My name is Carlos Hinojosa and I’m a final-year Ph.D Student in Computer Science with seven years of progressive experience in scientific research and software development.

I received the B. Sc. and M. Sc. degrees in Computer Science from Universidad Industrial de Santander, Colombia, in 2015 and 2018, respectively. I am currently pursuing the Ph.D. in computer science at Universidad Industrial de Santander. My main research areas are computational imaging, optical code design, compressive imaging, computer vision and sparse representation.

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Recent Highlights

| Nov. 2021 | I will co-organizing the LatinX in CV (LXCV) workshop at CVPR 2022!.
| Oct. 2021 | Our IEEE JSTAR journal paper on Fast Hyperspectral Image Subspace Clustering was accepted for publication.
| Oct. 2021 | I won the best oral poster presentation award in the LXCV@ICCV2021 workshop. I presented my ICCV 2021 conference paper on Privacy-preserving Optics.
| Sep. 2021 | I am co-organizing the LXCV workshop at ICCV 2021.
| July 2021 | Excited to start doing a research internship at the Stanford Vision and Learning Lab this fall!
| July 2021 | Our ICCV2021 conference paper on Privacy-preserving Optics will appear as an oral presentation (top 3% of all ICCV2021 submissions).
| July 2021 | Our SPIE JARS journal paper on Hyperspectral Image Clustering was accepted for publication.
| Apr. 2021 | Our COSI2021 conference paper on Compressed-domain Classification was accepted as an oral presentation.
| Feb. 2021 | Our ISBI2021 conference paper on Subspace-based Domain Adaptation was accepted as an oral presentation.

Publications

Journal and conference papers I have published

A Fast and Accurate Similarity-constrained Subspace Clustering Algorithm for Hyperspectral Image

IEEE JSTARS | Journal

Carlos Hinojosa, Esteban Vera, Henry Arguello

PDF Code DOI

Learning Privacy-preserving Optics for Human Pose Estimation.

ICCV 2021 | IEEE Conference

Carlos Hinojosa, Juan Carlos Niebles, Henry Arguello

PDF Supplementary Code Project Poster Slides Video

Efficient subspace clustering of hyperspectral images using similarity-constrained sampling

SPIE Applied Remote Sensing | Journal

Jhon López, Carlos Hinojosa, Henry Arguello

PDF DOI

Subspace-based Domain Adaptation Using Similarity Constraints for Pneumonia Diagnosis within a Small Chest X-ray Image Dataset

ISBI 2021 | IEEE Symposium

Karen Sanchez, Carlos Hinojosa, Henry Arguello, Simon Freiss, Nicolas Sans, Denis Kouamé, Oliver Meyrignc, Adrian Basarab

PDF DOI

Hyperspectral image segmentation using 3D regularized subspace clustering model

SPIE Applied Remote Sensing | Journal

Carlos Hinojosa, Fernando Rojas, Sergio Castillo, Henry Arguello

PDF DOI

Single-pixel camera sensing matrix design for hierarchical compressed spectral clustering

MLSP 2019 | IEEE Workshop

Carlos Hinojosa, Jorge Bacca, Edwin Vargas, Sergio Castillo, Henry Arguello

PDF Project Poster

Spectral-spatial classification from multi-sensor compressive measurements using superpixels.

ICIP 2019 | IEEE Conference

Carlos Hinojosa, Juan Marcos Ramirez, Henry Arguello

PDF Slides DOI

Adaptive grayscale compressive spectral imaging using optimal blue noise coding patterns

ELSEVIER Optics & Laser Technology | Journal

Nelson Diaz, Carlos Hinojosa, Henry Arguello

PDF Code DOI

Supervised spatio-spectral classification of fused images using superpixels

OSA Applied Optics | Journal

Karen Sanchez, Carlos Hinojosa, Henry Arguello

PDF DOI

Coded aperture design for compressive spectral subspace clustering

IEEE JSTSP | Journal

Carlos Hinojosa, Jorge Bacca, Henry Arguello

PDF Code Poster DOI

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Projects

Learning Privacy-preserving Optics for Human Pose Estimation

In this project, we design the camera lens to perform human pose estimation while preserving users’ privacy.

Smartphone-based application for agricultural remote technical assistance in Colombia

In this project we developed AgroTIC, a smartphone-based application for the agricultural sector in Colombia aimed at reducing such digital breach through smartphones low-cost and ubiquitous technology.

Time to depth conversion and seismic interval velocity estimation

Research project developed with Ecopetrol S.A., which includes the development of optimization algorithms for time to depth conversion, and development of modules for DesicionSpace Geoscience Software.

Conferences Attendance

I have attended some great conferences; here are some featured images.

Contact

Connect with me

+57 316 749 4710
Carrera 27, Calle 9 Universidad Industrial de Santander Facultad de Ingenierías Físico-Mecánicas Escuela de Ingeniería de Sistemas e Informática, Salon Lp 334
Monday to Friday, 08:00 AM to 6:00 PM Saturday 09:00 AM to 03:00 PM
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