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Author profile at the institutional portal

Garcia Martin, Alvaro alvaro.garcia@uam.es

Tecnología electrónica y de las comunicaciones / Universidad Autónoma de Madrid

Publications

Unsupervised Class Generation to Expand Semantic Segmentation Datasets

  • Montalvo, Javier
  • Garcia-Martin, Alvaro
  • Carballeira, Pablo
  • SanMiguel, Juan C

JOURNAL OF IMAGING - 22/5/2025

  • ISSN 2313433X
  • iMarina

Improved transferability of self-supervised learning models through batch normalization finetuning

  • Sirotkin, Kirill
  • Escudero-Vinolo, Marcos
  • Carballeira, Pablo
  • Garcia-Martin, Alvaro

APPLIED INTELLIGENCE (p. 11281-11294) - 15/8/2024

10486/717766 View at source

  • ISSN 0924669X

An image-processing toolkit for remote photoplethysmography

  • Montalvo J
  • García-Martín Á
  • Martínez JM

Multimedia Tools And Applications (p. 17041-17050) - 1/1/2024

10.1007/s11042-024-19414-2 View at source

  • ISSN 13807501

Test-Time Adaptation for Keypoint-Based Spacecraft Pose Estimation Based on Predicted-View Synthesis

  • Perez-Villar, Juan Ignacio Bravo
  • Garcia-Martin, Alvaro
  • Bescos, Jesus
  • Sanmiguel, Juan Carlos

Ieee Transactions On Aerospace And Electronic Systems (p. 6752-6764) - 1/1/2024

10.1109/taes.2024.3410956 View at source

  • ISSN 00189251

Enhancing vehicle re-identification via synthetic training datasets and re-ranking based on video-clips information

  • Moral, P
  • García-Martín, A
  • Martínez, JM
  • Bescós, J

Multimedia Tools And Applications (p. 36815-36835) - 21/3/2023

10.1007/s11042-023-14511-0 View at source

  • ISSN 13807501

Exploiting semantic segmentation to boost reinforcement learning in video game environments

  • Montalvo, Javier
  • Garcia-Martin, Alvaro
  • Bescos, Jesus

Multimedia Tools And Applications (p. NULL-10979) - 1/3/2023

10.1007/s11042-022-13695-1 View at source

  • ISSN 13807501

On exploring weakly supervised domain adaptation strategies for semantic segmentation using synthetic data

  • Alcover-Couso, Roberto
  • SanMiguel, Juan C
  • Escudero-Vinolo, Marcos
  • Garcia-Martin, Alvaro

Multimedia Tools And Applications (p. 35879-35911) - 1/1/2023

10.1007/s11042-023-14662-0 View at source

  • ISSN 13807501

Spacecraft Pose Estimation: Robust 2D and 3D-Structural Losses and Unsupervised Domain Adaptation by Inter-Model Consensus

  • Perez-Villar, Juan Ignacio Bravo
  • Garcia-Martin, Alvaro
  • Bescos, Jesus
  • Escudero-Vinolo, Marcos

Ieee Transactions On Aerospace And Electronic Systems (p. 2515-2525) - 1/1/2023

10.1109/taes.2023.3306731 View at source

  • ISSN 00189251

El desarrollo de las smart cities o la personalización de campañas de marketing son claros ejemplos hoy de la aplicación de la ia en el mundo empresarial

  • García Martín, Alvaro

Revista Apd: Asociación Para El Progreso De La Dirección (p. 38-40) - 1/1/2023

  • ISSN 18861709
  • iMarina

Towards automatic waste containers management in cities via computer vision: containers localization and geo-positioning in city maps

  • Moral, Paula
  • Garcia-Martin, Alvaro
  • Escudero-Vinolo, Marcos
  • Martinez, Jose M
  • Bescos, Jesus
  • Penuela, Jesus
  • Carlos Martinez, Juan
  • Alvis, Gonzalo
... View more Collapse

Waste Management (p. 59-68) - 1/10/2022

10.1016/j.wasman.2022.08.007 View at source

  • ISSN 0956053X

This researcher has no books.

Performance Evaluation in Video-Surveillance Systems: The EventVideo Project Evaluation Protocols

  • Sanmiguel JC
  • García-Martín Á
  • Martínez JM

Intelligent Multimedia Surveillance: Current Trends And Research (p. 171-192) - 1/11/2013

10.1007/978-3-642-41512-8_9 View at source

Multi-modal Brain MRI Synthesis with nnU-Net: Exploring Segmentation Performance and Cross-Modality Relationships

  • Diana-Albelda, Cecilia
  • Longuefosse, Arthur
  • García-Martín, Álvaro
  • Bescos, Jesus

International Workshop On Simulation And Synthesis In Medical Imaging (p. 52-62) - 1/1/2026

10.1007/978-3-032-05573-6_6 View at source

A Data-Centric Approach to Pedestrian Attribute Recognition: Synthetic Augmentation via Prompt-Driven Diffusion Models

  • Alonso A
  • Chaudhry SA
  • Sanmiguel JC
  • Garcia-Martin A
  • Ayuso-Albizu P
  • Carballeira P

Proceedings - Ieee International Conference On Advanced Video And Signal-Based Surveillance, Avss (p. 1-6) - 1/1/2025

10.1109/avss65446.2025.11149642 View at source

  • ISSN 26436213

Inteligencia artificial y radiómica para diferenciar lipoma de tumor lipomatoso atípico en la resonancia magnética

  • Alberto Ramírez García-Mina, Luz M. Morán Blanco, Álvaro García-Martín, Ricardo A. Corredor Jerez, Rut Bernal León, Ezgi Dinc, Javier Pintado Murillo, Chao Yuan Li Cai, Ana Royuela Vicente

37th Congreso Nacional Seram (p. 1-22) - 22/5/2024

  • iMarina

Self-supervised Monocular Depth Estimation on Unseen Synthetic Cameras

  • Diana-Albelda, Cecilia
  • Bravo Perez-Villar, Juan Ignacio
  • Montalvo, Javier
  • Garcia-Martin, Alvaro
  • Bescos Cano, Jesus

Lecture Notes In Computer Science (p. 449-463) - 1/1/2024

10.1007/978-3-031-49018-7_32 View at source

  • ISSN 03029743

Vehicle Re-Identification Based on Unsupervised Domain Adaptation by Incremental Generation of Pseudo-Labels

  • Moral P
  • García-Martín Á
  • Martínez JM

Lecture Notes In Computer Science (p. 76-89) - 1/1/2024

10.1007/978-3-031-49018-7_6 View at source

  • ISSN 03029743

Long-Term Geo-Positiones Re-Identification Dataset Of Urban Elements

  • Moral P
  • García-Martín Á
  • Martínez JM

Proceedings - International Conference on Image Processing, ICIP (p. 124-130) - 1/1/2024

10486/721024 View at source

  • ISSN 15224880

How SAM Perceives Different mp-MRI Brain Tumor Domains?

  • Diana-Albelda, Cecilia
  • Alcover-Couso, Roberto
  • Garcia-Martin, Alvaro
  • Bescos, Jesus

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (p. 4959-4970) - 1/1/2024

10.1109/cvprw63382.2024.00501 View at source

  • ISSN 21607516

Synthmanticlidar: A Synthetic Dataset For Semantic Segmentation On Lidar Imaging

  • Montalvo J
  • Carballeira P
  • García-Martín Á

Proceedings - International Conference on Image Processing, ICIP (p. 137-143) - 1/1/2024

10486/721154 View at source

  • ISSN 15224880

Vehicle Re-Identification Based on Unsupervised Domain Adaptation by Incremental Generation of Pseudo-Labels

  • Moral, Paula
  • Garcia-Martin, Alvaro
  • Martinez, Jose M

Progress In Pattern Recognition, Image Analysis, Computer Vision, And Applications. Ciarp 2023 (p. 76-89) - 1/1/2024

10486/717668 View at source

Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination

  • JIB Pérez-Villar
  • Á García-Martín
  • J Bescós

Eccv 2022: Computer Vision – Eccv 2022 Workshops (p. 37-52) - 15/2/2023

10.1007/978-3-031-25056-9_3 View at source

Event detection for the TRECVID 2009 video surveillance dataset: the VPULAB-UAMLab-UAM contribution

  • Álvaro García Martín
  • Juan C. SanMiguel
  • Víctor Fernández-Carbajales
  • Miguel Ángel García
  • José M. Martínez

1/10/2009

  • iMarina

This researcher has no technical reports.

RECOLECCIÓN DE DATOS VISUALES: PERMITIENDO LA VISIÓN POR COMPUTADOR EN ESCENARIOS CON DATOS DESFAVORABLES

  • ALCOVER COUSO, ROBERTO (Miembro del equipo de trabajo)
  • MONTALVO RODRIGO, JAVIER (Miembro del equipo de trabajo)
  • Garcia Garcia, Miguel Angel (Investigador/a)
  • Escudero Viñolo, Marcos (Investigador/a)
  • Carballeira López, Pablo (Investigador/a)
  • Bescos Cano, Jesus (Investigador/a)
  • San Miguel Avedillo, Juan Carlos (Investigador/a)
  • Martinez Sanchez, Jose Maria (Investigador principal (IP))
  • Garcia Martin, Alvaro (Investigador principal (IP))
... View more Collapse

Period: 01-09-2022 - 31-08-2025

Type of funding: National

Amount of funding: 117370,00 Euros.

  • iMarina

Geoposicionamiento y valoración de elementos urbanos mediante visión artificial

  • Carballeira López, Pablo (Investigador/a)
  • Garcia Martin, Alvaro (Investigador principal (IP))
  • Escudero Viñolo, Marcos (Investigador principal (IP))
  • San Miguel Avedillo, Juan Carlos (Investigador/a)
  • Martinez Sanchez, Jose Maria (Investigador/a)
  • Bescos Cano, Jesus (Investigador/a)

Period: 01-01-2022 - 31-12-2024

Type of funding: National

Amount of funding: 96600,00 Euros.

  • iMarina

Sistema de apoyo a la anotación de contenedores de basura a partir del análisis automático de secuencias de video

  • Garcia Martin, Alvaro (Investigador principal (IP))
  • Escudero Viñolo, Marcos (Investigador principal (IP))

Period: 01-10-2020 - 31-01-2022

Type of funding: Regional

Amount of funding: 41346,93 Euros.

  • iMarina

Aiding diagnosis by self-supervised deep learning from unlabeled medical imaging

  • Escudero Viñolo, Marcos (Investigador principal (IP))
  • Martinez Sanchez, Jose Maria (Investigador/a)
  • Garcia Martin, Alvaro (Investigador/a)
  • Carballeira López, Pablo (Investigador principal (IP))
  • Bescos Cano, Jesus (Investigador/a)
  • San Miguel Avedillo, Juan Carlos (Investigador/a)
  • SIROTKIN, KIRILL (Investigador/a)
... View more Collapse

Period: 01-01-2020 - 31-03-2022

Type of funding: Regional

Amount of funding: 44679,04 Euros.

  • iMarina

HACIA UNA PROPUESTA HORIZON EUROPE EN EL ANÁLISIS DE VÍDEO PARA IMPLEMENTACIÓN PRÁCTICA DE REDES DE CÁMARAS MÓVILES COOPERATIVAS

  • LUNA GARCIA, ELENA (Investigador/a)
  • Carballeira López, Pablo (Investigador/a)
  • Garcia Martin, Alvaro (Investigador/a)
  • Bescos Cano, Jesus (Investigador/a)
  • Escudero Viñolo, Marcos (Investigador/a)
  • San Miguel Avedillo, Juan Carlos (Investigador/a)
  • Martinez Sanchez, Jose Maria (Investigador principal (IP))
... View more Collapse

Period: 01-06-2019 - 31-05-2021

  • iMarina

ANALISIS DE VIDEO PARA IMPLEMENTACION PRACTICA DE REDES DE CAMARAS MOVILES COOPERATIVAS

  • Carballeira López, Pablo (Investigador/a)
  • Garcia Garcia, Miguel Angel (Investigador/a)
  • San Miguel Avedillo, Juan Carlos (Investigador principal (IP))
  • Martinez Sanchez, Jose Maria (Investigador principal (IP))
  • Escudero Viñolo, Marcos (Investigador/a)
  • GARCIA GARCIA MIGUEL ANGEL (Miembro del equipo de investigación)
  • MARTIN SANCHEZ, MARIA (Miembro del equipo de investigación)
  • Bescos Cano, Jesus (Miembro del equipo de investigación)
... View more Collapse

Period: 01-01-2018 - 31-12-2020

  • iMarina

2017/YERUN/02 (SOFDL) Segmentación Objeto-Fondo basado en técnicas de aprendizaje automático Deep Learning

  • Alvaro García Martín (Investigador principal (IP))
  • Garcia Martin, Alvaro (Investigador/a)

Period: 01-06-2017 - 31-12-2018

  • iMarina

2015/ASIA/12 (SARADL) Sistema de análisis de video para reconocimiento de actividades basado en técnicas de aprendizaje automático Deep learning

  • Garcia Martin, Alvaro (Investigador/a)

Period: 01-01-2015 - 31-12-2016

  • iMarina

TEC2014-53176-R (HAvideo) Análisis de alta disponibilidad para interpretación de comportamientos de personas en secuencias de vídeo

  • Garcia Martin, Alvaro (Investigador/a)

Period: 01-01-2015 - 31-12-2017

  • iMarina

ANALISIS DE ALTA DISPONIBILIDAD PARA INTERPRETACION DE COMPORTAMIENTOS DE PERSONAS EN SECUENCIAS DE VIDEO

  • Garcia Martin, Alvaro (Investigador/a)
  • Garcia Garcia, Miguel Angel (Investigador/a)
  • Bescos Cano, Jesus (Investigador/a)
  • Salgado Alvarez de Sotomayor, Luis (Investigador/a)
  • San Miguel Avedillo, Juan Carlos (Investigador/a)
  • Martinez Sanchez, Jose Maria (Investigador principal (IP))

Period: 01-01-2015 - 31-12-2017

Type of funding: National

Amount of funding: 190575,00 Euros.

  • iMarina

Strategies for the generation and exploitation of synthetic training data in pixel-level computer vision

  • Carballeira López, Pablo (Director)
  • Garcia Martin, Alvaro (Director) Doctorando: MONTALVO RODRIGO, JAVIER

20/3/2025

  • iMarina

Robust and adaptable monocular pose estimation of non-cooperative spacecraft

  • Bescos Cano, Jesus (Director)
  • Garcia Martin, Alvaro (Director) Doctorando: Bravo Pérez-Villar, Juan Ignacio

3/3/2025

  • iMarina

Object detection for video-monitoring using fixed multi-camera systems

  • Martinez Sanchez, Jose Maria (Director)
  • Garcia Martin, Alvaro (Director)
  • Martin Nieto, Rafael (Autor o Coautor)
  • Bescos Cano, Jesus (Autor o Coautor) Doctorando: Rafael Martin Nieto

14/9/2018

  • iMarina

Detección y seguimiento de personas en entornos controlados para vídeo-monitorización a largo plazo

  • Jose M Martinez Sanchez
  • Alvaro Garcia Martin (Codirector)
  • Garcia Martin, Alvaro (Director) Doctorando: Rafael Martin Nieto

14/9/2018

  • iMarina

Contributions to robust people detection in video-surveillance

  • Alvaro García Martín (Director)
  • Martinez Sanchez, Jose Maria (Autor o Coautor)
  • Bescos Cano, Jesus (Autor o Coautor) Doctorando: Alvaro García Martín

1/1/2013

  • iMarina

This researcher has no patents or software licenses.

Last data update: 11/24/25 9:45 PM