@inproceedings{Rouhi2024,author={Rouhi, Amirreza and Patiño, Diego and Han, David K.},editor={Antonacopoulos, Apostolos and Chaudhuri, Subhasis and Chellappa, Rama and Liu, Cheng-Lin and Bhattacharya, Saumik and Pal, Umapada},title={Enhancing Object Detection by Leveraging Large Language Models for Contextual Knowledge},booktitle={27th International Conference on Pattern Recognition - ICPR},year={2024},publisher={Springer Nature Switzerland},pages={299--314},isbn={978-3-031-78447-7},doi={10.1007/978-3-031-78447-7_20},}
2023
Learning to Navigate in Turbulent Flows with Aerial Robot Swarms: A Cooperative Deep Reinforcement Learning Approach
Diego Patiño, Siddharth Mayya, Juan Calderon, and 2 more authors
@article{Patino2023_turbulence,author={Patiño, Diego and Mayya, Siddharth and Calderon, Juan and Daniilidis, Kostas and Saldaña, David},journal={IEEE Robotics and Automation Letters},title={Learning to Navigate in Turbulent Flows with Aerial Robot Swarms: A Cooperative Deep Reinforcement Learning Approach},year={2023},volume={},number={},pages={1-8},doi={10.1109/LRA.2023.3280806},}
2022
Level Set Mesher: Single-image to 3D reconstruction by following the level sets of the signed distance function
@inproceedings{Patino2022_levelset_mesher,author={Patiño, Diego and Esteves, Carlos and Daniilidis, Kostas},title={Level Set Mesher: Single-image to 3D reconstruction by following the level sets of the signed distance function},pages={161--174},year={2022},doi={},booktitle={26th International Conference on Pattern Recognition - ICPR},%project_page={},}
Self-supervised implicit shape reconstruction and pose estimation for predicting the future
@inproceedings{Patino2022_implicit_pose_shape,author={Patiño, Diego and Schmeckpeper, Karl and Gupta, Hita and Georgakis, Georgios and Daniilidis, Kostas},title={Self-supervised implicit shape reconstruction and pose estimation for predicting the future},year={2022},maintitle={IEEE International Conference on Robotics and Automation},booktitle={ICRA 2022 - Workshop on Motion Planning with Implicit Neural Representations of Geometry},url={https://neural-implicit-workshop.stanford.edu/#accepted-papers},}
2021
Cosine-Pruned Medial Axis: A New Method for Isometric Equivariant and Noise-Free Medial Axis Extraction
@article{Patino2021_cpma,author={Patiño, Diego and Branch, John W.},journal={IEEE Access},title={Cosine-Pruned Medial Axis: A New Method for Isometric Equivariant and Noise-Free Medial Axis Extraction},year={2021},volume={9},number={},pages={65466-65481},doi={10.1109/ACCESS.2021.3072},project_page={cpma},}
2020
Melanoma detection on dermoscopic images using superpixels segmentation and shape-based features
Diego Patiño, Alberto M. Ceballos-Arroyo, Jairo A. Rodriguez-Rodriguez, and 2 more authors
In 15th International Symposium on Medical Information Processing and Analysis 2020
@inproceedings{Patino2020_melanoma_classification,author={Patiño, Diego and Ceballos-Arroyo, Alberto M. and Rodriguez-Rodriguez, Jairo A. and Sanchez-Torres, German and Branch-Bedoya, John W.},title={{Melanoma detection on dermoscopic images using superpixels segmentation and shape-based features}},volume={11330},booktitle={15th International Symposium on Medical Information Processing and Analysis},editor={Romero, Eduardo and Lepore, Natasha and Brieva, Jorge},organization={International Society for Optics and Photonics},publisher={SPIE},pages={1133018},keywords={Superpixel, Melanoma, Asymmetry, skin lesion classification, SVM, Linear regression, Neural Network, color texture},year={2020},doi={10.1117/12.2545300},url={https://doi.org/10.1117/12.2545300},}
2018
Automatic Skin Lesion Segmentation on Dermoscopic Images by the Means of Superpixel Merging
@inproceedings{Patino2018_skin_superpixels,author={Patiño, Diego and Avendaño, Jonathan and Branch, John W.},editor={Frangi, Alejandro F. and Schnabel, Julia A. and Davatzikos, Christos and Alberola-López, Carlos and Fichtinger, Gabor},title={Automatic Skin Lesion Segmentation on Dermoscopic Images by the Means of Superpixel Merging},booktitle={Medical Image Computing and Computer Assisted Intervention -- MICCAI 2018},year={2018},publisher={Springer International Publishing},address={Cham},pages={728--736},isbn={978-3-030-00937-3},url={https://link.springer.com/chapter/10.1007/978-3-030-00937-3_83},}
Automatic Visual Classification of Parking Lot Spaces: A Comparison Between BoF and CNN Approaches
Jhon Edison Goez Mora, Juan Camilo Londoño Lopera, and Diego Patiño
@inproceedings{Goez2018_parking_lots,author={Goez Mora, Jhon Edison and Londoño Lopera, Juan Camilo and Patiño, Diego},editor={Figueroa-García, Juan Carlos and López-Santana, Eduyn Ramiro and Rodriguez-Molano, Jos{\'e} Ignacio},title={Automatic Visual Classification of Parking Lot Spaces: A Comparison Between BoF and CNN Approaches},booktitle={Applied Computer Sciences in Engineering},year={2018},publisher={Springer International Publishing},address={Cham},pages={160--170},isbn={978-3-030-00350-0},url={https://link.springer.com/chapter/10.1007/978-3-030-00350-0_14},}
2017
Computational Detection of Salient Information to Identify High Stress and Ambiguity Regions in Digital Photoelasticity Images
Juan C. Briñez León, Diego Patiño, Alejandro Restrepo M, and 1 more author
In Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP) 2017
@inproceedings{BrinezdeLeon2017_photoelasticity,author={de León, Juan C. Briñez and Patiño, Diego and M, Alejandro Restrepo and Branch, John W.},booktitle={Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP)},journal={Imaging and Applied Optics 2017 (3D, AIO, COSI, IS, MATH, pcAOP)},keywords={Image analysis; Birefringence; Algorithms ; Circular polarization; Digital imaging; Feature extraction; Light intensity; Light wavelength; Strain},pages={IM4E.2},publisher={Optica Publishing Group},title={Computational Detection of Salient Information to Identify High Stress and Ambiguity Regions in Digital Photoelasticity Images},year={2017},doi={10.1364/ISA.2017.IM4E.2},}
2015
A clone-free, single molecule map of the domestic cow (Bos taurus) genome
Shiguo Zhou, Steve Goldstein, Michael Place, and 9 more authors
@article{Zhou2015_genome,author={Zhou, Shiguo and Goldstein, Steve and Place, Michael and Bechner, Michael and Patino, Diego and Potamousis, Konstantinos and Ravindran, Prabu and Pape, Louise and Rincon, Gonzalo and Hernandez-Ortiz, Juan and Medrano, Juan F. and Schwartz, David C.},da={2015/08/28},date-added={2022-10-12 18:07:15 +0000},date-modified={2022-10-12 18:07:15 +0000},doi={10.1186/s12864-015-1823-7},id={Zhou2015},isbn={1471-2164},journal={BMC Genomics},number={1},pages={644},title={A clone-free, single molecule map of the domestic cow (Bos taurus) genome},ty={JOUR},url={https://link.springer.com/chapter/10.1007/978-3-030-00937-3_83},volume={16},year={2015},bdsk-url-1={https://doi.org/10.1186/s12864-015-1823-7},bdsk-url-2={http://dx.doi.org/10.1186/s12864-015-1823-7},}
2012
Automatic landform clasification of uplands based on Haralick’s texture
Diego Patiño, Domingo Mery, Verónica Botero Fernandez, and 1 more author
In 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI) 2012
@inproceedings{patino2012_landforms_haralick,author={Patiño, Diego and Mery, Domingo and Fernandez, Verónica Botero and Branch, John Willian},booktitle={2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI)},title={Automatic landform clasification of uplands based on Haralick's texture},year={2012},volume={},number={},pages={1-8},doi={10.1109/CLEI.2012.6427164},}
Cosine-Pruned Medial Axis: A New Method for Isometric Equivariant and Noise-Free Medial Axis ExtractionIEEE Access 2021
