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Publications of A. Lejeune
Articles in journal or book chapters
  1. A. Lejeune, J. Verly, and M. Van Droogenbroeck. Probabilistic Framework for the Characterization of Surfaces and Edges in Range Images, with Application to Edge Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 40(9):2209-2222, September 2018. Keyword(s): 3D, Range, Depth, Time-of-Flight, Probability density function, Edge detection, Surface, Kinect, Probabilistic framework. [bibtex-entry]


  2. S. Piérard, A. Lejeune, and M. Van Droogenbroeck. Boosting Shape Classifiers Accuracy by Considering the Inverse Shape. Journal of Pattern Recognition Research, 11(1):41-54, 2016. Keyword(s): Shape descriptor, Inverse shape, Object classification, Cover by rectangles, Zernike moments. [bibtex-entry]


  3. A. Lejeune, S. Piérard, M. Van Droogenbroeck, and J. Verly. Utilisation de la Kinect. Linux Magazine France, 151:16-29, Juillet-Août 2012. Keyword(s): Kinect, Image processing, 3D, Range, Depth map, Acquisition. [bibtex-entry]


Conference articles
  1. M. Braham, A. Lejeune, and M. Van Droogenbroeck. A physically motivated pixel-based model for background subtraction in 3D images. In IEEE International Conference on 3D Imaging (IC3D), Liège, Belgium, pages 1-8, December 2014. Keyword(s): Background subtraction, 3D, Range, Depth, Kinect. [bibtex-entry]


  2. A. Lejeune, D. Grogna, M. Van Droogenbroeck, and J. Verly. Evaluation of pair-wise calibration techniques for range cameras and their ability to detect a mis-alignment. In International Conference on 3D Imaging (IC3D), Liège, Belgium, December 2014. Keyword(s): 3D, Range, Calibration, Depth, Time-of-Flight, Multi-camera. [bibtex-entry]


  3. S. Piérard, A. Alvarez, A. Lejeune, and M. Van Droogenbroeck. On-the-fly Domain Adaptation of Binary Classifiers. In Belgian-Dutch Conference on Machine Learning (BENELEARN), Brussels, Belgium, June 2014. Keyword(s): Classifier, Machine learning. [bibtex-entry]


  4. A. Lejeune, M. Van Droogenbroeck, and J. Verly. Adaptive bilateral filtering for range images. In URSI Benelux Forum, Ghent, Belgium, September 2012. Keyword(s): 3D, Depth, Range camera, Bilateral filter, Kinect, Time-of-flight. [bibtex-entry]


  5. S. Piérard, V. Pierlot, A. Lejeune, and M. Van Droogenbroeck. I-see-3D! An Interactive and Immersive System that dynamically adapts 2D projections to the location of a user's eyes. In International Conference on 3D Imaging (IC3D), Liège, Belgium, December 2012. Keyword(s): 3D, Projection, Immersion, Calibration, Pinhole, Head coupled perspective, Tracking, Kalman filtering, OpenGL, Laser, Kinect. [bibtex-entry]


  6. A. Lejeune, S. Piérard, M. Van Droogenbroeck, and J. Verly. A new jump edge detection method for 3D cameras. In International Conference on 3D Imaging (IC3D), Liège, Belgium, pages 1-7, December 2011. Keyword(s): 3D, Depth, Range, Distance, ToF camera, Edge, Edge detection, Canny, Kinect. [bibtex-entry]


  7. S. Piérard, A. Lejeune, and M. Van Droogenbroeck. A probabilistic pixel-based approach to detect humans in video streams. In International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, pages 921-924, May 2011. Keyword(s): Human, Detection, Silhouette, Background subtraction. [bibtex-entry]


  8. S. Piérard, A. Lejeune, and M. Van Droogenbroeck. 3D information is valuable for the detection of humans in video streams. In Proceedings of 3D Stereo MEDIA, Liège, Belgium, December 2010. Keyword(s): 3D, Depth, Range, Distance, ToF camera, Human, Detection, MakeHuman. [bibtex-entry]


Miscellaneous
  1. S. Piérard, A. Lejeune, and M. Van Droogenbroeck. Recognition of emotions in facial images. Internal report, March 2012. Keyword(s): Face, Facial image, Emotion, Classification. [bibtex-entry]


  2. A. Lejeune, M. Van Droogenbroeck, and J. Verly. The secrets of the Kinect ... in depth!. Presentation at the Conference of Professional Forum (3D Stereo Media), Liège, Belgium, December 2011. [bibtex-entry]



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