Accepted Papers
Full Papers
Paper ID | Paper Title | Author Names | | Poster | Pitch | Citation |
|---|---|---|---|---|---|---|
| 4 | An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Manuscripts Representation Learning Vision applications and systems Poster | Dayvid Castro; Cleber Zanchettin; Byron L D Bezerra |  |  |  | Castro, D. et al., (2024). An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Manuscripts [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406171 |
| 6 | Enhancing Image Classification Robustness through Adversarial Sampling with Delta Data Augmentation (DDA) Adversarial attack and defense Representation learning Poster | Ivan Reyes-Amezcua; Gilberto Ochoa-Ruiz; Andres Mendez-Vazquez | | | | Reyes-Amezcua, I. et al., (2024). Enhancing Image Classification Robustness through Adversarial Sampling with Delta Data Augmentation (DDA) [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Ivan_ReyesAmezcua.pdf |
| 19 | ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos Video: Action and event understanding Biometrics Poster | Maria Luisa Lima; Willams Costa; Estefania Talavera; Veronica Teichrieb | | | | Costa, W. et al., (2024). ST-Gait++: Leveraging spatio-temporal convolutions for gait-based emotion recognition on videos [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Willams_Costa.pdf |
| 21 | High-Resolution Detection of Earth Structural Heterogeneities from Seismic Amplitudes using Convolutional Neural Networks with Attention layers Transfer/ low-shot/ continual/ long-tail learning Vision applications and systems Poster | Luiz Schirmer; Guilherme G Schardong; Vinícius D da Silva; Hélio Lopes; Rogerio de Araujo Santos | | | | Schirmer, L. et al., (2024). High-Resolution Detection of Earth Structural Heterogeneities from Seismic Amplitudes using Convolutional Neural Networks with Attention layers [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406176 |
| 23 | The Myth of the Pyramid Transfer/ low-shot/ continual/ long-tail learning Vision applications and systems Poster | Ramon Izquierdo Cordova; Walterio Mayol-Cuevas | | | | Izquierdo Cordova, R. et al., (2024). The Myth of the Pyramid [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406177 |
| 24 | Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imagery Image and video synthesis and generation Scene analysis and understanding Poster | Fabian Perez; Hoover Rueda-Chacón | | | | Perez, F. et al., (2024). Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imagery [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406178 |
Extended Abstracts
Paper ID | Paper Title | Author Names | | Poster | Citation |
|---|---|---|---|---|---|
| 27 | Attention Modules Improve Efficient Anomaly Localization for Industrial Inspection in the Wild Transfer/ low-shot/ continual/ long-tail learning Datasets and evaluation Poster | André Luiz B Vieira e Silva; Felipe M Battisti; Veronica Teichrieb; Francisco Paulo Magalhães Simões | | | Vieira e Silva, A. L. B. et al., (2024). Attention Modules Improve Efficient Anomaly Localization for Industrial Inspection in the Wild [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Andre_Vieira.pdf |
| 30 | DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling 3D from single images Representation learning Poster | Miguel Fainstein; Viviana Siless; Emmanuel Iarussi | | | Fainstein, M. et al., (2024). DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406172 |
| 34 | Neural Implicit Morphing of Faces Image and video synthesis and generation Biometrics Poster | Guilherme G Schardong; Tiago Novello; Hallison O Paz; Iurii Medvedev; Vinícius da Silva; Luiz Velho; Nuno Gonçalves | | | Schardong, G. G. et al., (2024). Neural Implicit Morphing of Faces [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Guilherme_Schardong.pdf |
| 38 | Learning to Describe Scenes via Privacy-aware Optical Lens Explainable computer vision Transparency, fairness, accountability, privacy and ethics in vision Poster | Paula Arguello Gutierrez; Jhon E Lopez; Karen Sánchez; Carlos Hinojosa; Hoover Rueda-Chacón; Henry Arguello | | | Arguello Gutierrez, P. et al., (2024). Learning to Describe Scenes via Privacy-aware Optical Lens [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Paula_Arguello.pdf |
| 41 | Enhancing Continual Learning in Diabetic Retinopathy: Multimodal Zero-shot Clustering and Strategic Experience Replay Machine Learning Medical and biological vision, cell microscopy Poster | Gusseppe Bravo-Rocca; Peini Liu; Jordi Guitart; Ajay Dholakia; David D Ellison; Rodrigo M Carrillo-Larco | | | Bravo-Rocca, G. et al., (2024). Enhancing Continual Learning in Diabetic Retinopathy: Multimodal Zero-shot Clustering and Strategic Experience Replay [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Gusseppe_Bravo-Rocca.pdf |
| 43 | RetryTRACK: Recovering Misses in Multi-camera Pedestrian Tracking 3D from multi-view and sensors Video: Action and event understanding Poster | Isabella F de Andrade; Joao Lima; Veronica Teichrieb | | | de Andrade, I. F. et al., (2024). RetryTRACK: Recovering Misses in Multi-camera Pedestrian Tracking [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406173 |
| 46 | Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning Image and video synthesis and generation Representation learning Poster | Rafael T Elberg; Denis Parra; Mircea Petrache | | | Elberg, R. T. et al., (2024). Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406174 |
| 54 | Hallucinating RGB Modality for Person Detection Through Privileged Information Representation Learning Transfer/ low-shot/ continual/ long-tail learning Poster | Heitor Rapela Medeiros; Fidel A Guerrero Pena; Masih Aminbeidokhti; Eric Granger; Marco Pedersoli | | | Medeiros, H. P. et al., (2024). Hallucinating RGB Modality for Person Detection Through Privileged Information [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Heitor_Medeiros.pdf |
| 55 | On the Robustness of Large Multimodal Models Against Image Adversarial Attacks Adversarial attack and defense Vision, language, and reasoning Poster | Alejandro Aparcedo | | | Aparcedo, A., (2024). On the Robustness of Large Multimodal Models Against Image Adversarial Attacks [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Alejandro_Aparcedo.pdf |
| 56 | Triplanar CNN Approach for Hippocampus Segmentation and Depression Classification Vision applications and systems Datasets and evaluation Poster | Andrea C Salazar Zozaya; Jose A. Cantoral-Ceballos; Ricardo Caraza | | | Salazar Zozaya, A. C. et al., (2024). Triplanar CNN Approach for Hippocampus Segmentation and Depression Classification [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Andrea_Salazar.pdf |
| 62 | A semi-supervised Teacher-Student framework for surgical tool detection and localization Recognition: Categorization, detection, retrieval Medical and biological vision, cell microscopy Poster | Carlos Alfredo Aparicio; Mansoor Ali Teevno; Gilberto Ochoa-Ruiz; Sharib Ali | | | Aparicio, C. A. et al., (2024). A semi-supervised Teacher-Student framework for surgical tool detection and localization [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Carlos_Aparicio.pdf |
| 63 | Exploring CNNs and information aggregation models to improve pulmonary X-ray segmentation Representation learning Medical and biological vision, cell microscopy Poster | Antonio Nadal-Martinez; Lidia Talavera-Martínez; Marc Munar; Manuel González-Hidalgo | | | Talavera-Martínez, L. et al., (2024). Exploring CNNs and information aggregation models to improve pulmonary X-ray segmentation [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://doi.org/10.52591/lxai202406175 |
| 65 | MaSA-UNet: Manhattan Self-Attention UNet with Weighted Composed Loss for Skin Lesion Segmentation Medical and biological vision, cell microscopy Machine learning Poster | Abel A Reyes-Angulo; Sidike Paheding | | | Reyes-Angulo, A. A. et al., (2024). MaSA-UNet: Manhattan Self-Attention UNet with Weighted Composed Loss for Skin Lesion Segmentation [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Abel_Reyes-Angulo.pdf |
| 68 | VWise: A novel benchmark for evaluating scene classification for vehicular applications Datasets and evaluation Vision applications and systems Poster | Pedro A Oliveira; Emanuella Freitas; Gabriel Coelho; Willams Costa; João Teixeira; Valter Ferreira; Roberto Jones; Veronica Teichrieb | | | Costa, W. et al., (2024). VWise: A novel benchmark for evaluating scene classification for vehicular applications [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. https://research.latinxinai.org/papers/cvpr/2024/pdf/Willams_Costa.pdf |
| 28 | Probabilistic Intersection-over-Union for Training and Evaluation of Oriented Object Detectors 3D from single images Recognition: Categorization, detection, retrieval Poster | Jeffri Murrugarra Llerena; Lucas N Kirsten; Luis F. A. Zeni; Claudio R Jung | | | Murrugarra Llerena, J. et al., (2024). Probabilistic Intersection-over-Union for Training and Evaluation of Oriented Object Detectors [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. -- |
| 7 | Privacy-preserving Optics for Enhancing Protection in Face De-identification Explainable computer vision Biometrics Poster | Jhon E Lopez; Carlos Hinojosa; Henry Arguello; Bernard Ghanem | | | Hinojosa, C. et al., (2024). Privacy-preserving Optics for Enhancing Protection in Face De-identification [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. -- |
| 29 | Seamless Human Motion Composition with Blended Positional Encodings Biometrics Humans: Face, body, pose, gesture, movement Poster | German Barquero; Sergio Escalera; Cristina Palmero | | | Barquero, G. et al., (2024). Seamless Human Motion Composition with Blended Positional Encodings [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. -- |
| 61 | Image captioning for automated grading and understanding of ulcerative colitis Vision, language, and reasoning Medical and biological vision, cell microscopy Poster | Flor H Valencia; Sharib Ali; Gilberto Ochoa-Ruiz | | | Valencia, F. H. et al., (2024). Image captioning for automated grading and understanding of ulcerative colitis [Poster Presentation]. International Conference on Computer Vision: LatinX in AI (LXAI) Research Workshop 2024, Seattle WA, USA. -- |