Deep Learning on Jorge Bacca

Deep Lightweight Unrolled Network for High Dynamic Range Modulo Imaging

Wed, 01 Apr 2026 00:00:00 +0000

Computational Correction of Eye Aberrations: A Physical Modeling Approach with Zernike Polynomials and Deep Learning

Wed, 27 Aug 2025 00:00:00 +0000

Computational Correction of Eye Aberrations: A Physical Modeling Approach with Zernike Polynomials and Deep Learning

Wed, 27 Aug 2025 00:00:00 +0000

Generalized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise

Sun, 15 Jun 2025 00:00:00 +0000

High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving

Mon, 12 May 2025 00:00:00 +0000

High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving

Mon, 12 May 2025 00:00:00 +0000

Deep Optical Coding Design in Computational Imaging

Wed, 01 Mar 2023 00:00:00 +0000

JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging

Sun, 01 May 2022 00:00:00 +0000

JR2net tackles compressive spectral reconstruction by integrating non-linear latent representations into the reconstruction optimization process.

Paper: arXiv:2205.07770
Code: GitHub hdspgroup/JR2net

Automated Classification of Cocoa Bean Fermentation Levels Using Computer Vision

Wed, 27 Aug 2025 00:00:00 +0000

Automated Classification of Cocoa Bean Fermentation Levels Using Computer Vision

Wed, 27 Aug 2025 00:00:00 +0000

See the Past: Time-Reversed Scene Reconstruction from Thermal Traces Using Visual Language Models

Mon, 01 Jun 2026 00:00:00 +0000

Descripción y recursos en el artículo: https://arxiv.org/pdf/2510.05408

Deep learning-based spectral band selection for hyperspectral imaging tasks

Tue, 03 Mar 2026 00:00:00 +0000

Deep learning-based spectral band selection for hyperspectral imaging tasks

Tue, 03 Mar 2026 00:00:00 +0000

A Gradient-Regularized Deep Learning Method for Restoring Image in Myopic Vision

Tue, 13 Oct 2026 00:00:00 +0000

A Gradient-Regularized Deep Learning Method for Restoring Image in Myopic Vision

Tue, 13 Oct 2026 00:00:00 +0000

Time-Reversed Imaging: A Multimodal Benchmark and Framework for Reconstructing Past Human-Environment Interactions

Fri, 24 Jul 2026 00:00:00 +0000

Deep Scene-Driven Ordering of Hadamard Basis for Single-Pixel Spectral Imaging

Wed, 15 Jul 2026 00:00:00 +0000

Learning to Recorrupt: Noise Distribution Agnostic Self-Supervised Image Denoising

Wed, 25 Mar 2026 00:00:00 +0000

Deep Robust Object Detection Under High Illumination Conditions Using Modulo Images

Wed, 27 Aug 2025 00:00:00 +0000

Deep Robust Object Detection Under High Illumination Conditions Using Modulo Images

Wed, 27 Aug 2025 00:00:00 +0000

Self-Supervised Low-Light Quantum RGB Image Demosaicing

Wed, 27 Aug 2025 00:00:00 +0000

Self-Supervised Low-Light Quantum RGB Image Demosaicing

Wed, 27 Aug 2025 00:00:00 +0000

Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications

Mon, 12 May 2025 00:00:00 +0000

Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications

Mon, 12 May 2025 00:00:00 +0000

JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging

Sun, 01 May 2022 00:00:00 +0000

Code repository: https://github.com/hdspgroup/JR2net

Two-step Deep Learning Framework for Chronic Wounds Detection and Segmentation: A Case Study in Colombia

Fri, 01 Oct 2021 00:00:00 +0000

Publication presented at XXIII STSIVA 2021.

Deep Low-Dimensional Spectral Image Representation for Compressive Spectral Reconstruction

Wed, 01 Sep 2021 00:00:00 +0000

Code available at: https://github.com/bemc22/DeepLDSIR