CRTI - Centre de Recherche en Technologie de l'Information
Disciplines :
Electrical & electronics engineering Radiology, nuclear medicine & imaging
Author, co-author :
Belarbi, Mohammed Amin ; Université de Mons > Recherche > Service de l'Institut de Recherche en Technologies de l'Information et Sciences de l'Informatique
Mahmoudi, Said ; Université de Mons > Faculté Polytechnique > Service Informatique, Logiciel et Intelligence artificielle
Belalem, Ghalem
Mahmoudi, Sidi ; Université de Mons > Faculté Polytechnique > Informatique, Logiciel et Intelligence artificielle
Language :
English
Title :
Web-based Multimedia Research and Indexation for Big Data Databases
Publication date :
26 October 2017
Event name :
CloudTech 2017 : The 3rd International Conference on Cloud Computing Technologies and Applications
Event place :
Rabat, Morocco
Event date :
2017
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
M. A. Belarbi, S. Mahmoudi, and G. Belalem, "Pca as dimensionality reduction for large-scale image retrieval systems," International Journal of Ambient Computing and Intelligence (IJACI), vol. 8, no. 4, pp. 45-58, 2017.
H. Cai, X. Wang, and Y. Wang, "Compact and robust fisher descriptors for large-scale image retrieval," in IEEE International Workshop on Machine Learning for Signal Processing (MLSP2011). IEEE, 2011, pp. 1-6.
E. Bingham and H. Mannila, "Random projection in dimensionality reduction: applications to image and text data," in Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2001, pp. 245-250.
W. R. Schwartz, A. Kembhavi, D. Harwood, and L. S. Davis, "Human detection using partial least squares analysis," in Computer vision, 2009 IEEE 12th international conference on. IEEE, 2009, pp. 24-31.
Q. Shi, J. Petterson, G. Dror, J. Langford, A. L. Strehl, A. J. Smola, and S. V. N. Vishwanathan, "Hash kernels," in International Conference on Artificial Intelligence and Statistics, 2009, pp. 496-503.
K. Weinberger, A. Dasgupta, J. Langford, A. Smola, and J. Attenberg, "Feature hashing for large scale multitask learning," in Proceedings of the 26th Annual International Conference on Machine Learning. ACM, 2009, pp. 1113-1120.
Q. Shi, H. Li, and C. Shen, "Rapid face recognition using hashing," in Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on. IEEE, 2010, pp. 2753-2760.
S. A. Mahmoudi and P. Manneback, "Multi-cpu/multi-gpu based framework for multimedia processing," in Computer Science and Its Applications: 5th IFIP TC 5 International Conference, CIIA 2015, Saida, Algeria, May 20-21, 2015, Proceedings, 2015, pp. 54-65.
S. A. Mahmoudi,P. Manneback "Multi-gpu based event detection and localization using high definition videos," in 2014 International Conference on Multimedia Computing and Systems (ICMCS), April 2014, pp. 81-86.
S. A. Mahmoudi, M. Ammar, G. L. Joris, and A. Abbou, "Real time gpu-based segmentation and tracking of the left ventricle on 2d echocardiography," in Bioinformatics and Biomedical Engineering: 4th International Conference, IWBBIO 2016, Granada, Spain, April 20-22, 2016, Proceedings, 2016, pp. 602-614.
R. S. Dubey, R. Choubey, and J. Bhattacharjee, "Multi feature content based image retrieval," International Journal on Computer Science and Engineering, vol. 2, no. 6, pp. 2145-2149, 2010.
K. Hirata and T. Kato, "Query by visual example," in International Conference on Extending Database Technology. Springer, 1992, pp. 56-71.
D.-H. Lee and H.-J. Kim, "A fast content-based indexing and retrieval technique by the shape information in large image database," Journal of systems and software, vol. 56, no. 2, pp. 165-182, 2001.
C. Faloutsos, R. Barber, M. Flickner, J. Hafner, W. Niblack, D. Petkovic, and W. Equitz, "Efficient and effective querying by image content," Journal of intelligent information systems, vol. 3, no. 3-4, pp. 231-262, 1994.
M. Flickner, H. Sawhney, W. Niblack, J. Ashley, Q. Huang, B. Dom, M. Gorkani, J. Hafher, D. Lee, D. Petkovie, D. Steele, and P. Yanker, "Query by image and video content: The qbic system," computer, vol. 28, no. 9, pp. 23-32, 1995.
J. R. Smith and S.-F. Chang, "Visualseek: a fully automated contentbased image query system," in Proceedings of the fourth ACM international conference on Multimedia. ACM, 1997, pp. 87-98.
D. Comer, "Ubiquitous b-tree," ACM Computing Surveys (CSUR), vol. 11, no. 2, pp. 121-137, 1979.
J. L. Bentley, "Multidimensional binary search trees in database applications," IEEE Transactions on Software Engineering, no. 4, pp. 333-340, 1979.
M. Hadjieleftheriou, Y. Manolopoulos, Y. Theodoridis, and V. J. Tsotras, "R-trees-A dynamic index structure for spatial searching," in Encyclopedia of GIS. Springer, 2008, pp. 993-1002.
M. A. Belarbi, S. Mahmoudi, and G. Belalem, "Indexing video by the content," in Information Systems Design and Intelligent Applications: Proceedings of Third International Conference INDIA 2016, vol. 2. Springer, 2016, p. 21.
C. Valgren and A. J. Lilienthal, "Sift, surf and seasons: Long-term outdoor localization using local features." in EMCR, 2007.
D. G. Lowe, "Distinctive image features from scale-invariant keypoints," International journal of computer vision, vol. 60, no. 2, pp. 91-110, 2004.
H. J. Bouchech, S. Foufou, and M. Abidi, "Strengthening surf descriptor with discriminant image filter learning: application to face recognition," in Proceeding of the 26th International Conference on Microelectronics (ICM). IEEE, 2014, pp. 136-139.
M. Muja and D. G. Lowe, "Fast matching of binary features," in Computer and Robot Vision (CRV), 2012 Ninth Conference on. IEEE, 2012, pp. 404-410.
N. Takagi, H. Yasuura, and S. Yajima, "High-speed vlsi multiplication algorithm with a redundant binary addition tree," IEEE Trans. Computers, vol. 34, no. 9, pp. 789-796, 1985.
K. Mikolajczyk and C. Schmid, "A performance evaluation of local descriptors," IEEE transactions on pattern analysis and machine intelligence, vol. 27, no. 10, pp. 1615-1630, 2005.
Y. Ke and R. Sukthankar, "Pca-sift: A more distinctive representation for local image descriptors," in Computer Vision and Pattern Recognition, 2004. CVPR 2004. Proceedings of the 2004 IEEE Computer Society Conference on, vol. 2. IEEE, 2004, pp. II-II.