Pablo Arbeláez

21.9k total citations · 7 hit papers
79 papers, 9.8k citations indexed

About

Pablo Arbeláez is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Pablo Arbeláez has authored 79 papers receiving a total of 9.8k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Computer Vision and Pattern Recognition, 14 papers in Artificial Intelligence and 9 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Pablo Arbeláez's work include Advanced Image and Video Retrieval Techniques (19 papers), Medical Image Segmentation Techniques (18 papers) and Image Retrieval and Classification Techniques (13 papers). Pablo Arbeláez is often cited by papers focused on Advanced Image and Video Retrieval Techniques (19 papers), Medical Image Segmentation Techniques (18 papers) and Image Retrieval and Classification Techniques (13 papers). Pablo Arbeláez collaborates with scholars based in Colombia, United States and Germany. Pablo Arbeláez's co-authors include Jitendra Malik, Michael Maire, Charless C. Fowlkes, Bharath Hariharan, Ross Girshick, Saurabh Gupta, Lubomir Bourdev, Jordi Pont-Tuset, Ferran Marqués and Subhransu Maji and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and Scientific Reports.

In The Last Decade

Pablo Arbeláez

75 papers receiving 9.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Contour Detection and Hierarchical Image Segmentation

2010 3.5k citations Pablo Arbeláez, Michael Maire et al. profile →
Semantic contours from inverse detectors

2011 944 citations Bharath Hariharan, Pablo Arbeláez et al. profile →
Hypercolumns for object segmentation and fine-grained localization

2015 919 citations Bharath Hariharan, Pablo Arbeláez et al. profile →
Multiscale Combinatorial Grouping

2014 725 citations Pablo Arbeláez, Jordi Pont-Tuset et al. QRU Quaderns de Recerca en Urbanisme profile →
An image J plugin for the high throughput image analysis of in vitro scratch wound healing assays

2020 417 citations Alejandra Suarez‐Arnedo, Felipe Torres Figueroa et al. PLoS ONE profile →
Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images

2013 398 citations Saurabh Gupta, Pablo Arbeláez et al. profile →
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation

2016 383 citations Jordi Pont-Tuset, Pablo Arbeláez et al. profile →

Peers

Countries citing papers authored by Pablo Arbeláez

Since Specialization

Citations

This map shows the geographic impact of Pablo Arbeláez's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Pablo Arbeláez with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pablo Arbeláez more than expected).

Fields of papers citing papers by Pablo Arbeláez

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Pablo Arbeláez. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Pablo Arbeláez. The network helps show where Pablo Arbeláez may publish in the future.

Co-authorship network of co-authors of Pablo Arbeláez

This figure shows the co-authorship network connecting the top 25 collaborators of Pablo Arbeláez. A scholar is included among the top collaborators of Pablo Arbeláez based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Pablo Arbeláez. Pablo Arbeláez is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Pixel-wise recognition for holistic surgical scene understanding 2025 ·Medical Image Analysis ·(unknown), (unknown), Alejandra Pérez, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Nicolás Fernández, Pablo Arbeláez	2
2	New frontiers in artificial intelligence for biodiversity research and conservation with multimodal language models 2025 ·Methods in Ecology and Evolution ·Zhongqi Miao, Yuanhan Zhang, (unknown), (unknown), Sara Beery, Chunyuan Li, Ziwei Liu, (unknown), Md Nasir, Wanhua Li, Jason Holmberg, Meredith S. Palmer, Kaitlyn M. Gaynor, Pablo Arbeláez, (unknown), Rahul Dodhia, Juan Lavista Ferres	1
3	Invited commentary: deep learning—methods to amplify epidemiologic data collection and analyses 2024 ·American Journal of Epidemiology ·D. Alex Quistberg, Stephen J. Mooney, Tolga Taşdizen, Pablo Arbeláez, Quynh C. Nguyen	2
4	Nuclei Detection and Segmentation of Histopathological Images Using a Feature Pyramidal Network Variant of a Mask R-CNN 2024 ·Bioengineering ·(unknown), (unknown), (unknown), (unknown), (unknown), Tanja Niedermair, Timo Itzel, Pablo Arbeláez, Andreas Teufel, (unknown), Christoph Brochhausen	2
5	430 Training neural networks to identify built environment features for pedestrian safety 2022 ·Abstracts ·(unknown), (unknown), Pablo Arbeláez, Olga L. Sarmiento, (unknown), Quynh Nguyen, Tolga Taşdizen, (unknown), Darío Hidalgo, Stephen J. Mooney, Ana V. Diez Roux, Gina S. Lovasi	1
6	MAIN: Multi-Attention Instance Network for video segmentation 2021 ·King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) ·(unknown), (unknown), (unknown), Ali Thabet, Thomas Brox, Pablo Arbeláez, Bernard Ghanem	0
7	PharmaNet: Pharmaceutical discovery with deep recurrent neural networks 2021 ·PLoS ONE ·Paola Ruiz Puentes, (unknown), Cristina González, Laura Daza, Carolina Muñoz-Camargo, Juan C. Cruz, Pablo Arbeláez	15
8	Design, Screening, and Testing of Non-Rational Peptide Libraries with Antimicrobial Activity: In Silico and Experimental Approaches 2020 ·Antibiotics ·Paola Ruiz Puentes, (unknown), (unknown), (unknown), (unknown), Juan C. Burgos, Pablo Arbeláez, Johann F. Osma, Carolina Muñoz-Camargo, Luis H. Reyes, Juan C. Cruz	21
9	An image J plugin for the high throughput image analysis of in vitro scratch wound healing assays breakdown → 2020 ·PLoS ONE ·Alejandra Suarez‐Arnedo, Felipe Torres Figueroa, (unknown), Pablo Arbeláez, Juan C. Cruz, Carolina Muñoz-Camargo	417
10	Automatic diabetic retinopathy classification 2017 ·(unknown), Pablo Arbeláez	25
11	The three R’s of computer vision: Recognition, reconstruction and reorganization 2016 ·Pattern Recognition Letters ·Jitendra Malik, Pablo Arbeláez, João Carreira, Katerina Fragkiadaki, Ross Girshick, Georgia Gkioxari, Saurabh Gupta, Bharath Hariharan, Abhishek Kar, Shubham Tulsiani	22
12	Learning to segment moving objects in videos 2015 ·Katerina Fragkiadaki, Pablo Arbeláez, Panna Felsen, Jitendra Malik	117
13	Multiscale Combinatorial Grouping breakdown → 2014 ·QRU Quaderns de Recerca en Urbanisme ·Pablo Arbeláez, Jordi Pont-Tuset, (unknown), Ferran Marqués, Jitendra Malik	725
14	Grouping-Based Low-Rank Trajectory Completion and 3D Reconstruction 2014 ·Neural Information Processing Systems ·Katerina Fragkiadaki, (unknown), Pablo Arbeláez, Jitendra Malik	36
15	Automated particle correspondence and accurate tilt-axis detection in tilted-image pairs 2014 ·Journal of Structural Biology ·Maxim Shatsky, Pablo Arbeláez, Bong-Gyoon Han, Dieter Typke, Steven E. Brenner, Jitendra Malik, Robert M. Glaeser	4
16	Automated Tuberculosis Diagnosis Using Fluorescence Images from a Mobile Microscope 2012 ·Lecture notes in computer science ·(unknown), Pablo Arbeláez, Neil A. Switz, Clay Reber, Asa Tapley, J. Lucian Davis, Adithya Cattamanchi, Daniel A. Fletcher, Jitendra Malik	53
17	Semantic contours from inverse detectors breakdown → 2011 ·Bharath Hariharan, Pablo Arbeláez, Lubomir Bourdev, Subhransu Maji, Jitendra Malik	944
18	Experimental evaluation of support vector machine-based and correlation-based approaches to automatic particle selection 2011 ·Journal of Structural Biology ·Pablo Arbeláez, Bong-Gyoon Han, Dieter Typke, Joseph J. Lim, Robert M. Glaeser, Jitendra Malik	18
19	Using contours to detect and localize junctions in natural images 2008 ·Michael Maire, Pablo Arbeláez, Charless C. Fowlkes, Jitendra Malik	251
20	03 - Segmentation d'images couleur par partitions de Voronoï 2004 ·Traitement du signal ·Pablo Arbeláez, Laurent D. Cohen	1

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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