Staff
- Juan Carlos SanMiguel Avedillo
|
Doctor en Ingeniería Informática y de TelecomunicaciónJuan C. San Miguel received the degree in Electrical Engineering (5-years program "Ingeniero de Telecomunicación" degree) in 2006, the Master's degree in Multimedia Signal processing in 2008 (two year program) and the PhD in Computer Science and Telecommunication in 2011, all at Universidad Autónoma of Madrid (UAM). Since 2017, he is associate professor at UAM. He has been undergraduate fellow (2004-2005), scholarship researcher (2005-2008), teaching/research assistant (2008-2012), assistant professor (2012-2015) and interim associate professor (2015-2017). He also was on a postdoctoral Marie Curie IAPP fellowship at Queen Mary University of London (UK) in 2013-2014. He was an academic visitor at the Institute of Computing Technology of the Chinese Academy of Sciences (Beijing, China) in December 2015 and June 2016. |
Tel: +34914976996 Fax: +34914972107
| |
Room: C-205
|
Recent publications
Journals
- Guillermo García-Cobo, Juan C. SanMiguel: "Human skeletons and change detection for efficient violence detection in surveillance videos", Computer Vision and Image Understanding, 23 (1): pp. 1-11, August 2023, ISSN 1077-3142
- Alejandro Lopez, Marcos Escudero, Jesús Bescós, Juan C. SanMiguel: "Attention-based Knowledge Distillation in Scene Recognition: the Impact of a DCT-driven Loss", IEEE Transactions on Circuits and Systems for Video Technology, 0 (0): , February 2023, ISSN 1051-8215 (En prensa)
- Roberto Alcover, Juan C. SanMiguel, Marcos Escudero, Alvaro Garcia-Martin: "On exploring weakly supervised domain adaptation strategies for semantic segmentation using synthetic data", Multimedia Tools and Applications, 0 (0): , February 2023, ISSN 1380-7501 (En prensa)
- Elena Luna, Juan C. SanMiguel, Jose M. Martinez, Pablo Carballeira: "Graph Neural Networks for Cross-Camera Data Association", IEEE Transactions on Circuits and Systems for Video Technology, 0 (0): , September 2022, ISSN 1051-8215 (En prensa)
- Lukas Uzolas, Javier Rico, Pierrick Coupé, Juan C. SanMiguel, Gyorgy Cserey: "Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images", IEEE ACCESS, 10 (0): pp. 50090-50098, June 2022, ISSN 2169-3536
- Elena Luna, Juan C. SanMiguel, Jose M. Martinez, Marcos Escudero: "Online clustering-based multi-camera vehicle tracking in scenarios with overlapping FOVs", Multimedia Tools and Applications, 2022 (81): pp. 7063-7083, January 2022, ISSN 1380-7501
- Diego Ortego, Juan C. SanMiguel, Jose M. Martinez: "Hierarchical improvement of foreground segmentation masks in background subtraction", IEEE Transactions on Circuits and Systems for Video Technology, 21 (6): pp. 1645-1658, June 2019, ISSN 1051-8215
- Alvaro Garcia-Martin, Juan C. SanMiguel, Jose M. Martinez: "Coarse-to-fine adaptive people detection for video sequences by maximizing mutual information", Sensors, 1 (4): pp. 1-22, January 2019, ISSN 1424-8220 (JCR 2017 - Indice de impacto: 2.475). (En prensa)
- Rafael Martin, Alvaro Garcia-Martin, Juan C. SanMiguel, Jose M. Martinez: "Enhancing Multi-Camera People Detection by Online Automatic Parametrization Using Detection Transfer and Self-Correlation Maximization", Sensors, 18 (4385): , December 2018, ISSN 1424-8220
- Elena Luna, Juan C. SanMiguel, Diego Ortego, Jose M. Martinez: "Abandoned Object Detection in Video-Surveillance: Survey and Comparison", Sensors, 18 (12): pp. 4290-, December 2018, ISSN 1424-8220
Conferences
- Roberto Alcover, Juan C. SanMiguel, Marcos Escudero: "Biased Class disagreement: detection of out of distribution instances by using differently biased semantic segmentation models", en IEEE International Conference on Computer Vision Workshops 2023, Workshop on Uncertainty Quantification for Computer Vision, IEEE explore / CVF, Paris (Francia), 2023,
- Juan C. SanMiguel, Jorge Muñoz, Fabio Poiesi: "Detection-aware multi-object tracking evaluation", en 2022 18th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), IEEE Explore, Madrid, 2022, pp. 1-8
- Diego Ortego, Kevin McGuinness, Juan C. SanMiguel, Eric Arazo, Noel E. O’Connor, Jose M. Martinez: "On guiding video object segmentation", en 19th International Workshop on Content-Based Multimedia Indexing, IEEExplore, IEEE Computer Society, Dublin, Ireland, 2019, pp. 1-6
- Elena Luna, Paula Moral, Juan C. SanMiguel, Alvaro Garcia-Martin, Jose M. Martinez: "VPULab participation at AI City Challenge 2019", en IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, CVF Open Access, Long Beach (CA, EEUU), 2019, pp. 343-352
- Elena Luna, Diego Ortego, Juan C. SanMiguel, Jose M. Martinez: "Multi-target Tracking from Unmanned Aerial Vehicles", en 23rd Iberoamerican Congress on Pattern Recognition, Late Breaking Works, Madrid (Spain), 2018,