Publications


Journals:

G. Lemaitre, M. Rastgoo, J. Massich, C. Y. Cheung, T. Y. Wong, E. Lamoureux, D. Milea, F. Meriaudeau, and F. Meriaudeau, "Classification of SD-OCT Volumes using Local Binary Patterns: Experimental Validation for DME detection", Journal of Ophthalmology, vol. 2016, pp ---, Mai 2016 [link][GitHub][HAL]

M.
Belkacemi, C. Stolz, A. Mathieu, G. Lemaitre, J. Massich, and O. Aubreton,
"Non Destructive Testing based on a Scanning-From-Heating approach: Application to non-through Defect Detection and Fiber Orientation Assessment", Journal of Electronic Imaging, vol. 24(6), pp 1-8, Nov/Dec 2015 [link][GitHub][HAL]

G. Lemaitre, R. Marti, J. Freixenet, J. C. Vilanova, P. M. Walker, and F. Meriaudeau, "Computer-Aided Detection and Diagnosis for prostate cancer based on mono and multi-parametric MRI: A Review", Computer in Biology and Medicine, vol. 60, pp 8 - 31, May 2015 [link][GitHub][HAL]

International Conferences:

K. Alsaih, G. Lemaitre,
J. Massich,
M. Rastgoo, D. Sidibe, T. Y. Wong, E. Lamoureux, D. Milea, C. Leung, and F. Meriaudeau, "Classification of SD-OCT volumes with multi-pyramids, LBP and HoG descriptors: Application to DME detection", 38th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016. Orlando: USA (August 2016) [pdf][HAL]

A. Pampouchidou, K. Marias, M. Tsiknakis, P. Simos, F. Yang, G. Lemaitre, and F. Meriaudeau, "Video-based depression detection using local curvelet binary patterns in pairwise orthogonal planes", 38th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016. Orlando: USA (August 2016)

S. Hoffmann, M. Lobbes, I. Houben, K. Pinker-Domenig, G. Wengert, B. Burgeth, U. Meyer-Bäse, G. Lemaitre, and A. Meyer-Baese,
"Computer-aided diagnosis of diagnostically challenging lesions in breast MRI: a comparison between a radiomics and a feature-selective approach", SPIE Commercial+ Scientific Sensing and Imaging. Baltimore: USA (July 2016)

M. Belkacemi, C. Stolz, A. Mathieu, G. Lemaitre, and O. Aubreton
,
"A combined three-dimensional digitisation and subsurface defect detection data using active infrared thermography", 13th Quantitative Infrared Thermography Conference (QIRT). Gdansk: Poland (July 2016) [pdf][HAL]

M. Belkacemi, J. Massich, G. Lemaitre, C. Stolz, V. Daval, G. Pot, O. Aubreton, R. Collet, and F. Meriaudeau, "Wood fiber orientation assessment based on punctual laser beam excitation: A preliminary study", 13th Quantitative Infrared Thermography Conference (QIRT). Gdansk: Poland (July 2016) [pdf][HAL]

M. Rastgoo,
G. Lemaitre,
J. Massich, O. Morel,
F. Marzani, R. Garcia, and F. Meriaudeau, "Study of Data Imbalancing for Melanoma Classification", 3rd International Conference on BIOIMAGING. Rome: Italy (February 2016) [pdf][HAL]

G. Lemaitre,
M. Rastgoo, J. Massich, J. C. Vilanova, P. M. Walker, J. Freixenet, A. Meyer-Baese, F. Meriaudeau, and R. Marti, "Normalization of T2W-MRI prostate images using Rician a priori", SPIE Medical Imaging 2016. San Diego: USA (February 2016) [pdf][HAL][poster]

M. Rastgoo, G. Lemaitre, O. Morel, J. Massich, F. Marzani, R. Garcia, and D. Sidibe, "Classification of melanoma lesions using sparse coded features and random forests", SPIE Medical Imaging 2016. San Diego: USA (February 2016) [pdf][HAL]

A. Meyer-Baese, J. Massich, G. Lemaitre, and M. Rastgoo
,
"Real-Time Optical Flow with Theoretically Justified Warping Applied to Medical Imaging", Breast Image Analysis Workshop (BIA), Medical Image Computing and Computer Assisted Interventions (MICCAI) 2015. Munich: Germany (October 2015) [pdf][HAL]

J. Massich, G. Lemaitre, J. Marti and F. Meriaudeau, "An Optimization Approach to Segment Breast Lesions in Ultra-Sound Images using Clinically Validated Visual Cues", Breast Image Analysis Workshop (BIA), Medical Image Computing and Computer Assisted Interventions (MICCAI) 2015. Munich: Germany (October 2015) [pdf][HAL]

G. Lemaitre, M. Rastgoo, J. Massich, S. Sankar, F. Meriaudeau, and
D. Sidibe, "Classification of SD-OCT volumes with LBP: Application to DME detection", Ophthalmic Medical Image Analysis Workshop (OMIA), Medical Image Computing and Computer Assisted Interventions (MICCAI) 2015. Munich: Germany (October 2015) [pdf][HAL]

J. Massich, G. Lemaitre, J. Marti, and F. Meriaudeau, "Brest Ultra-Sound image Segmentation: an Optimization approach based on super-pixels and high-level descriptors", International Conference on Quality Control and Artificial Vision (QCAV) 2015. Le Creusot: France (June 2015) [pdf][HAL]

G. Lemaitre, J. Massich, R. Marti, J. Freixenet, J. C. Vilanova, P. M. Walker, D. Sidibe, and F. Meriaudeau, "A Boosting Approach for Prostate Cancer Detection using Multi-parametric MRI", International Conference on Quality Control and Artificial Vision (QCAV) 2015. Le Creusot: France (June 2015) [pdf][presentation][HAL]

G. Lemaitre, A. Bikfalvi, J. Llach, J. Massich, and F. Julian, "Business Model Design for University Technology Valorisation", International Technology, Education and Development Conference (INTED) 2015. Madrid: Spain (March 2015) [pdf]

M. Rastgoo, G. Lemaitre, X. Rafael, F. Miralles, and P. Casale, "Pruning AdaBoost for Continuous Sensors Mining Applications", Ubiquitous Data Mining Workshop, 20th European Conference in Artificial Intelligence 2012. Montpellier: France (August 2012) [pdf] [poster]

G. Lemaitre, E. Vargiu, J.A. Lorenzo Fernández, and F. Miralles, "Real-Time 2D Face Detection and Features-based Tracking in Video", IADIS Multi Conference in Computer Science in Computer Graphics, Visualization, Computer Vision and Image Processing 2012. Lisbon: Portugal (July 2012), 2012 [pdf]

Technical Reports:

J. Cartwright, N. Johnson, B. Davis, Z. Qiang, T.L. Bravo, A. Enoch, G. Lemaitre, H. Roth, and Y. Petillot, "Nessie III Autonomous Underwater Vehicle for SAUC-E 2008", The Unmanned Underwater Vehicle Showcase (UUVS). 2008 [pdf]

Thesis:

G. Lemaitre and P.M. Walker "Absolute Quantification in 1H MRSI of the Prostate at 3T ", Thesis for Master in Science Vision and roBOTic (ViBOT), 2011 [dissertation][presentation]

G. Lemaitre, A. Bikfalvi, and J. Llach "Valorisation of Computorised Technology in the Health Care Sector ", Thesis for Master in Science Business Innovation and Technology Management (BITM), 2014 [dissertation] [presentation]