa, José Remo Ferreira Brega:
Influence of Pixel Perturbation on eXplainable Artificial Intelligence Methods. 624-631 - Zainab Ouardirhi, Otmane Amel, Mostapha Zbakh, Sidi Ahmed Mahmoudi:
FuDensityNet: Fusion-Based Density-Enhanced Network for Occlusion Handling. 632-639 - Luigi Celona, Gianluigi Ciocca, Raimondo Schettini:
On the Use of Visual Transformer for Image Complexity Assessment. 640-647 - Mateus Roder, Leandro Aparecido Passos, Clayton R. Pereira, João Paulo Papa, Altanir Flores de Mello Junior, Marcelo Fagundes de Rezende, Yaro Moisés Parizek Silva, Alexandre Campane Vidal:
Convolutional Neural Networks and Image Patches for Lithological Classification of Brazilian Pre-Salt Rocks. 648-655 - Zsombor Páncsics, Nelli Nyisztor, Tekla Tóth, Imre Benedek Juhász, Gergely Treplán, Levente Hajder:
Error Analysis of Aerial Image-Based Relative Object Position Estimation. 656-663 - Rogerio C. Hart, Aura Conci:
A Computer Vision Approach to Compute Bubble Flow of Offshore Wells. 664-671 - Marina Ljubenovic, Mário A. T. Figueiredo, Arianna Traviglia:
Blind Deblurring of THz Time-Domain Images Based on Low-Rank Representation. 672-679 - Yingna Su, Xinnian Guo, Yang Shen:
Camera Self-Calibration from Two Views with a Common Direction. 680-685 - Ivan Jarsky, Valeria Efimova, Artyom Chebykin, Viacheslav Shalamov, Andrey Filchenkov:
Neural Style Transfer for Vector Graphics. 686-693 - Jakub Stankowski, Adrian Dziembowski:
Fast and Reliable Inpainting for Real-Time Immersive Video Rendering. 694-702 - Emerson Vilar de Oliveira, Dunfrey Pires Aragão, Luiz Marcos Garcia Gonçalves:
ELSA: Expanded Latent Space Autoencoder for Image Feature Extraction and Classification. 703-710 - Jordan Salas Cuno, Arthur Andrade Bezerra, Aura Conci, Luiz M. G. Gonçalves:
On Granularity Variation of Air Quality Index Vizualization from Sentinel-5. 711-720 - Seitaro Ono, Yuka Ogino, Takahiro Toizumi, Atsushi Ito, Masato Tsukada:
Improving Low-Light Image Recognition Performance Based on Image-Adaptive Learnable Module. 721-728 - Richárd Rádli, Zsolt Vörösházi, László Czúni:
Word and Image Embeddings in Pill Recognition. 729-736 - Kazuhisa Yanaka, Sota Mihara:
Optical Illusion in Which Line Segments Continue to Grow or Shrink by Displaying Two Images Alternately. 737-740 - David Jurado-Rodríguez, Alfonso López, Juan-Roberto Jiménez, Antonio Garrido, Francisco R. Feito, Juan Manuel Jurado:
SAM-Based Detection of Structural Anomalies in 3D Models for Preserving Cultural Heritage. 741-748 - Stefan Pócos, Iveta Becková, Igor Farkas:
RecViT: Enhancing Vision Transformer with Top-Down Information Flow. 749-756 - Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache:
A Learning Paradigm for Interpretable Gradients. 757-764 - Patricia L. Suárez, Ángel D. Sappa:
A Generative Model for Guided Thermal Image Super-Resolution. 765-771 - Aigo Ohno, Fumihiko Sakaue, Jun Sato:
Analysis of Scattering Media by High-Frequency Polarized Light Projection Using Polarizing Projector. 772-778 - Yoshiki Ono, Fumihiko Sakaue, Jun Sato:
Probabilistic NeRF for 3D Shape Recovery in Scattered Medium. 779-785 - Masato Hirose, Fumihiko Sakaue, Jun Sato:
Dense Light Field Imaging with Mixed Focus Camera. 786-791 - Gleidson Vinicius Gomes Barbosa, Larissa Ferreira Rodrigues Moreira, Pedro Moises de Sousa, Rodrigo Moreira, André Ricardo Backes:
Optimization and Learning Rate Influence on Breast Cancer Image Classification. 792-799 - Jarbas Joaci de Mesquita Sá Junior, André Ricardo Backes:
Colorectal Image Classification Using Randomized Neural Network Descriptors. 800-805 - Muhammad Asif Khan, Hamid Menouar, Ridha Hamila:
Multimodal Crowd Counting with Pix2Pix GANs. 806-813 - Sartaj Ahmed Salman, Ali Zakir, Hiroki Takahashi:
Deformable Pose Network: A Multi-Stage Deformable Convolutional Network for 2D Hand Pose Estimation. 814-821 - Alexandre de Carvalho Araújo, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Geraldo Braz Júnior:
Selection of Backbone for Feature Extraction with U-Net in Pancreas Segmentation. 822-829 - Muktabh Mayank Srivastava:
RetailKLIP: Finetuning OpenCLIP Backbone Using Metric Learning on a Single GPU for Zero-Shot Retail Product Image Classification. 830-834
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