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Computer Science
Spain
2025

D-Index & Metrics

Computer Science

D-Index
55
Citations
16401
World Ranking
4219
National Ranking
56

Research.com Recognitions

  • 2025 - Research.com Computer Science in Spain Leader Award
  • 2022 - Research.com Computer Science in Spain Leader Award
  • 2009 - ACM Senior Member

Overview

Antonio M. López is affiliated with the Autonomous University of Barcelona in Spain and has contributed extensively to the field of computer science, with particular emphasis on computer vision and pattern recognition. Their work spans several subfields including artificial intelligence, automotive engineering, media technology, and genetics.

The primary research topics covered by López include:

  • Advanced Neural Network Applications
  • Domain Adaptation and Few-Shot Learning
  • Advanced Vision and Imaging
  • Autonomous Vehicle Technology and Safety
  • Multimodal Machine Learning Applications
  • Image Processing Techniques and Applications
  • Video Surveillance and Tracking Methods

Recent publications by Antonio M. López demonstrate a focus on autonomous driving, semantic segmentation, and artificial intelligence applications within medical imaging and intervention. Notable papers include:

  • "Multimodal End-to-End Autonomous Driving" (2020), published in IEEE Transactions on Intelligent Transportation Systems
  • "Distributed Learning and Inference With Compressed Images" (2021), published in IEEE Transactions on Image Processing
  • "Exploring the effects of synthetic data generation: a case study on autonomous driving for semantic segmentation" (2025), published in The Visual Computer
  • "CIRSE Position Paper on Artificial Intelligence in Interventional Radiology" (2023), published in CardioVascular and Interventional Radiology
  • "Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models" (2023), published in Sensors

Frequent research collaborators include José Luis Sancho Gómez, Akhil Gurram, Onay Urfalıoǧlu, Gabriel Villalonga, and Yi Xiao, indicating significant co-authorship in various domains related to López's expertise.

López's work is often disseminated in well-known venues, reflecting sustained contributions in both academic and applied aspects of computer science. These venues include:

  • arXiv (Cornell University)
  • 44 Congreso de la Sociedad Española de Endoscopia Digestiva Abstracts Publication
  • IEEE Transactions on Intelligent Transportation Systems
  • Sensors
  • Anthropology and Ethnology Open Access Journal

Over the course of their career, López has been recognized as an ACM Senior Member since 2009, which marks a professional distinction in the computing community.

Best Publications

  • The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes

    German Ros;Laura Sellart;Joanna Materzynska;David Vazquez

  • CARLA: An Open Urban Driving Simulator

    Alexey Dosovitskiy;Germán Ros;Felipe Codevilla;Antonio M. López

  • Survey of Pedestrian Detection for Advanced Driver Assistance Systems

    David Gerónimo;Antonio M López;Angel D Sappa;Thorsten Graf

  • End-to-End Driving Via Conditional Imitation Learning

    Felipe Codevilla;Matthias Miiller;Antonio Lopez;Vladlen Koltun

  • A benchmark for endoluminal scene segmentation of colonoscopy images

    David Vázquez;David Vázquez;Jorge Bernal;F. Javier Sánchez;Gloria Fernández-Esparrach

  • Exploring the Limitations of Behavior Cloning for Autonomous Driving

    Felipe Codevilla;Eder Santana;Antonio Lopez;Adrien Gaidon

  • Road Detection Based on Illuminant Invariance

    José M Álvarez Alvarez;Antonio M Ĺopez

  • Color attributes for object detection

    Fahad Shahbaz Khan;Rao Muhammad Anwer;Joost van de Weijer;Andrew D. Bagdanov

  • Evaluation of methods for ridge and valley detection

    A.M. Lopez;F. Lumbreras;J. Serrat;J.J. Villanueva

  • Pedestrian Detection at Day/Night Time with Visible and FIR Cameras: A Comparison

    Alejandro González;Zhijie Fang;Yainuvis Socarras;Joan Serrat

  • Road scene segmentation from a single image

    Jose M. Alvarez;Theo Gevers;Yann LeCun;Antonio M. Lopez

  • Multimodal End-to-End Autonomous Driving

    Yi Xiao;Felipe Codevilla;Akhil Gurram;Onay Urfalioglu

  • Virtual and Real World Adaptationfor Pedestrian Detection

    David Vázquez;Antonio M. Lopez;Javier Marín;Daniel Ponsa

  • Learning appearance in virtual scenarios for pedestrian detection

    Javier Marin;David Vazquez;David Geronimo;Antonio M. Lopez

  • Embedded Real-time Stereo Estimation via Semi-Global Matching on the GPU

    Unknown

  • Random Forests of Local Experts for Pedestrian Detection

    Javier Marin;David Vazquez;Antonio M. Lopez;Jaume Amores

  • End-to-end Driving via Conditional Imitation Learning

    Felipe Codevilla;Matthias Müller;Antonio López;Vladlen Koltun

  • Unsupervised co-segmentation through region matching

    Jose C. Rubio;Joan Serrat;Antonio Lopez;Nikos Paragios

  • Self-supervised Domain Adaptation for Computer Vision Tasks

    Jiaolong Xu;Liang Xiao;Antonio M. Lopez

  • Coloring Action Recognition in Still Images

    Fahad Shahbaz Khan;Rao Muhammad Anwer;Joost Weijer;Andrew D. Bagdanov

  • Association Between Time to Reperfusion and Outcome Is Primarily Driven by the Time From Imaging to Reperfusion

    Marc Ribo;Carlos A. Molina;Erik Cobo;Neus Cerdà

  • Vision-Based Offline-Online Perception Paradigm for Autonomous Driving

    German Ros;Sebastian Ramos;Manuel Granados;Amir Bakhtiary

  • Multilocal creaseness based on the level-set extrinsic curvature

    Antonio M. Lôpez;David Lloret;Joan Serrat;Juan J. Villanueva

Frequent Co-Authors

Joan Serrat
Joan Serrat Universitat Politècnica de Catalunya
Joost van de Weijer
Joost van de Weijer Autonomous University of Barcelona
Theo Gevers
Theo Gevers University of Amsterdam
Fadi Dornaika
Fadi Dornaika Ikerbasque
Adrien Gaidon
Adrien Gaidon Stanford University
Vladlen Koltun
Vladlen Koltun Apple (United States)
Alexey Dosovitskiy
Alexey Dosovitskiy Google (United States)
Andrew D. Bagdanov
Andrew D. Bagdanov University of Florence
Fahad Shahbaz Khan
Fahad Shahbaz Khan Mohamed bin Zayed University of Artificial Intelligence
Aggelos K. Katsaggelos
Aggelos K. Katsaggelos Northwestern University

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