Kebin Contreras on Jorge Baccahttps://jorgebaccauis.github.io/authors/kebin-contreras/Recent content in Kebin Contreras on Jorge BaccaSource Themes academia (https://sourcethemes.com/academic/)en-us© All right reserved by Jorge Bacca, {year}Tue, 13 Oct 2026 00:00:00 +0000Computational Correction of Eye Aberrations: A Physical Modeling Approach with Zernike Polynomials and Deep Learninghttps://jorgebaccauis.github.io/project/eye_aberration/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/eye_aberration/Computational Correction of Eye Aberrations: A Physical Modeling Approach with Zernike Polynomials and Deep Learninghttps://jorgebaccauis.github.io/publication/eye_aberration/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/eye_aberration/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo academia&rsquo;s Markdown slides feature. </div> </div> --> <!-- Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Drivinghttps://jorgebaccauis.github.io/project/modulo/Mon, 12 May 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/modulo/High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Drivinghttps://jorgebaccauis.github.io/publication/modulo/Mon, 12 May 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/modulo/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo academia&rsquo;s Markdown slides feature. </div> </div> --> <!-- Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Learning-based Spectral Regression for Cocoa Bean Physicochemical Property Predictionhttps://jorgebaccauis.github.io/project/learning/Mon, 27 Oct 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/learning/<p>Descripción y recursos en el preprint: <a href="https://arxiv.org/pdf/2510.23892">https://arxiv.org/pdf/2510.23892</a></p>Automated Classification of Cocoa Bean Fermentation Levels Using Computer Visionhttps://jorgebaccauis.github.io/project/cocoa_fermentation/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/cocoa_fermentation/Automated Classification of Cocoa Bean Fermentation Levels Using Computer Visionhttps://jorgebaccauis.github.io/publication/cocoa_fermentation/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/cocoa_fermentation/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo academia&rsquo;s Markdown slides feature. </div> </div> --> <!-- Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->See the Past: Time-Reversed Scene Reconstruction from Thermal Traces Using Visual Language Modelshttps://jorgebaccauis.github.io/project/see/Mon, 01 Jun 2026 00:00:00 +0000https://jorgebaccauis.github.io/project/see/<p>Descripción y recursos en el artículo: <a href="https://arxiv.org/pdf/2510.05408">https://arxiv.org/pdf/2510.05408</a></p>Deep learning-based spectral band selection for hyperspectral imaging taskshttps://jorgebaccauis.github.io/project/band_selection/Tue, 03 Mar 2026 00:00:00 +0000https://jorgebaccauis.github.io/project/band_selection/Deep learning-based spectral band selection for hyperspectral imaging taskshttps://jorgebaccauis.github.io/publication/band_selection/Tue, 03 Mar 2026 00:00:00 +0000https://jorgebaccauis.github.io/publication/band_selection/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo academia&rsquo;s Markdown slides feature. </div> </div> --> <!-- Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->A Gradient-Regularized Deep Learning Method for Restoring Image in Myopic Visionhttps://jorgebaccauis.github.io/project/myopic_vision_restoration/Tue, 13 Oct 2026 00:00:00 +0000https://jorgebaccauis.github.io/project/myopic_vision_restoration/A Gradient-Regularized Deep Learning Method for Restoring Image in Myopic Visionhttps://jorgebaccauis.github.io/publication/myopic_vision_restoration/Tue, 13 Oct 2026 00:00:00 +0000https://jorgebaccauis.github.io/publication/myopic_vision_restoration/Time-Reversed Imaging: A Multimodal Benchmark and Framework for Reconstructing Past Human-Environment Interactionshttps://jorgebaccauis.github.io/project/time_reversed_imaging/Fri, 24 Jul 2026 00:00:00 +0000https://jorgebaccauis.github.io/project/time_reversed_imaging/Time-Reversed Imaging: A Multimodal Benchmark and Framework for Reconstructing Past Human-Environment Interactionshttps://jorgebaccauis.github.io/publication/time_reversed_imaging/Fri, 24 Jul 2026 00:00:00 +0000https://jorgebaccauis.github.io/publication/time_reversed_imaging/See the Past: Time-Reversed Scene Reconstruction from Thermal Traces Using Visual Language Modelshttps://jorgebaccauis.github.io/publication/see_the_past/Mon, 01 Jun 2026 00:00:00 +0000https://jorgebaccauis.github.io/publication/see_the_past/<p>Detailed description and code references available in the paper: <a href="https://arxiv.org/pdf/2510.05408">https://arxiv.org/pdf/2510.05408</a></p>A Multimodal hyperspectral dataset of cocoa beans with physicochemical annotationhttps://jorgebaccauis.github.io/project/cocoa_hyperspectral_dataset/Thu, 27 Nov 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/cocoa_hyperspectral_dataset/A Multimodal hyperspectral dataset of cocoa beans with physicochemical annotationhttps://jorgebaccauis.github.io/publication/cocoa_hyperspectral_dataset/Thu, 27 Nov 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/cocoa_hyperspectral_dataset/Learning-based Spectral Regression for Cocoa Bean Physicochemical Property Predictionhttps://jorgebaccauis.github.io/publication/learning_based_spectral_regression/Mon, 27 Oct 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/learning_based_spectral_regression/<p>Detailed description, dataset and code references available in the arXiv preprint: <a href="https://arxiv.org/pdf/2510.23892">https://arxiv.org/pdf/2510.23892</a></p>Deep Robust Object Detection Under High Illumination Conditions Using Modulo Imageshttps://jorgebaccauis.github.io/project/modulo_detection/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/modulo_detection/Deep Robust Object Detection Under High Illumination Conditions Using Modulo Imageshttps://jorgebaccauis.github.io/publication/modulo_detection/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/modulo_detection/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo academia&rsquo;s Markdown slides feature. </div> </div> --> <!-- Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Self-Supervised Low-Light Quantum RGB Image Demosaicinghttps://jorgebaccauis.github.io/project/demosaicing/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/demosaicing/Self-Supervised Low-Light Quantum RGB Image Demosaicinghttps://jorgebaccauis.github.io/publication/demosaicing/Wed, 27 Aug 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/demosaicing/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo academia&rsquo;s Markdown slides feature. </div> </div> --> <!-- Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applicationshttps://jorgebaccauis.github.io/project/autor_modulo/Mon, 12 May 2025 00:00:00 +0000https://jorgebaccauis.github.io/project/autor_modulo/Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applicationshttps://jorgebaccauis.github.io/publication/autor_modulo/Mon, 12 May 2025 00:00:00 +0000https://jorgebaccauis.github.io/publication/autor_modulo/<!-- <div class="alert alert-note"> <div> Click the <em>Cite</em> button above to demo the feature to enable visitors to import publication metadata into their reference management software. </div> </div> <div class="alert alert-note"> <div> Click the <em>Slides</em> button above to demo academia&rsquo;s Markdown slides feature. </div> </div> --> <!-- Supplementary notes can be added here, including [code and math](https://sourcethemes.com/academic/docs/writing-markdown-latex/). -->