RDF/XML JSON-LD N3/Turtle RDF/JSON
Author profile at the institutional portal

Escudero Vińolo, Marcos marcos.escudero@uam.es

Tecnología electrónica y de las comunicaciones / Universidad Autónoma de Madrid

Publications

Gradient-based class weighting for unsupervised domain adaptation in dense prediction visual tasks

  • Alcover-Couso, Roberto
  • Escudero-Vinolo, Marcos
  • SanMiguel, Juan C
  • Bescos, Jesus

PATTERN RECOGNITION - 1/10/2025

10.1016/j.patcog.2025.111633 View at source

  • ISSN 00313203

Layer-wise model merging for unsupervised domain adaptation in segmentation tasks

  • Alcover-Couso R
  • SanMiguel JC
  • Escudero-Viñolo M
  • Martínez JM

VISUAL COMPUTER (p. 7867-7882) - 1/1/2025

10486/718572 View at source

  • ISSN 14322315

Per-class curriculum for Unsupervised Domain Adaptation in semantic segmentation

  • Alcover-Couso, Roberto
  • Sanmiguel, Juan C
  • Escudero-Vinolo, Marcos
  • Carballeira, Pablo

VISUAL COMPUTER (p. 901-919) - 1/1/2025

10.1007/s00371-024-03373-8 View at source

  • ISSN 14322315

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

Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks

  • R Alcover-Couso
  • JC SanMiguel
  • M Escudero-Viñolo
  • JM Martínez

arXiv preprint arXiv: - 1/1/2024

  • iMarina

Capacity of Urban Green Infrastructure Spaces to Ameliorate Heat Wave Impacts in Mediterranean Compact Cities: Case Study of Granada (South-Eastern Spain)

  • Delgado-Capel, Manuel Jose
  • Carinanos, Paloma
  • Escudero-Vinolo, Marcos

Land - 1/5/2023

10.3390/land12051076 View at source

  • ISSN 2073445X

Attention-based Knowledge Distillation in Scene Recognition: the Impact of a DCT-driven Loss

  • Lopez-Cifuentes, Alejandro
  • Escudero-Vinolo, Marcos
  • Bescos, Jesus
  • San Miguel, Juan C

Ieee Transactions On Circuits And Systems For Video Technology (p. 4769-4783) - 1/1/2023

10.1109/tcsvt.2023.3250031 View at source

  • ISSN 10518215

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

Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification

  • IA Tamé
  • K Sirotkin
  • P Carballeira
  • M Escudero-Viñolo

arXiv preprint arXiv: - 1/1/2023

  • iMarina

Segmentación espacial de secuencias MPEG en el dominio comprimido

  • Marcos Escudero-Viñolo

1/1/2008

  • iMarina

Characterizing a scene recognition model by identifying the effect of input features via semantic-wise attribution

  • Escudero-Viñolo M
  • Bescós J
  • López-Cifuentes A
  • Gajić A

Explainable Deep Learning Ai: Methods And Challenges (p. 55-77) - 1/1/2023

10.1016/b978-0-32-396098-4.00010-7 View at source

Multi-Modal Tracking Using LiDAR and Visual Signals

  • Kumar S
  • Hassan M
  • Escudero-Vinolo M
  • Hannan A
  • Manzoor A
  • Godinho A
  • Pires IM
  • Coelho PJ
... View more Collapse

International Conference On Electrical Engineering, Computer Science And Informatics (Eecsi) (p. 371-378) - 1/1/2024

10.1109/eecsi63442.2024.10776362 View at source

  • ISSN 2407439X

Biased Class disagreement: detection of out of distribution instances by using differently biased semantic segmentation models.

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

Proceedings - 2023 Ieee/Cvf International Conference On Computer Vision Workshops, Iccvw 2023 (p. 4582-4590) - 1/1/2023

10.1109/iccvw60793.2023.00492 View at source

  • ISSN 24739936

The Robust Semantic Segmentation UNCV2023 Challenge Results

  • Yu, Xuanlong
  • Zuo, Yi
  • Wang, Zitao
  • Zhang, Xiaowen
  • Zhao, Jiaxuan
  • Yang, Yuting
  • Jiao, Licheng
  • Peng, Rui
  • Wang, Xinyi
  • Zhang, Junpei
  • Zhang, Kexin
  • Liu, Fang
  • Alcover-Couso, Roberto
  • SanMiguel, Juan C
  • Escudero-Vinolo, Marcos
  • Tian, Hanlin
  • Matsui, Kenta
  • Wang, Tianhao
  • Adan, Fahmy
  • Gao, Zhitong
  • He, Xuming
  • Bouniot, Quentin
  • Moghaddam, Hossein
  • Rai, Shyam Nandan
  • Cermelli, Fabio
  • Masone, Carlo
  • Pilzer, Andrea
  • Ricci, Elisa
  • Bursuc, Andrei
  • Solin, Arno
  • Trapp, Martin
  • Li, Rui
  • Yao, Angela
  • Chen, Wenlong
  • Simpson, Ivor
  • Campbell, Neill D F
  • Franchi, Gianni
... View more Collapse

Proceedings - 2023 Ieee/Cvf International Conference On Computer Vision Workshops, Iccvw 2023 (p. 4620-4630) - 1/1/2023

10.1109/iccvw60793.2023.00496 View at source

  • ISSN 24739936

CCL: CLASS-WISE CURRICULUM LEARNING FOR CLASS IMBALANCE PROBLEMS

  • Escudero-Vinolo, Marcos
  • Lopez-Cifuentes, Alejandro

Proceedings - International Conference On Image Processing, Icip (p. 1476-1480) - 1/1/2022

10.1109/icip46576.2022.9897273 View at source

  • ISSN 15224880

A study on the distribution of social biases in self-supervised learning visual models

  • Sirotkin, Kirill
  • Carballeira, Pablo
  • Escudero-Vinolo, Marcos

Proceedings Of The Ieee Computer Society Conference On Computer Vision And Pattern Recognition (p. 10432-10441) - 1/1/2022

10.1109/cvpr52688.2022.01019 View at source

  • ISSN 10636919

Visualizing the Effect of Semantic Classes in the Attribution of Scene Recognition Models

  • López-Cifuentes A
  • Escudero-Viñolo M
  • Gajić A
  • Bescós J

LECTURE NOTES IN COMPUTER SCIENCE (p. 115-129) - 1/1/2021

10.1007/978-3-030-68796-0_9 View at source

  • ISSN 03029743

A prospective study on sequence-driven temporal sampling and ego-motion compensation for action recognition in the epic-kitchens dataset

  • Alejandro López-Cifuentes, Marcos Escudero-Viñolo, Jesús Bescós

Epic Kitchens Workshop At Cvpr 2020 - 26/8/2020

  • iMarina

Enhancing region-based object tracking with the SP-SIFT feature

  • Navarro Fajardo, Fulgencio
  • Escudero-Vinolo, Marcos
  • Bescos Cano, Jesus

Proceedings - International Workshop On Content-Based Multimedia Indexing (p. 1-4) - 1/1/2014

10.1109/cbmi.2014.6849848 View at source

  • ISSN 19493991

Real-time single-view video event recognition in controlled environments

  • SanMiguel J
  • Escudero-Viñolo M
  • Martínez J
  • Bescós J

Proceedings - International Workshop On Content-Based Multimedia Indexing (p. 91-96) - 6/9/2011

10.1109/cbmi.2011.5972527 View at source

  • ISSN 19493991

Region-based video object segmentation robust to illumination

  • Escudero M
  • Bescós J

11th International Workshop On Image Analysis For Multimedia Interactive Services Wiamis 10 - 15/12/2010

  • iMarina

This researcher has no working papers.

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

TEC2017-88169-R (MobiNetVideo) Análisis de vídeo para implementación práctica de redes de cámaras móviles cooperativas (2018-2020)

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

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

Type of funding: National

  • iMarina

Estrategias de segmentación, detección y seguimiento de objetos en entornos complejos para la detección de eventos en video-vigilancia y monitorización.

  • Andrea Cavallaro (Investigador/a)
  • Garcia Martin, Alvaro (Investigador/a)
  • San Miguel Avedillo, Juan Carlos (Investigador/a)
  • Escudero Viñolo, Marcos (Investigador/a)
  • Valdes Lopez, Victor (Investigador/a)
  • Garcia Garcia, Miguel Angel (Investigador/a)
  • Bescos Cano, Jesus (Investigador/a)
  • Tiburzi Paramio, Fabricio (Investigador/a)
  • Angel Pacheco Almendros (Investigador/a)
  • Martinez Sanchez, Jose Maria (Investigador principal (IP))
... View more Collapse

Period: 01-01-2012 - 31-12-2014

  • iMarina

Detection and segmentation of images with synthetic data

  • Escudero Viñolo, Marcos (Director)
  • San Miguel Avedillo, Juan Carlos (Director) Doctorando: ALCOVER COUSO, ROBERTO

7/2/2025

  • iMarina

Context-driven vision for image and video analysis

  • Escudero Viñolo, Marcos (Autor o Coautor)
  • Bescos Cano, Jesus (Director) Doctorando: López Cifuentes, Alejandro

28/6/2022

  • iMarina

Combining local features and region segmentation: Methods and applications

  • Jesús Bescós Cano (Director)
  • Marcos Escudero Viñolo (Director) Doctorando: Fulgencio Navarro Fajardo

1/1/2020

  • iMarina

Contributions to region-based image and video analysis: Feature aggregation, background subtraction and description constraining

  • Escudero Viñolo, Marcos (Autor o Coautor)
  • Jesús Bescós Cano (Director)
  • Montserrat Pardas Feliu (Director)
  • Luis Salgado Álvarez de Sotomayor (Director)
  • Noele E. O'connor (Director) Doctorando: Marcos Escudero Viñolo

1/1/2016

  • iMarina

This researcher has no patents or software licenses.

Last data update: 11/24/25 9:30 PM