Table of Contents

• The Flow of Creation: A Tour of Flow Matching for VisualsManolo Canales Cuba, Vinícius do Carmo Melício, João Paulo Gois. 1-6 [doi]
• Towards Zero-Shot Document Image ClassificationLucas Macedo, João Paulo Costa, João Pedro Felix de Almeida, Pedro Garcia Freitas, Li Weigang 0001. 1-6 [doi]
• A Comparative Study on Few-Shot Learning for Retinal Disease ClassificationVictor Nascimento Ribeiro, Fernando G. Lima, Rodrigo de C. Michelassi, Carlos A. M. Rabelo, Nina S. T. Hirata. 1-6 [doi]
• Longitudinal White Matter Hyperintensity Segmentation with LSTM-Enhanced U-NetKauê T. N. Duarte, Murilo Costa De Barros, Abhijot S. Sidhu, David G. Gobbi, Cheryl R. McCreary, Feryal Saad, Eric E. Smith, Mariana P. Bento, Richard Frayne. 1-6 [doi]
• Performance Assessment of Optical and SAR Imagery for Superpixel-Based Deforestation Mapping in the ForestEyes ProjectVinícius D'Lucas B. e Queiroz, Hugo Resende, Fábio Augusto Faria, Alvaro Luiz Fazenda 0001. 1-6 [doi]
• Lightweight Hybrid Ensemble for Ameloblastoma and Ameloblastic Carcinoma ClassificationDomingos Lucas Latorre de Oliveira, Hanna B. C. M. F. de Castro, Thaína A. A. Tosta, Leandro Alves Neves, Pedro Almir Martins de Oliveira, Paulo R. de Fariall, Marcelo Zanchetta do Nascimento. 1-6 [doi]
• A Multi-Scale Diffusion Method for Chromatic Adaptation and Halo Artifact SuppressionFabián Concha Sifuentes, Edward Cayllahua Cahuina, Rensso Mora Colque. 1-6 [doi]
• When Text and Image Meet Face Emotion Retrieval: Benchmark and a Variegated DatasetFillipe Andrade, Rui Carigé, Arthur Schineider, Luciano Oliveira. 1-6 [doi]
• Sonar Image Datasets: A Comprehensive Survey of Resources, Challenges, and ApplicationsLarissa S. Gomes, Gustavo Pereira de Almeida, Bryan Umpierre Moreira, Marco Quiroz, Breno Xavier, Lucas Soares, Stephanie Loi Brião, Felipe G. Oliveira, Paulo L. J. Drews-Jr. 1-6 [doi]
• A U-Net-Based Approach for Histological Tissue Segmentation Using RCAug Data AugmentationDomingos Lucas Latorre de Oliveira, Thaína A. A. Tosta, Leandro Alves Neves, Adriano Barbosa-Silva, Alessandro Santana Martins, Paulo R. de Fariall, Marcelo Zanchetta do Nascimento. 1-6 [doi]
• A Novel Method for Detecting 3D Steel Structures in As-Built Point CloudsRogério Pinheiro de Souza, Jan Hurtado, César A. Sierra Franco, Romeu Oliveira, Alberto Raposo 0001. 1-6 [doi]
• AquaFeat: A Features-Based Image Enhancement Model for Underwater Object DetectionEmanuel C. Silva, Tatiana Taís Schein, Stephanie Loi Brião, Guilherme L. M. Costa, Felipe G. Oliveira, Gustavo Pereira de Almeida, Eduardo Lawson Da Silva, Sam S. Devincenzi, Karina S. Machado, Paulo Lilles Drews Jr.. 1-6 [doi]
• Toward Linear Representations of Foundation Models for Histopathology Image RetrievalMatheus Santos, Igor Borja, David Lima, Grinaldo Oliveira, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira. 1-6 [doi]
• PavicHDR: An Efficient Architecture for HDR Image Reconstruction Based on CNN and Attention MechanismsJosue Lopez-Cabrejos, Quefren Leher, Gustavo Ferreti, Lucas Hildelbrano Costa Carvalho, Thuanne Paixão, Ana Beatriz Alvarez, Diodomiro Baldomero Luque. 1-6 [doi]
• Data Augmentation Improves Machine UnlearningAndreza M. C. Falcao, Filipe R. Cordeiro. 1-2 [doi]
• A Study of Synthetic and Cross-Domain Real-Data Pre-Training for Aerial Farm MonitoringJuliana Quintiliano Ferreira, Lucas Silva, Antônio Gomes, Larissa Rodrigues, Thiago L. Gomes, Michel Melo Silva. 1-6 [doi]
• GLOF-Vulnerability Identification Based on Automatic Method for Mapping Glacial Lakes in Cordillera Blanca (Peru)Nury Arosquipa, R. Hirata. 1-6 [doi]
• SkimCap: A Transformer-Based Video Captioning Method with Adaptive Attention and Hierarchical Skimming FeaturesLeonardo Vilela Cardoso, Bernardo P. B. V. da C. Azevedo, Silvio Jamil Ferzoli Guimarães, Zenilton Kleber Gonçalves do Patrocínio Jr.. 1-6 [doi]
• Graph Convolutional Networks Based on Aggregated Multilevel kNN Graph for Image ClassificationGustavo Rosseto Leticio, Vinicius Atsushi Sato Kawai, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette. 1-6 [doi]
• VideoFakeD: Video-Based Deepfake DetectionIgor L. O. Bastos, Anderson R. Rocha 0001, William Robson Schwartz. 1-6 [doi]
• Facial Animation with GANs: Enhancing Temporal Coherence in Emotion SynthesisDiego Addan Gonçalves, Eduardo Todt. 1-6 [doi]
• E-MLNet: Enhanced Mutual Learning for Universal Domain Adaptation with Sample-Specific WeightingSamuel Felipe dos Santos, Tiago Agostinho de Almeida, Jurandy Almeida. 1-6 [doi]
• Small Object Detection in Drone Captured Images for Maritime SurveillanceAlexandre Reeberg de Mello, Murilo M. Ozol, Bruno Mingoti, Leonardo Colussi, Kaique V. C. Souza, João P. R. Storer, Carlos Duek, Filipe A N. Verri. 1-6 [doi]
• DualMatch: A Dual EMA Teacher for Underwater Semi-Supervised Pipeline SegmentationEduardo Lawson Da Silva, Tatiana Taís Schein, Stephanie Loi Brião, Gabriel L. Anastacio, Felipe G. Oliveira, Paulo L. J. Drews-Jr. 1-6 [doi]
• PD-Loss: Proxy-Decidability for Efficient Metric LearningPedro H. L. Silva, Guilherme A. L. Silva, Pablo Coelho, Vander Freitas, Gladston Moreira, David Menotti, Eduardo Luz 0001. 1-6 [doi]
• Quantitative Analysis of Visual XAI for Multiclass DeepFake Detection Based on CNNLeandro Santiago de Araújo, Flávio Luiz Seixas, Adriano Lima e Souza, Laura Tissi Tracierra Rezende, Hugo Coutinho Dutra, Miguel D. de S. Wanderley, Italo Antonio Duarte de Oliveira. 1-6 [doi]
• Open-Set Spatiotemporal Segmentation for Phenological Novelty DetectionCristiano N. Rodrigues, Frederico G. Guimarães, Jefersson A. dos Santos. 1-5 [doi]
• Automated Synthetic Data for Computer Vision: Blender-COCO Pipeline Enhancing Yolov8Victor Roza Souza, Djonathan Caua Fritzen Christ, Igor Scaliante Wiese, Thiago França Naves, Telma Woerle de Lima Soares, Anderson da Silva Soares, Luciana de Oliverira Berretta. 1-6 [doi]
• Fortifying Reversible Face Anonymization: A Secure Image Embedding Loss to Prevent Identity LeakageLuiz Eduardo Coelho Lima, William Robson Schwartz. 1-6 [doi]
• Density-Guided Rank Correlation Graphs for Graph Convolutional Networks in Image ClassificationGabriel Maia Brito, Lucas Pascotti Valem. 1-6 [doi]
• Tiny Titans: Efficient Large Vision, Language and Multimodal Models Through PruningCarolina Tavares, Leandro Giusti Mugnaini, Gustavo Henrique do Nascimento, Ian Pons, Keith Ogawa, Guilherme Stern, Lucas Libanio, Aline Paes, Anna Helena Reali Costa, Artur Jordão. 1-6 [doi]
• Dynamic Model Weighting via Stacking-Meta Learning for Multi-Class ClassificationAgostinho Freire, João V. R. de Andrade, Bruno J. T. Fernandes, Leandro H. de S. Silva, Gabriel Albuquerque, Mário Guerra, Igor Balbino, Monique Suellen Tomaz, João Fausto L. de Oliveira. 1-6 [doi]
• Visualizing Communities in Dynamic Multivariate NetworksKaren Larkina, Oksana Holomsha, Lucas Lemos, Amilcar Soares, Rafael Messias Martins, Andreas Kerren, Vinicius R. P. Borges, Célia G. Ralha, Jean R. Ponciano, Claudio D. G. Linhares. 1-6 [doi]
• A Deep Learning Framework for Pulmonary Disease Classification Using Volume-Rendered CTsNoemí Maritza Lapa Romero, Ricco Vasconcellos, Mariana Recamonde Mendoza, João Luiz Dihl Comba. 1-6 [doi]
• Getting Started with Semantic Segmentation in PyTorch Using SMPJoão Fernando Mari, Leandro Henrique Furtado Pinto Silva, Maurício Cunha Escarpinati, André Ricardo Backes. 1-6 [doi]
• Generating Urban Forest Datasets from Satellite Imagery: Application to the City of São PauloNormando Amazonas, Rogério Galante Negri, Luis Gustavo Nonato. 1-6 [doi]
• Advancing Annotat3D with Harpia: A CUDA-Accelerated Library for Large-Scale Volumetric Data SegmentationCamila Machado de Araujo, Egon P. B. S. Borges, Ricardo Marcelo Canteiro Grangeiro, Allan Pinto. 1-6 [doi]
• A Curvature-Based Adaptive UMAP for Manifold Learning in Clustering and ClassificationGustavo Henrique Chavari, Alexandre Luis Magalhaes Levada. 1-6 [doi]
• Exploring the Use of Synthetic Data to Improve Pedestrian Detection in CNNRubens Montanha, Soraia Raupp Musse. 1-6 [doi]
• Does Isotropy Improve 3D Deep Learning Segmentation? A Comparative Study on Cardiac MRIMatheus Alberto de Oliveira Ribeiro, Marco A. Gutierrez 0001, Fátima L. S. Nunes. 1-6 [doi]
• Exploring Light-Weight Object Recognition for Real-Time Document DetectionLucas Wojcik, Luiz Coelho, Roger Granada, David Menotti. 1-6 [doi]
• Regularization for Inverse Problems and Machine Learning: A TutorialRoberto Gutierrez Beraldo, Leonardo Alves Ferreira, Ricardo Suyama. 1-6 [doi]
• U-Net + Transformer Encoder and Lora Adaptation for Rural Sheep SegmentationJúlio Vitor Monteiro Marques, Willians S. Santos, Anthony I. M. Luz, Rafael L. Araújo, Alcilene Dalília Sousa, Jose L. R. Sarmento, Romuere R. V. Silva. 1-6 [doi]
• LPLC: A Dataset for License Plate Legibility ClassificationLucas Wojcik, Gabriel E. Lima, Valfride Nascimento, Eduil Nascimento Jr., Rayson Laroca, David Menotti. 1-6 [doi]
• Deepfake Detection with GenConViT and DeepfakeBenchmark: A Comparative Study on the Deepspeak DatasetMatheus Martins Batista, Isabela Neves Drummond, Bruno Guazzelli Batista. 1-6 [doi]
• Enhancing Distilled Datasets Via Natural Data MixingIan Pons, Guilherme B. Stern, Anna Helena Reali Costa, Artur Jordão. 1-6 [doi]
• RuleText-AD: Logical Anomaly Detection via Textual Rule Engines Generated by MLLMsLeandro Souza da Silva, Mauricio Schiezaro, Diulhio Oliveira. 1-6 [doi]
• ZEDD-G: ZEro-Shot Diffusion-Based Data Generation for Improving Classification TasksJosé Dirceu G. Ramos, Tatiana Taís Schein, Stephanie Loi Brião, Felipe G. Oliveira, Paulo L. J. Drews-Jr. 1-6 [doi]
• From Volume Rendering to 3D Gaussian Splatting: Theory and ApplicationsVitor Pereira Matias, Daniel Perazzo, Vinícius da Silva, Alberto Barbosa Raposo, Luiz Velho 0001, Afonso Paiva 0001, Tiago Novello. 1-6 [doi]
• Graph-Based Indexing for Fingerprint Identification SystemsJoão Contreras, André Nóbrega, Pascual Figueroa, Alexandre X. Falcão. 1-6 [doi]
• BeSIM: A Benchmark for Evaluating the Interpretation of Social Interactions in Brazil Using Multimodal Large Language ModelsMateus Souza Falcão, Francisco Paulo Magalhaes Simões, Vitória Sofia Vieira dos Santos. 1-6 [doi]
• An Iterative Approach to Determine the Lower Bound of Depth Resolution in Stereo Vision SystemsGuilherme Toledo, Lorenzo Carrera de Oliveira, Eanes Torres Pereira. 1-5 [doi]
• Uncertainty-Aware Chemical Analyses via Monte Carlo Deep Model InferenceLeandro Pereira Bernardo, Andre Luiz da S. Pereira, David Neves Dias, Helida Vieira, Renato Malbar, Aline Machado de Azevedo Novaes, Rafaella Magliano Balbi de Faria, Rogerio Mesquita de Carvalho, Maria Luisa Aleixo Gonçalves, Ana Mehl, Leandro A. F. Fernandes. 1-6 [doi]
• Visual Similarity Search of Cattle Brands Using Deep Learning on Binary RepresentationsMarcos Vinicius S. Medeiros, Leandra A. Soares, Edmundo Hoyle, Aldo A. Díaz-Salazar. 1-6 [doi]
• Exploring Urban Factors with Autoencoders: Relationship Between Static and Dynamic FeaturesXimena Pocco, Waqar Hassan, Karelia Salinas, Vladimir Molchanov, Luis Gustavo Nonato. 1-6 [doi]
• ResUNet: A Lightweight Residual U-Net for Scalable Fingerprint EnhancementAndré Nóbrega, João Contreras, Pascual Figueroa, Alexandre X. Falcão. 1-6 [doi]
• Isolating Vocalizations Beats Denoising: Spectrogram Granularity and Preprocessing in Ecoacoustic ClassificationGustavo L. Lopes, Moacir A. Ponti, Maria Cristina Ferreira de Oliveira. 1-6 [doi]
• Message from the General ChairIngrid Winkler. 1-2 [doi]
• Mobile Solution for Alkalinity Estimation from Colorimetric Analysis via CNNsAndre Luiz da S. Pereira, Gustavo L. Silva, Leandro P. Bernardo, Luca M. Mendonça, Paulo H. B. Lopes, Raphael dos S. Evangelista, Caroline dos S. Silva, Helida Vieira, Mariana Dias, Renata Recker, Renato Malbar, Bruna N. Teixeira, Thiago G. Correia, Aline Machado de Azevedo Novaes, Rafaella Magliano Balbi de Faria, Rogerio Mesquita de Carvalho, Helena C. G. Leitão, Rossana Mara S. M. Thiré, Maria Luisa A. Gonçalves, Ana Mehl, Marco Antonio Gomes Teixeira, Leandro A. F. Fernandes. 1-6 [doi]
• Saliency-Guided Model with Cross and Channel Attention for Few-Shot Semantic SegmentationMatheus Eduardo dos Santos, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio. 1-6 [doi]
• MeshSeg: 3D Mesh Segmentation Through Color Clustering for Controllable Texture EditingCaetano Müller, Gustavo Lopes Tamiosso, Lucas Spagnolo Bombana, Manuel M. Oliveira. 1-6 [doi]
• Real-Time Monitoring and Historical Analysis of Rainfall and its Impacts on Urban AreasFábio Victorino da Cruz, Fabio Miranda 0001, Aline Paes, Daniel de Oliveira 0001, Marcos Lage. 1-6 [doi]
• A Deformable Convolutional Neural Network with Dual Attention for Multi-Exposure HDR ReconstructionQuefren Leher, Josue Lopez-Cabrejos, Gustavo Ferreti, Lucas Hildelbrano Costa Carvalho, Ana Gabriela Alvarez, Thuanne Paixão, Ana Beatriz Alvarez, Facundo Palomino-Quispe. 1-6 [doi]
• Diversity-Informed Fusion for Sclerotinia Sclerotiorum and White Mold DetectionRubens de Castro Pereira, Díbio Leandro Borges, Murillo Lobo, Ricardo da Silva Torres, Hélio Pedrini. 1-6 [doi]
• Optimizing Image Identification: Discriminative Keypoint Detection with Equivariant CNN and SSIM-Based Triplet LossWagner Luiz Oliveira dos Santos, Lizeth J. Fuentes Perez, Esteban W. G. Clua, Renato Pajarola, Anselmo Antunes Montenegro. 1-6 [doi]
• Simultaneous Learning Loss for Improved Cross-Domain Knowledge TransferPedro Henrique Nascimento Castro, Pedro H. L. Silva, David Menotti, Gladston Moreira, Eduardo Luz 0001. 1-6 [doi]
• Detection and Segmentation of Dental Features from Tomographic Images for Age EstimationAlexandre Vieira Pereira Pacelli, Davi Magalhães Pereira, William José Lopes Junior, Saulo Moraes Villela, Heder Soares Bernardino, Karina Lopes Devito, Marcelo Bernardes Vieira. 1-6 [doi]
• Unified-Copycat: Unifying Heterogeneous Classifiers Using Non Problem Domain DataGabriel Braga Ladislau, Jhonatan Machado Leão, Marlon Moratti do Amaral, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos. 1-6 [doi]
• Baking Reflections with 3D Gaussian Splatting in Real Time Ray-Tracing RenderingAlan Lenk, Anselmo Antunes, Horácio Macêdo, Esteban Clua. 1-6 [doi]
• Interactive Exploration and Explanation of Spatio-Temporal Anomalies with Graph-LLM IntegrationJuanpablo Heredia, Leighton Estrada-Rayme, Jeremy Matos-Cangalaya, Jorge Poco. 1-6 [doi]
• Symmetry Shape AnalysisIvan Sipiran. 1-6 [doi]
• Rank-Based Unsupervised Similarity Learning: Framework and ApplicationsItalo De Matos Saldanha, Vinicius Atsushi Sato Kawai, Bionda Rozin, Gustavo Rosseto Leticio, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette. 1-6 [doi]
• OCEG: an Interactive Visualization System for Classifier Ensemble GenerationMauro Diaz, Guillermo Cámara Chávez, Erick Gomez Nieto. 1-6 [doi]
• A Deep Metric Learning Approach for Content Based Image Retrieval in Rock Tomography: A Triplet Loss StudyAnderson Silva, Marcos Farias, João Souza, Daniel Pinto, Filipe Correa Belfort, Mario Freitas, Alexandre Cristian Araújo, Alexandre Pessoa, Aristófanes Corrêa Silva, Andrey Rodrigues, Marcelo Albuquerque. 1-6 [doi]
• Flowcheck: A Discrete Flow Matching Approach for Generating Chess ConfigurationsVincíus do Carmo Melcío, Manolo Canales Cuba, Charles Morphy D. Santos, João Paulo Gois. 1-6 [doi]
• Quo Vadis Pathology? Advancing Glomerular Lesion Classification with Foundation ModelsDavid Lima, Grinaldo Oliveira, Angelo Amâncio Duarte, Washington L. C. dos-Santos, Luciano Oliveira. 1-6 [doi]
• Controllable Low-Light Image Enhancement with Restoration Level EstimatorGabriel Tadiello, Bernardo Henz, Manuel M. Oliveira. 1-6 [doi]
• Memory-Augmented Long Short-Term Memory for Dynamic Video SummarizationLeonardo Vilela Cardoso, Barbara H. P. Soraggi, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio. 1-6 [doi]
• Hierarchical Vision Transformer Using Shifted Windows for Skeleton-Based Action RecognitionLuiz Carlos Cosmi Filho, Jorge Leonid Aching Samatelo, Raquel Frizera Vassallo. 1-6 [doi]
• A Parameter Estimation-Inspired Convolutional Block for SAR DataCassandra Goldberg, Jeová Farias Sales Rocha Neto. 1-5 [doi]
• Creating an Annotated Image Dataset for Wood Vessel SegmentationGustavo Chagas Andrade, Fábio Augusto Faria, Sergio Ronaldo Barros dos Santos. 1-6 [doi]
• Adapting Synthetic Eyes: A Study of Pixel and Feature-Level UDA for Traffic Object DetectionAndré N. Medeiros, Renato Moraes Silva, Jurandy Almeida, Tiago A. Almeida 0001. 1-6 [doi]
• Curriculum-Based Meta-Pseudo-Labeling on 2D Projections for Active Semi-Supervised LearningDavid Aparco-Cardenas, Jancarlo F. Gomes, Alexandre X. Falcão, Pedro J. de Rezende. 1-6 [doi]
• Strategies for Deep Learning in Volumetric Medical Imaging: A SurveyJoão Vitor S. de Oliveira, Danilo F. Vieira, Mateus P. da Silva, Daniel L. Fernandes, Marcos H. F. Ribeiro, Hugo N. Oliveira. 1-6 [doi]
• MineTracker: Visual Analytics for Spatiotemporal Analysis of Mining Areas in the Brazilian AmazonAna Luiza Nunes, Mauro Diaz, Jorge Poco. 1-6 [doi]
• PSHDR: HDR Image Reconstruction from a Single-Exposure LDR Using Residual FeaturesLucas Hildelbrano Costa Carvalho, Quefren Leher, Josue Lopez-Cabrejos, Gustavo Ferreti, Ana Beatriz Alvarez, Thuanne Paixão, Olacir Rodrigues Castro Junior. 1-6 [doi]
• Circle-Based Object Counting Using Image AnalysisAltair Felipe Peiter, Bernardo Paul Lorenzoni Ávila, Leonardo Ramos Emmendorfer, Lucas Both Steinmetz Ribeiro. 1-6 [doi]
• Deep Learning for Protoplanetary Disk Classification from Hubble Images: A Comparative Study on Imbalanced DataMarília M. Fernandez, Alexandre L. M. Levada, Pedro H. Bugatti. 1-6 [doi]
• Semi-Supervised Image Retrieval Through Particle Competition and Cooperation Combined with Manifold LearningVinicius Atsushi Sato Kawai, Gustavo Rosseto Leticio, Daniel Carlos Guimarães Pedronette. 1-6 [doi]