Research

@inproceedings{Vankuri2025,
author = {Vankuri, Rahul and Khan, Shafi Ullah and Sari, Talip Tolga and Secinti, Gokhan and Patiño, Diego and Debashri, Roy},
booktitle = {IEEE Military Communications Conference (MILCOM)},
doi = {xxxx},
title = {Waves of Imagination: Unconditional Spectrogram Generation Using Diffusion Architectures},
year = {2025}
}

@inproceedings{Rouhi2024,
author = {Rouhi, Amirreza and Patiño, Diego and Han, David K.},
booktitle = {27th International Conference on Pattern Recognition - ICPR},
doi = {10.1007/978-3-031-78447-7_20},
editor = {Antonacopoulos, Apostolos and Chaudhuri, Subhasis and Chellappa, Rama and Liu, Cheng-Lin and Bhattacharya, Saumik and Pal, Umapada},
isbn = {978-3-031-78447-7},
pages = {299–314},
publisher = {Springer Nature Switzerland},
title = {Enhancing Object Detection by Leveraging Large Language Models for Contextual Knowledge},
year = {2024}
}

@article{Patino2023_turbulence,
author = {Patiño, Diego and Mayya, Siddharth and Calderon, Juan and Daniilidis, Kostas and Saldaña, David},
doi = {10.1109/LRA.2023.3280806},
journal = {IEEE Robotics and Automation Letters},
number = {},
pages = {1-8},
title = {Learning to Navigate in Turbulent Flows with Aerial Robot Swarms: A Cooperative Deep Reinforcement Learning Approach},
volume = {},
year = {2023}
}

@inproceedings{Patino2022_implicit_pose_shape,
author = {Patiño, Diego and Schmeckpeper, Karl and Gupta, Hita and Georgakis, Georgios and Daniilidis, Kostas},
booktitle = {ICRA 2022 - Workshop on Motion Planning with Implicit Neural Representations of Geometry},
doi = {aa},
maintitle = {IEEE International Conference on Robotics and Automation},
title = {Self-supervised implicit shape reconstruction and pose estimation for predicting the future},
url = {https://neural-implicit-workshop.stanford.edu/#accepted-papers},
year = {2022}
}

@inproceedings{Patino2022_levelset_mesher,
author = {Patiño, Diego and Esteves, Carlos and Daniilidis, Kostas},
booktitle = {26th International Conference on Pattern Recognition - ICPR},
doi = {10.1109/ICPR56361.2022.9956132},
pages = {161–174},
project_page = {},
title = {Level Set Mesher: Single-image to 3D reconstruction by following the level sets of the signed distance function},
url = {https://ieeexplore.ieee.org/abstract/document/9402852},
year = {2022}
}

@article{Patino2021_cpma,
author = {Patiño, Diego and Branch, John W.},
doi = {10.1109/ACCESS.2021.3072},
journal = {IEEE Access},
number = {},
pages = {65466-65481},
project_page = {cpma},
title = {Cosine-Pruned Medial Axis: A New Method for Isometric Equivariant and Noise-Free Medial Axis Extraction},
url = {https://ieeexplore.ieee.org/abstract/document/9402852},
volume = {9},
year = {2021}
}

@inproceedings{Patino2020_melanoma_classification,
author = {Diego Patiño and Alberto M. Ceballos-Arroyo and Jairo A. Rodriguez-Rodriguez and German Sanchez-Torres and John W. Branch-Bedoya},
booktitle = {15th International Symposium on Medical Information Processing and Analysis},
doi = {10.1117/12.2545300},
editor = {Eduardo Romero and Natasha Lepore and Jorge Brieva},
keywords = {Superpixel, Melanoma, Asymmetry, skin lesion classification, SVM, Linear regression, Neural Network, color texture},
organization = {International Society for opt_ics and Photonics},
pages = {1133018},
publisher = {SPIE},
title = {Melanoma detection on dermoscopic images using superpixels segmentation and shape-based features},
url = {https://doi.org/10.1117/12.2545300},
volume = {11330},
year = {2020}
}

@inproceedings{Goez2018_parking_lots,
address = {Cham},
author = {Goez Mora, Jhon Edison and Londoño Lopera, Juan Camilo and Patiño, Diego},
booktitle = {Applied Computer Sciences in Engineering},
doi = {10.1007/978-3-030-00350-0_14},
editor = {Figueroa-García, Juan Carlos and López-Santana, Eduyn Ramiro and Rodriguez-Molano, Jos{'e} Ignacio},
isbn = {978-3-030-00350-0},
pages = {160–170},
publisher = {Springer International Publishing},
title = {Automatic Visual Classification of Parking Lot Spaces: A Comparison Between BoF and CNN Approaches},
url = {https://link.springer.com/chapter/10.1007/978-3-030-00350-0_14},
year = {2018}
}

@inproceedings{Patino2018_skin_superpixels,
address = {Cham},
author = {Patiño, Diego
and Avendaño, Jonathan
and Branch, John W.},
booktitle = {Medical Image Computing and Computer Assisted Intervention – MICCAI 2018},
doi = {10.1007/978-3-030-00937-3_83},
editor = {Frangi, Alejandro F.
and Schnabel, Julia A.
and Davatzikos, Christos
and Alberola-López, Carlos
and Fichtinger, Gabor},
isbn = {978-3-030-00937-3},
pages = {728–736},
publisher = {Springer International Publishing},
title = {Automatic Skin Lesion Segmentation on Dermoscopic Images by the Means of Superpixel Merging},
url = {https://link.springer.com/chapter/10.1007/978-3-030-00937-3_83},
year = {2018}
}

@inproceedings{BrinezdeLeon2017_photoelasticity,
author = {Juan C. Briñez de León and Diego Patiño and Alejandro Restrepo M and John W. Branch},
booktitle = {Imaging and Applied opt_ics 2017 (3D, AIO, COSI, IS, MATH, pcAOP)},
doi = {10.1364/ISA.2017.IM4E.2},
journal = {Imaging and Applied opt_ics 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 = {opt_ica Publishing Group},
title = {Computational Detection of Salient Information to Identify High Stress and Ambiguity Regions in Digital Photoelasticity Images},
url = {https://opg.opt_ica.org/abstract.cfm?URI=ISA-2017-IM4E.2},
year = {2017}
}

@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.},
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},
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://doi.org/10.1186/s12864-015-1823-7},
volume = {16},
year = {2015}
}

@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)},
doi = {10.1109/CLEI.2012.6427164},
number = {},
pages = {1-8},
title = {Automatic landform clasification of uplands based on Haralick’s texture},
url = {https://ieeexplore.ieee.org/abstract/document/6427164},
volume = {},
year = {2012}
}