CRTI - Centre de Recherche en Technologie de l'Information
Disciplines :
Electrical & electronics engineering Radiology, nuclear medicine & imaging
Author, co-author :
Mahmoudi, Sidi ; Université de Mons > Faculté Polytechnique > Informatique, Logiciel et Intelligence artificielle
Language :
English
Title :
Towards a Smart Selection of Resources for Low-energy Multimedia Processing
Publication date :
01 June 2016
Event name :
The 2nd International Conference on Cloud Computing Technologies and Applications - CloudTech'16
Event place :
Marrakech, Morocco
Event date :
2016
Research unit :
F114 - Informatique, Logiciel et Intelligence artificielle
Research institute :
R300 - Institut de Recherche en Technologies de l'Information et Sciences de l'Informatique R450 - Institut NUMEDIART pour les Technologies des Arts Numériques
Z Yang, Y Zhu, and Y pu. Parallel Image Processing Based on CUDA. International ConJerence on Computer Science and Software Engineering. China, pages 198-201, 2008.
Sidi Ahmed Mahmoudi, F Lecron, P Manneback, M Benjelloun, and S Mahmoudi. GPU-Based Segmentation of Cervical Vertebra in X-Ray Images. HPCCE Workshop, IEEE International ConJerence on Cluster Computing, pages 1-8, 2010.
Daniel Castao-Dez, Dominik Moser, Andreas Schoenegger, Sabine Pruggnaller, and Achilleas S. Frangakis. Performance evaluation of image processing algorithms on the {GPU}. Journal oJ Structural Biology, 164(1):153-160, 2008.
Kyu Park, Singhal Nitin, and Hee Lee Man. Design and Performance Evaluation of Image Processing Algorithms on GPUs. IEEE Transactions on Parallel and Distributed Systems, 28:1-14, 2011.
B. K. P Horn and B. G Schunk. Determining Optical Flow. Artijiciallntelligence, 2:185-203, 1981.
Shan Zhu and Kai-Kuang Ma. A new diamond search algorithm for fast block-matching motion estimation. IEEE Transactions on Image Processing, 9(2):287-290, 2000.
D. G Lowe. Distinctive image features from sc aleinvariant keypoints. International Journal oJ Computer Vision (IJCV), 60(2):91-110, 2004.
Sidi Ahmed Mahmoudi, Michal Kierzynka, Pierre Manneback, and K Kurowski. Real-time motion tracking using optical flow on multiple gpus. 62: 139-150, 2014.
J Marzat, Y Dumortier, and A Ducrot. Real-time dense and accurate parallel optical flow using CUDA. In Proceedings oJ WSCG, pages 105-111, 2009.
S. N Sinha, J-M Fram, M Pollefeys, and Y Genc. Gpubased video feature tracking and matching. EDGE, Workshop on Edge Computing Using New Commodity Architectures, 2006.
Narayanan Sundaram, Thomas Brox, and Kurt Keutzer. Dense point trajectories by gpu-accelerated large displacement optical flow. Technical report, EECS Department, University of California, Berkeley, 2010.
SidiAhmed Mahmoudi and Pierre Manneback. Multicpu/multi-gpu based framework for multimedia processing. In Computer Science and Its Applications, volume 456, pages 54-65. 2015.
R Deriche and T Blaszka. Recovering and characterizing im-age features using an efficient model based approach. Conference on Computer Vision and Pattern Recognition, pages 530-535, 1993.
J Y Bouguet. Pyramidal Implementation of the Lucas Kanade Feature Tracker. Intel Corporation Microprocessor Research Labs, 2000.
C. Harris and M. Stephens. A combined corner and edge detector. The 4th Alvey vision conference, 15: 147-151, 1988.
Paulo Ricardo Possa, Sidi Ahmed Mahmoudi, Naim Harb, Carlos Valderrama, and Pierre Manneback. A multi-resolution fpga-based architecture for real-time edge and corner detection. IEEE Transactions on Computers, 63:2376-2388, 2014.
Paulo Ricardo Possa, Sidi Ahmed Mahmoudi, Naim Harb, and Carlos Valderrama. A new self-adapting architecture for feature detection. pages 643-646, 2012.
A Grama, A Gupta, G Karypis, and V Kumar. Introduction to Parallel Computing. second ed. Pearson Education Limited, 2003.
Cedric, et al. Augonnet. StarPU: A Unified Platform for Task Scheduling on Heterogeneous Multicore Architectures. In Concurrency and Computation: Practice and Experience, Euro-Par 2009, pages 863-874, 2009.
Moharmned Amine, et al. Larhmam. A portable multicpu/multi-gpu based vertebra localization in sagittal 1m images. International Conference on Image Analysis and Recognition, ICIAR 20 14, pages 209-218, 2014.
Damien Tardieu, et al. Video navigation tool: Application to browsing a database of dancers' performances. In QPSR of the numediart research program, volume 2, pages 85-90, 2009.
Sidi Ahmed Mahmoudi and Pierre Manneback. Efficient exploitation of heterogeneous platforms for images features extraction. 3rd International Conference on Image Processing Theory, Tools and Applications, pages 91-96, 2012.
Sidi Ahmed Mahmoudi and Pierre Manneback. Multigpu based event detection and localization using high definition videos. In International Conference on Multimedia Computing and Systems (ICMCS), pages 81-86, 2014.
Onur Ferhat, Fernando Vilarifio, and Francisco Javier Sanchez. A cheap portable eye-tracker solution for COlnmon setups. Journal of Eye Movement Research, 7(3):1-10, 2014.
Piotr Zielinski. Opengazer: open-source gaze tracker for ordinary webcams (software). 2013.
Christian Frisson, Nicolas Riche, Antoine Coutrot, Charles-Alexandre Delestage, Stephane Dupont, Onur Ferhat, Nathalie Guyader, Sidi Ahmed Mahmoudi, Matei Mancas, Parag K Mital, et al. Auracle: how are salient cues situated in audiovisual content Enterface Project, 2014.
