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Identification

Personal identification

Full name
Brais Cancela Barizo

Citation names

  • Barizo, Brais

Author identifiers

Ciência ID
A61B-6656-CF1D
ORCID iD
0000-0002-2295-4142

Languages

Language Speaking Reading Writing Listening Peer-review
Galician Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Portuguese Intermediate (B1) Advanced (C1) Beginner (A1) Intermediate (B1)
Education
Degree Classification
2015
Concluded
 Doutorado en Intelixencia Artificial e Ciencias da Computación (Doctor)
Universidade da Coruña, Spain
"Understanding target trajectory behavior: a dynamic scene modeling approach" (THESIS/DISSERTATION)
 Cum Laude
2010
Concluded
 Mestrado en Enxeñería Matemática (Master)
Universidade da Coruña, Spain
"Ruido provocado por las exhaustaciones del motor de un buque de transporte" (THESIS/DISSERTATION)
 SB
2010
Concluded
 Mestrado en Ciencias da Computación e Intelixencia Artificial (Master)
Universidade da Coruña, Spain
"Using the minimal path to distinguish between arteries and veins in eye fundus images" (THESIS/DISSERTATION)
 SB
2009
Concluded
 Ingeniería Informática (Licenciatura)
Universidade da Coruña, Spain
"Localización del camino mínimo mediante la utilización de modelos deformables" (THESIS/DISSERTATION)
 MH
Affiliation

Others

Category
Host institution 		Employer
2017/02/01 - 2017/06/01 Profesor contratado Universitat de Barcelona, Spain
2016/05/01 - 2016/11/01 Analista Business Intelligence MN Program Holding SL, Spain
2015/11/01 - 2016/04/01 Contratado posdoutoral Universidade da Coruña, Spain
2014/11/01 - 2015/04/01 Contratado predoutoral INIBIC, Spain
2011/11/01 - 2014/10/01 Bolseiro predoutoral - Programa I2C - Xunta de Galicia Universidade da Coruña, Spain
2011/06/01 - 2011/10/01 Tecnico de laboratorio Universidade da Coruña, Spain
2009/12/01 - 2010/09/01 Bolseiro Universidade da Coruña, Spain
Outputs

Publications

Book
  1. Bolón-Canedo, V.; Remeseiro, B.; Cancela, B.. Feature Selection for Big Visual Data: Overview and Challenges. 2018.
    10.1007/978-3-319-93000-8_16
  2. Fernández-Arias, A.; Ortega-Hortas, M.; Cancela-Barizo, B.; Gigirey, L.M.. Movement analysis for the assessment of hearing in patients with cognitive impairment: A preliminary study. 2013.
    10.1007/978-3-642-53862-9-18
Book chapter
  1. Barizo, Brais. "Mining Human Mobility Data to Discover Locations and Habits". 390-401. Springer International Publishing, 2020.
    10.1007/978-3-030-43887-6_32
  2. Barizo, Brais. "Discovering Common Pathways Across Users’ Habits in Mobility Data". 410-421. Springer International Publishing, 2019.
    10.1007/978-3-030-30244-3_34
  3. Barreira, N.; Penedo, M.G.; González, S.; Ramos, L.; Cancela, B.; González, A.. "Automatic analysis of the microaneurysm turnover in a web-based framework for retinal analysis". 111-128. 2014.
Conference paper
  1. L. Sánchez; N. Barreira; M. G. Penedo; B. Cancela; Antanas Verikas; Branislav Vuksanovic; Petia Radeva; Jianhong Zhou. "Automatic identification of vessel crossovers in retinal images". 2015.
    10.1117/12.2181376
  2. B. Cancela; M. Ortega; M. G. Penedo. "A Wavefront Marching Method for Solving the Eikonal Equation on Cartesian Grids". 2015.
    10.1109/iccv.2015.213
  3. Cancela, B.; Ortega, M.; Penedo, M.G.. "A wavefront marching method for solving the eikonal equation on cartesian grids". 2015.
    10.1109/ICCV.2015.213
  4. B. Cancela; A. Iglesias; M. Ortega; M.G. Penedo. "Unsupervised Trajectory Modelling Using Temporal Information via Minimal Paths". 2014.
    10.1109/cvpr.2014.327
  5. Cancela, B.; Iglesias, A.; Ortega, M.; Penedo, M.G.. "Unsupervised trajectory modelling using temporal information via minimal paths". 2014.
    10.1109/CVPR.2014.327
  6. Cancela, B.; Hospedales, T.M.; Gong, S.. "Open-world person re-identification by multi-label assignment inference". 2014.
  7. Brais Cancela; Tim Hospedales; Shaogang Gong. "Open-world Person Re-Identification by Multi-Label Assignment Inference". 2014.
    10.5244/c.28.98
  8. Cancela, B.; Ortega, M.; Penedo, M.G.. "Human detection and tracking under complex activities". 2013.
  9. A. Fernandez; M.G. Penedo; M. Ortega; B. Cancela; C. Vazquez; L.M. Gigirey. "Automatic Analysis of the Patient's Conscious Responses to the Emission of Auditory Stimuli during the Performance of an Audiometry". 2011.
    10.1109/dicta.2011.55
  10. Fernandez, A.; Penedo, M.G.; Ortega, M.; Cancela, B.; Vazquez, C.; Gigirey, L.M.. "Automatic analysis of the patient's conscious responses to the emission of auditory stimuli during the performance of an audiometry". 2011.
    10.1109/DICTA.2011.55
  11. A. Fernandez; M. Ortega; B. Cancela; C. Vazquez; M. G. Penedo; L. M. Gigirey. "Measuring response times to auditory stimuli during an audiometry". 2011.
    10.1145/2093698.2093813
  12. S. G. Vazquez; B. Cancela; N. Barreira; M. G. Penedo; M. Saez. "On the Automatic Computation of the Arterio-Venous Ratio in Retinal Images: Using Minimal Paths for the Artery/Vein Classification". 2010.
    10.1109/dicta.2010.106
  13. Vázquez, S.G.; Cancela, B.; Barreira, N.; Penedo, M.G.; Saez, M.. "On the automatic computation of the arterio-venous ratio in retinal images: Using minimal paths for the artery/vein classification". 2010.
    10.1109/DICTA.2010.106
Journal article
  1. Barizo, Brais. "Discovering locations and habits from human mobility data". Annals of Telecommunications (2020): http://dx.doi.org/10.1007/s12243-020-00807-x.
    10.1007/s12243-020-00807-x
  2. Barizo, Brais. "From mobility data to habits and common pathways". Expert Systems (2020): http://dx.doi.org/10.1111/exsy.12627.
    10.1111/exsy.12627
  3. Barizo, Brais. "A scalable saliency-based feature selection method with instance-level information". Knowledge-Based Systems 192 (2020): 105326-105326. http://dx.doi.org/10.1016/j.knosys.2019.105326.
    10.1016/j.knosys.2019.105326
  4. Barizo, Brais. "Wavefront Marching Methods: a unified algorithm to solve Eikonal and static Hamilton-Jacobi equations". IEEE Transactions on Pattern Analysis and Machine Intelligence (2020): 1-1. http://dx.doi.org/10.1109/tpami.2020.2993500.
    10.1109/tpami.2020.2993500
  5. B. Cancela; M. Ortega; M. G. Penedo. "Multiple human tracking system for unpredictable trajectories". Machine Vision and Applications 25 2 (2013): 511-527. https://doi.org/10.1007%2Fs00138-013-0544-7.
    10.1007/s00138-013-0544-7
  6. B. Cancela; M. Ortega; M.G. Penedo; J. Novo; N. Barreira. "On the use of a minimal path approach for target trajectory analysis". Pattern Recognition 46 7 (2013): 2015-2027. https://doi.org/10.1016%2Fj.patcog.2013.01.013.
    10.1016/j.patcog.2013.01.013
  7. B. Cancela; M. Ortega; A. Fernández; Manuel G. Penedo. "Hierarchical framework for robust and fast multiple-target tracking in surveillance scenarios". Expert Systems with Applications 40 4 (2013): 1116-1131. https://doi.org/10.1016%2Fj.eswa.2012.08.025.
    10.1016/j.eswa.2012.08.025
  8. A. Fernández; M. Ortega; B. Cancela; M.G. Penedo; C. Vazquez; L.M. Gigirey. "Automatic processing of audiometry sequences for objective screening of hearing loss". Expert Systems with Applications 39 16 (2012): 12683-12696. https://doi.org/10.1016%2Fj.eswa.2012.05.015.
    10.1016/j.eswa.2012.05.015
  9. S. G. Vázquez; B. Cancela; N. Barreira; M. G. Penedo; M. Rodríguez-Blanco; M. Pena Seijo; G. Coll de Tuero; M. A. Barceló; M. Saez. "Improving retinal artery and vein classification by means of a minimal path approach". Machine Vision and Applications 24 5 (2012): 919-930. https://doi.org/10.1007%2Fs00138-012-0442-4.
    10.1007/s00138-012-0442-4

Other

Other output
  1. Mining Human Mobility Data to Discover Locations and Habits. 2019. Barizo, Brais.
  2. A scalable saliency-based Feature selection method with instance level information. 2019. Barizo, Brais.
  3. Automatic Analysis of the Microaneurysm Turnover in a Web-Based Framework for Retinal Analysis. 2014. Noelia Barreira; Manuel Penedo; Sonia González; Lucía Ramos; Brais Cancela; Ana González. https://doi.org/10.1201%2Fb16510-7.
    10.1201/b16510-7
  4. Path Analysis Using Directional Forces. A Practical Case: Traffic Scenes. 2013. Brais Cancela; Marcos Ortega; Manuel G. Penedo. https://doi.org/10.1007%2F978-3-642-38628-2_43.
    10.1007/978-3-642-38628-2_43
  5. Movement Analysis for the Assessment of Hearing in Patients with Cognitive Impairment: A Preliminary Study. 2013. A. Fernández-Arias; M. Ortega-Hortas; B. Cancela-Barizo; L. M. Gigirey. https://doi.org/10.1007%2F978-3-642-53862-9_18.
    10.1007/978-3-642-53862-9_18
  6. Automatic Eye Gesture Recognition in Audiometries for Patients with Cognitive Decline. 2013. A. Fernandez; M. Ortega; M. G. Penedo; B. Cancela; L. M. Gigirey. https://doi.org/10.1007%2F978-3-642-39094-4_4.
    10.1007/978-3-642-39094-4_4
  7. Trajectory Similarity Measures Using Minimal Paths. 2013. Brais Cancela; Marcos Ortega; Alba Fernández; Manuel G. Penedo. https://doi.org/10.1007%2F978-3-642-41181-6_41.
    10.1007/978-3-642-41181-6_41
  8. Contextual and Skin Color Region Information for Face and Arms Location. 2012. A. Fernandez; M. Ortega; B. Cancela; M. G. Penedo. https://doi.org/10.1007%2F978-3-642-27549-4_79.
    10.1007/978-3-642-27549-4_79
  9. Path Analysis in Multiple-Target Video Sequences. 2011. Brais Cancela; Marcos Ortega; Alba Fernández; Manuel G. Penedo. https://doi.org/10.1007%2F978-3-642-24088-1_6.
    10.1007/978-3-642-24088-1_6
  10. Solving Multiple-Target Tracking Using Adaptive Filters. 2011. B. Cancela; M. Ortega; Manuel G. Penedo; A. Fernández. https://doi.org/10.1007%2F978-3-642-21593-3_42.
    10.1007/978-3-642-21593-3_42
Distinctions

Other distinction

2016 Premio Extraordinario de Tese de Doutorado
Universidade da Coruña, Spain