Home




Research Interests:
         Computer Vision, Image and Video Processing, Video Summarisation, Human Action Recognition, Catwalk Analysis, Action Assessment.


Contact me: 
        jo.carvajal at uq dot edu dot au


Distinctions and Incentive Awards:
  • University of Queensland International and Centennial Scholarships (UQI & UQCent)
  • National University of Colombia Postgraduate Thesis Support (2009)
  • National University of Colombia Outstanding Postgraduate Student Scholarship (2008-2009)

Publications:

Conferences
  • NEW!!!  J. Carvajal, D. F. Smith, K. Zhao, A. Wiliem et al. "An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images".  Computer Vision and Pattern Recognition (CVPR) Workshop on Computer Vision for Microscopy Image Analysis (CVMI), 2017. [project page] [poster][pdf]
  • J. Carvajal, A. Wiliem, C. Sanderson, and B. C. Lovell. "Towards Miss Universe Automatic Prediction: The Evening Gown Competition".  International Conference on Pattern Recognition (ICPR), 2016. [project page] [poster][pdf]
  •  J. Carvajal, A. Wiliem, C. Sanderson, and C. McCool, B. C. Lovell. "Comparative Evaluation of Action Recognition Methods via Riemannian Manifolds, Fisher Vectors and GMMs: Ideal and Challenging Conditions".  Lecture Notes in Computer Science (LNCS),  2016. [pdf]
  • J. Carvajal, C. Sanderson, C. McCool, and B. C. Lovell. "Joint Recognition and Segmentation of Actions via Probabilistic Integration of Spatio-Temporal Fisher Vectors". Lecture Notes in Computer Science (LNCS), 2016. [pdf]
  • J. Carvajal, C. Sanderson, C. McCool, and B. C. Lovell. "Multi-Action Recognition via Stochastic Modelling of Optical Flow and Gradients". PRICAI Workshop on Machine Learning for Sensory Data Analysis (MLSDA), 2014. [pdf]. Best Paper Award
  • J. Carvajal, C. McCool, and C. Sanderson. "Summarisation of Short-term and Long-Term Videos using Texture and Colour". IEEE Winter Conference on Applications of Computer Vision (WACV), 2014. [pdf]
  • S. Molina, J. Carvajal, G. Castellanos, and A. M. Alvarez. "Video Segmentation based on Multi-Kernel Learning and Feature Relevance Analysis for Object Classification". International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2013. [pdf]
  • J. Carvajal, A. Alvarez, and G. Castellanos. "Feature Selection by Relevance Analysis for Abandoned Object Classification". Iberoamerican Congress on Pattern Recognition (CIARP), 2012. [pdf]

Journals
  • J. Carvajal, M. Sarria, and G. Castellanos. On classification improvement by using an approximate discriminative hidden Markov model, in Rev. Fac. Ing. Univ. Antioquia, 2010. [pdf]

                                                                                                                                                                   [full publications list]