A General Recursive Filtering Structure for Early Vision and its Hardware Architecture. - Rachid Deriche; H. Guiot; Gregory Randall (MVA, 1988)

Final Steps Towards Real Time Trinocular Stereovision. - Gregory Randall; Serge Foret; Nicholas Ayache (ECCV, 1990)

The Depth and Motion Analysis Machine. - Olivier D. Faugeras; Rachid Deriche; Hervé Mathieu; Nicholas Ayache; Gregory Randall (Int. J. Pattern Recognit. Artif. Intell., 1992)

Morphing Active Contours: A Geometric Approach to Topology-Independent Image Segmentation and Tracking. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (ICIP (3), 1998)

Segmenting Neurons in Electronic Microscopy via Geometric Tracing. - Luis Vázquez; Guillermo Sapiro; Gregory Randall (ICIP (3), 1998)

Region Tracking on Surfaces Deforming via Level-Sets Methods. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (Scale-Space, 1999)

Region Tracking on Level-Sets Methods. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (IEEE Trans. Medical Imaging, 1999)

Morphing Active Contours. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (IEEE Trans. Pattern Anal. Mach. Intell., 2000)

Automatic Dark Fibres Detection in Wool Tops. - Juan Bazerque; Julio Ciambelli; Santiago Lafon; Gregory Randall (CIARP, 2003)

Automatic object detection using shape information in ultrasound images. - Pablo Cancela; Fernando Reyes 003; Pablo Rodríguez; Gregory Randall; Alicia Fernández (ICIP (3), 2003)

An active regions approach for the segmentation of 3D biological tissue. - Juan Cardelino; Gregory Randall; Marcelo Bertalmío (ICIP (1), 2005)

Region Based Segmentation Using the Tree of Shapes. - Juan Cardelino; Gregory Randall; Marcelo Bertalmío; Vicent Caselles (ICIP, 2006)

Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds. - Gloria Haro; Gregory Randall; Guillermo Sapiro (NIPS, 2006)

Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods. - Pablo Arias 001; Gregory Randall; Guillermo Sapiro (CVPR, 2007)

Regularized Mixed Dimensionality and Density Learning in Computer Vision. - Gloria Haro; Gregory Randall; Guillermo Sapiro (CVPR, 2007)

Multisegment Detection. - Rafael Grompone von Gioi; Jérémie Jakubowicz; Gregory Randall (ICIP (2), 2007)

Classification, Averaging and Reconstruction of Macromolecules in Electron Tomography. - Alberto Bartesaghi; Pablo Sprechmann; Gregory Randall; Guillermo Sapiro; Sriram Subramaniam (ISBI, 2007)

Ultrasound Image Segmentation With Shape Priors: Application to Automatic Cattle Rib-Eye Area Estimation. - Pablo Arias 001; Alejandro Pini; Gonzalo R. Sanguinetti; Pablo Sprechmann; Pablo Cancela; Alicia Fernández; Alvaro Gómez; Gregory Randall (IEEE Trans. Image Process., 2007)

Translated Poisson Mixture Model for Stratification Learning. - Gloria Haro; Gregory Randall; Guillermo Sapiro (Int. J. Comput. Vis., 2008)

On Straight Line Segment Detection. - Rafael Grompone von Gioi; Jérémie Jakubowicz; Jean-Michel Morel; Gregory Randall (J. Math. Imaging Vis., 2008)

A contrario hierarchical image segmentation. - Juan Cardelino; Vicent Caselles; Marcelo Bertalmío; Gregory Randall (ICIP, 2009)

LSD: A Fast Line Segment Detector with a False Detection Control. - Rafael Grompone von Gioi; Jérémie Jakubowicz; Jean-Michel Morel; Gregory Randall (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

LSD: a Line Segment Detector. - Rafael Grompone von Gioi; Jérémie Jakubowicz; Jean-Michel Morel; Gregory Randall (Image Process. Line, 2012)

A Contrario Selection of Optimal Partitions for Image Segmentation. - Juan Cardelino; Vicent Caselles; Marcelo Bertalmío; Gregory Randall (SIAM J. Imaging Sci., 2013)

Dairy Cattle Sub-clinical Uterine Disease Diagnosis Using Pattern Recognition and Image Processing Techniques. - Matías Tailanián; Federico Lecumberry; Alicia Fernández; Giovanni Gnemmi; Ana Meikle; Isabel Pereira; Gregory Randall (CIARP, 2014)

Finding Vanishing Points via Point Alignments in Image Primal and Dual Domains. - José Lezama; Rafael Grompone von Gioi; Gregory Randall; Jean-Michel Morel (CVPR, 2014)

A contrario detection of good continuation of points. - José Lezama; Rafael Grompone von Gioi; Gregory Randall; Jean-Michel Morel (ICIP, 2014)

An Unsupervised Point Alignment Detection Algorithm. - José Lezama; Gregory Randall; Jean-Michel Morel; Rafael Grompone von Gioi (Image Process. Line, 2015)

A Contrario 2D Point Alignment Detection. - José Lezama; Jean-Michel Morel; Gregory Randall; Rafael Grompone von Gioi (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Unsupervised Smooth Contour Detection. - Rafael Grompone von Gioi; Gregory Randall (Image Process. Line, 2016)

A Sub-Pixel Edge Detector: an Implementation of the Canny/Devernay Algorithm. - Rafael Grompone von Gioi; Gregory Randall (Image Process. Line, 2017)

A Contrario 3D Point Alignment Detection Algorithm. - Álvaro Gómez; Gregory Randall; Rafael Grompone von Gioi (Image Process. Line, 2017)

Vanishing Point Detection in Urban Scenes Using Point Alignments. - José Lezama; Gregory Randall; Rafael Grompone von Gioi (Image Process. Line, 2017)

An Unsupervised Algorithm for Detecting Good Continuation in Dot Patterns. - José Lezama; Gregory Randall; Jean-Michel Morel; Rafael Grompone von Gioi (Image Process. Line, 2017)

Psychophysics, Gestalts and Games. - José Lezama; Samy Blusseau; Jean-Michel Morel; Gregory Randall; Rafael Grompone von Gioi (CoRR, 2018)

A computational framework for the analysis of the Uruguayan dictatorship archives. - Lorena Etcheverry; Leopoldo Agorio; Virginia Bacigalupe; Sofía Barreiro; Elena Bing; Samuel Blixen; Daniel Calegari; Lautaro Cardozo; Fernando Carpani; Felipe Chavat; Diego Garat; Alvaro Gómez; et al. (Qurator, 2021)

The whole and the parts: the MDL principle and the a-contrario framework. - Rafael Grompone von Gioi; Ignacio Ramírez Paulino; Gregory Randall (CoRR, 2021)

LSU-DS: An Uruguayan Sign Language Public Dataset for Automatic Recognition. - Ariel E. Stassi; Marcela Tancredi; Roberto Aguirre; Alvaro Gómez; Bruno Carballido; Andrés Méndez; Sergio Beheregaray; Alejandro Fojo; Víctor Koleszar; Gregory Randall (ICPRAM, 2022)

An experimental comparison of multi-view stereo approaches on satellite images. - Alvaro Gómez; Gregory Randall; Gabriele Facciolo; Rafael Grompone von Gioi (WACV, 2022)

A Brief Analysis of the Holistically-Nested Edge Detector. - Rafael Grompone von Gioi; Gregory Randall (Image Process. Line, 2022)

A Brief Analysis of the Dense Extreme Inception Network for Edge Detection. - Rafael Grompone von Gioi; Gregory Randall (Image Process. Line, 2022)

The Whole and the Parts: The Minimum Description Length Principle and the A-Contrario Framework. - Rafael Grompone von Gioi; Ignacio Ramírez Paulino; Gregory Randall (SIAM J. Imaging Sci., 2022)

Improving the Pair Selection and the Model Fusion Steps of Satellite Multi-View Stereo Pipelines. - Alvaro Gómez; Gregory Randall; Gabriele Facciolo; Rafael Grompone von Gioi (WACV, 2023)

CS-TRD: a Cross Sections Tree Ring Detection method. - Henry Marichal; Diego Passarella; Gregory Randall (CoRR, 2023)

Building Tools to Analyze the Files of the Uruguayan Dictatorship: Information Extraction From the Personal Records of Organización Coordinadora de Operaciones Antisubversivas (OCOA). - Mateo Nogueira; Lorena Etcheverry; Gregory Randall (CLEI, 2024)

Automatic Wood Pith Detector: Local Orientation Estimation and Robust Accumulation. - Henry Marichal; Diego Passarella; Gregory Randall (ICPR (17), 2024)

UruDendro, a public dataset of cross-section images of Pinus taeda. - Henry Marichal; Diego Passarella; Christine Lucas; Ludmila Profumo; Verónica Casaravilla; María Noel Rocha Galli; Serrana Ambite; Gregory Randall (CoRR, 2024)

A Brief Analysis of iColoriT for Interactive Image Colorization. - Rosana García; Gregory Randall; Lara Raad (Image Process. Line, 2024)

A Short Analysis of BigColor for Image Colorization. - Rosana García; Gregory Randall; Lara Raad (Image Process. Line, 2024)

DeepCS-TRD, a Deep Learning-based Cross-Section Tree Ring Detector. - Henry Marichal; Verónica Casaravilla; Candice Power; Karolain Mello; Joaquín Mazarino; Christine Lucas; Ludmila Profumo; Diego Passarella; Gregory Randall (CoRR, 2025)

iLSU-T: an Open Dataset for Uruguayan Sign Language Translation. - Ariel E. Stassi; Yanina Boria; J. Matías Di Martino; Gregory Randall (CoRR, 2025)

Improving OCR using internal document redundancy. - Diego Belzarena; Seginus Mowlavi; Aitor Artola; Camilo Mariño; Marina Gardella; Ignacio Ramírez; Antoine Tadros; Roy He; Natalia Bottaioli; Boshra Rajaei; Gregory Randall; Jean-Michel Morel (CoRR, 2025)