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San Miguel Avedillo, Juan Carlos juancarlos.sanmiguel@uam.es

Tecnología electrónica y de las comunicaciones / Universidad Autónoma de Madrid

Publications

Soft-Labelling for Budget-Constrained Semantic Segmentation: Bringing Coherence to label Down-Sampling

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

Computational Visual Media (p. 765-785) - 1/6/2026

10.26599/cvm.2025.9450470 View at source

  • ISSN 20960662

Unsupervised Class Generation to Expand Semantic Segmentation Datasets

  • Montalvo, J
  • García-Martín, A
  • Carballeira, P
  • SanMiguel, JC

JOURNAL OF IMAGING - 22/5/2025

10.3390/jimaging11060172 View at source

  • ISSN 2313433X

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

  • Alcover-Couso, R
  • Escudero-Viñolo, M
  • SanMiguel, JC
  • Bescos, J

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

Controlling semantics of diffusion-augmented data for unsupervised domain adaptation

  • Ridley H
  • Alcover-Couso R
  • SanMiguel JC

IET Computer Vision - 1/1/2025

10.1049/cvi2.70002 View at source

  • ISSN 17519632

Human skeletons and change detection for efficient violence detection in surveillance videos

  • Garcia-Cobo G
  • SanMiguel JC

Computer Vision And Image Understanding - 1/8/2023

10.1016/j.cviu.2023.103739 View at source

  • ISSN 10773142

Graph Neural Networks for Cross-Camera Data Association

  • Luna, E
  • SanMiguel, JC
  • Martínez, JM
  • Carballeira, P

Ieee Transactions On Circuits And Systems For Video Technology (p. 589-601) - 1/2/2023

10.1109/tcsvt.2022.3207223 View at source

  • ISSN 10518215

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

  • López-Cifuentes, A
  • Escudero-Viñolo, M
  • Bescós, J
  • San Miguel, JC

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, R
  • SanMiguel, JC
  • Escudero-Viñolo, M
  • Garcia-Martin, A

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

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

  • ISSN 13807501

This researcher has no books.

Diseño de actividades y evaluación del trabajo individual en grupo para prácticas de programación en asignaturas de grado en Ingenierías

  • San Miguel Avedillo, Juan Carlos

I Congreso Internacional De Investigación, Transferencia E Innovación En Educación (p. 146-147) - 1/1/2022

  • iMarina

Performance Evaluation Of Single Object Visual Tracking: Methodology, Dataset And Experiments

  • SanMiguel J
  • Martínez J
  • Lozano M

Surveillance Systems: Design, Applications and Technology (p. 107-142) - 1/1/2017

  • iMarina

Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework

  • Diego Ortego
  • Marlon Rodríguez
  • Mario Almagro
  • Kunal Dahiya
  • David Jiménez
  • Juan Carlos SanMiguel

Proceedings of the AAAI Conference on Artificial Intelligence (p. 24630-24638) - 18/3/2026

10.1609/aaai.v40i29.39647 View at source

MIRAGE: Retrieval and Generation of Multimodal Images and Texts for Medical Education

  • Benito, Miguel Díaz
  • Diana-Albelda, Cecilia
  • García-Martín, Álvaro
  • Bescos, Jesus
  • Viñolo, Marcos Escudero
  • SanMiguel, Juan Carlos

Applications Of Medical Artificial Intelligence. Amai 2025 (p. 103-112) - 2/1/2026

10.1007/978-3-032-09569-5_11 View at source

Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models

  • Marcos-Manchón, P
  • Alcover-Couso, R
  • SanMiguel, JC
  • Martínez, JM

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (p. 9242-9252) - 1/1/2024

10.1109/cvpr52733.2024.00883 View at source

  • ISSN 10636919

Detection-aware multi-object tracking evaluation

  • Sanmiguel JC
  • Muñoz J
  • Poiesi F

AVSS 2022 - 18th IEEE International Conference on Advanced Video and Signal-Based Surveillance - 1/1/2022

10486/711251 View at source

On guiding video object segmentation

  • Ortego D
  • McGuinness K
  • Sanmiguel J
  • Arazo E
  • Martinez J
  • O'Connor N

Proceedings - International Workshop on Content-Based Multimedia Indexing - 1/9/2019

10.1109/cbmi.2019.8877438 View at source

  • ISSN 19493991

VisDrone-VDT2018: The vision meets drone video detection and tracking challenge results

  • Zhu, PF
  • Wen, LY
  • Du, DW
  • Bian, X
  • Ling, HB
  • Hu, QH
  • Wu, HT
  • Nie, QQ
  • Cheng, H
  • Liu, CF
  • Liu, XY
  • Ma, WY
  • Wang, LJ
  • Schumann, A
  • Wang, D
  • Ortego, D
  • Luna, E
  • Michail, E
  • Bochinski, E
  • Ni, F
  • Bunyak, F
  • Zhang, GG
  • Seetharaman, G
  • Li, GR
  • Yu, HY
  • Kompatsiaris, I
  • Zhao, JF
  • Gao, J
  • Martínez, JM
  • San Miguel, JC
  • Palaniappan, K
  • Avgerinakis, K
  • Sommer, L
  • Lauer, M
  • Liu, MK
  • Al-Shakarji, NM
  • Acatay, O
  • Giannakeris, P
  • Zhao, QJ
  • Ma, QH
  • Huang, QM
  • Vrochidis, S
  • Sikora, T
  • Senst, T
  • Song, W
  • Tian, W
  • Zhang, WH
  • Zhao, YY
  • Bai, YD
  • Wu, YN
  • Wang, YT
  • Li, YX
  • Pi, ZL
  • Ma, ZM
... View more Collapse

LECTURE NOTES IN COMPUTER SCIENCE (p. 496-518) - 1/1/2019

10.1007/978-3-030-11021-5_29 View at source

  • ISSN 03029743

Rejection based multipath reconstruction for background estimation in SBMnet 2016 dataset

  • Ortego D
  • Sanmiguel J
  • Martínez J

Proceedings - International Conference on Pattern Recognition (p. 114-119) - 1/1/2016

10.1109/icpr.2016.7899618 View at source

  • ISSN 10514651

MULTI-FEATURE STATIONARY FOREGROUND DETECTION FOR CROWDED VIDEO-SURVEILLANCE

  • Ortego, D
  • SanMiguel, JC

Proceedings - International Conference On Image Processing, Icip (p. 2403-2407) - 28/1/2014

10.1109/icip.2014.7025486 View at source

  • ISSN 15224880

Stationary foreground detection for video-surveillance based on foreground and motion history images

  • Ortego, D
  • SanMiguel, JC

2013 10th Ieee International Conference On Advanced Video And Signal Based Surveillance, Avss 2013 (p. 75-80) - 1/1/2013

10.1109/avss.2013.6636619 View at source

STANDALONE EVALUATION OF DETERMINISTIC VIDEO TRACKING

  • SanMiguel, JC
  • Cavallaro, A
  • Martínez, JM

Proceedings - International Conference On Image Processing, Icip (p. 1353-1356) - 1/12/2012

10.1109/icip.2012.6467119 View at source

  • ISSN 15224880

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

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

  • SIROTKIN, KIRILL (Investigador/a)
  • 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)
... View more Collapse

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

Type of funding: Regional

Amount of funding: 44679,04 Euros.

  • iMarina

DOCTORADO CONJUNTO EN TRATAMIENTO DE IMÁGENES Y VISIÓ ARTIFICIAL

  • Martinez Sanchez, Jose Maria (Investigador/a)
  • Bescos Cano, Jesus (Investigador principal (IP))
  • San Miguel Avedillo, Juan Carlos (Investigador/a)

Period: 01-06-2019 - 31-12-2020

  • 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

Sistema de Análisis de vídeo para Reconocimiento de Actividades basado en técnicas de aprendizaje automático Deep Learning (SARADL)

  • San Miguel Avedillo, Juan Carlos (Investigador principal (IP))

Period: 01-06-2015 - 31-12-2016

Type of funding: Regional

Amount of funding: 12000,00 Euros.

  • 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

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

Red temática en codificación y transmisión de contenidos multimedia

  • San Miguel Avedillo, Juan Carlos (Investigador principal (IP))

Period: 01-10-2011 - 01-10-2012

  • iMarina

Red temática en codificación y transmisión de contenidos multimedia

  • San Miguel Avedillo, Juan Carlos (Investigador principal (IP))

Period: 01-10-2008 - 01-10-2009

  • iMarina

Estrategias de análisis en vivo de secuencias de vídeo para indexación semántica y acceso personalizado.

  • Bescos Cano, Jesus (Investigador/a)
  • Angel Pacheco Almendros (Investigador/a)
  • San Miguel Avedillo, Juan Carlos (Investigador principal (IP))
  • Martinez Sanchez, Jose Maria (Investigador principal (IP))
  • Lopez Hernandez, Fernando (Investigador/a)
  • Saul Labajo Izquierdo (Investigador/a)
  • Garcia Garcia, Miguel Angel (Investigador/a)
  • Herranz Arribas, Luis (Investigador/a)
... View more Collapse

Period: 10-01-2007 - 30-09-2010

  • 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

Deep learning-based multi-target association for single and multi-camera tracking

  • Juan Carlos San Miguel Avedillo (Director)
  • José María Martínez Sánchez (Director) Doctorando: Elena Luna García

1/1/2023

  • iMarina

Quality-driven video analysis for the improvement of foreground segmentation

  • San Miguel Avedillo, Juan Carlos (Director)
  • Martinez Sanchez, Jose Maria (Director)
  • ORTEGO HERNANDEZ, DIEGO (Autor o Coautor)
  • Bescos Cano, Jesus (Autor o Coautor) Doctorando: Diego Ortego Hernandez

15/6/2018

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/13/26 10:18 PM