Publications

Publications

Selected journal articles

  1. Haijun Lei, Wenbin Zou, Hai Xie, Kidiyo Kpalma, Nikos Komodakis, Hierarchical Saliency Detection via Probabilistic Object Boundaries, J. Patt. Recogn. Artif. Intell. (IJPRAI), doi: 10.1142/S0218001417550102, 2016
  2. Lakhdar BELHALLOUCHE, Kamel BELLOULATA, Kidiyo KPALMA, A New Approach to Region Based Image Retrieval Using Shape Adaptive Discrete Wavelet Transform, IJIGSP, 2015
  3. Amina Belalia, Kamel Belloulata, Kidiyo Kpalma, Region-based image retrieval using shape-adaptive DCT, International Journal of Multimedia Information Retrieval (IJMIR), August 2015
  4. Mohamed El Bahri, Nasreddine Taleb, Kidiyo Kpalma and Joseph Ronsin, Parallel Algorithm Implementation for Multi-object tracking and surveillance, IET Computer Vision, doi:10.1049/iet-cvi.2015.0115, October 2015
  5. Mohamed El Bahri, Kidiyo Kpalma, Nasreddine Taleb, and Miloud Chikr El-Mezouar, A novel object position coding for multi-object tracking using sparse representation, IJIGSP Vol. 7, No. 8, July 2015, DOI: 10.5815/ijigsp.2015.08.01
  6. Amina Belalia, Kamel Belloulata and Kidiyo Kpalma, Region-based image retrieval in the compressed domain using shape-adaptive DCT , Multimedia Tools and Applications, Springer Verlag, 2015, doi:10.1007/s11042-015-3026-2
  7. Wenbin Zou, Zhi Liu, Kidiyo Kpalma, Joseph Ronsin, Yong Zhao and Nikos Komodakis, Unsupervised Joint Salient Region Detection and Object Segmentation, Image Processing, IEEE Transactions on Image Processing, Vol. 24 ,  11, 2015, doi:10.1109/TIP.2015.2456497
  8. Weizhi Lu, Jinglin Zhang, Kidiyo Kpalma, Joseph Ronsin. Efficient Visual Tracking via Low-Complexity Sparse Representation. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2015, 16 p
  9. Weizhi Lu, Weiyu Li, Kidiyo Kpalma, Joseph Ronsin. Compressed Sensing Performance of Random Bernoulli Matrices with High Compression Ratio. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers (IEEE), 2014, 22 (8), pp.1074 – 1078, doi:10.1109/LSP.2014.2385813
  10. Kidiyo Kpalma, Mingqiang Yang, Kamel Belloulata. 2-D shapes description by using features based on the differential turning angle scalogram. Journal of pattern recognition research, 2014, 9 (1), pp.90 – 110. <http://jprr.org/>. <10.13176/11.571>
  11. Abdelkrim Ghaz, Kidiyo Kpalma and Abdennacer Bounoua, NSCT edge Enhancement for SIFT key points extraction, IOSR-JVSP, (2014), Vol. 4, No 2, (2014) [IF=1.458]
  12. Wenbin Zou, Cong Bai, Kidiyo Kpalma and Joseph Ronsin, Online Glocal Transfer for Automatic Figure-ground Segmentation, IEEE TIP, (2014), [IF=3.199]
  13. Miloud Chikr El-Mezouar, Kidiyo Kpalma, Nasreddine Taleb, and Joseph Ronsin, A Pan-sharpening Based on the Non-Subsampled Contourlet Transform: Application to Worldview-2 imagery, IEEE JSTARS, (2014), [IF=2.874]
  14. Zou, W.; Kpalma, K.; Ronsin, J., Automatic foreground extraction via joint CRF and online learning, Electronics Letters, 49, (18), p.1140-1142, DOI:10.1049/el.2013.2100, (2013), [IF=1.038]
  15. Cong Bai, Wenbin Zou, Kidiyo Kpalma, Joseph Ronsin, Efficient color texture image retrieval by combination of color and texture features in wavelet domain, Electronics Letters, 48, 1463-1465 (2012), [IF=1.038]
  16. Ahsan A. Ursani, Kidiyo Kpalma, Camille C. D. Lelong, Joseph Ronsin, Fusion of textural and spectral information for tree crop and other agricultural cover mapping with very-high resolution satellite images, IEEE JSTARS, Vol. 4, No. 3, DOI:10.1109/JSTARS.2011.2170289 (2011), [IF=2.874]
  17. M. El-Mezouar, N. Taleb, K. Kpalma, and J. Ronsin. Vegetation extraction from IKONOS imagery using high spatial resolution index, Journal of Applied Remote Sensing 5, 053543, doi:10.1117/1.3624518 (2011), [IF=1.130]
  18. Miloud Chikr El-Mezouar, Nasreddine Taleb, Kidiyo Kpalma and Joseph Ronsin, An IHS-Based Fusion for Color Distortion Reduction and Vegetation Enhancement in IKONOS Imagery, IEEE TGRS, Vol. 49, No 99, DOI: 10.1109/TGRS.2010.2087029 (2011), [IF=3.467]
  19. Ahsan A. Ursani, Kidiyo Kpalma and Joseph Ronsin, Texture features based on local Fourier histogram: self-compensation against rotation, J. of Electronic Imaging 17, 03 (2008), 3 pages, [IF=0.444]
  20. Kidiyo Kpalma and Joseph Ronsin, Turning Angle Based Representation for Planar Objects, IEE Electronics Letters, Vol. 43, No 10, 3 pages (2007), [IF=1.038]
  21. Mingqiang Yang, Kidiyo Kpalma and Joseph Ronsin, Affine invariance contour descriptor based on iso-area normalization, IEE Electronics Letters, Vol. 43, No 7, pp. 379-380, 2 pages (2007), [IF=1.038]
  22. Kidiyo Kpalma and Joseph Ronsin, Multiscale contour description for pattern recognition, Pattern Recognition Letters, Vol.27, No.13, pp 1545-1559, 15 pages (2006), [IF=1.303]
  23. Youcef Bentoutou, Nasreddine Taleb, Kidiyo Kpalma and Joseph Ronsin, An Automatic Image Registration for Applications in Remote Sensing, IEEE TGRS, Vol. 43, No. 9, pp 2127-2137, 11 pages (2005), [IF=3.467]
  24. Olivier Thépaut, Kidiyo Kpalma and Joseph Ronsin, Automatic registration of ERS and SPOT multisensor images in a data fusion context, Elsevier’s Forest Ecology and Management, Vol. 128, pp 93-100, 8 pages (2000), [IF=2.766]

Most recent conferences papers

  1. Cong Bai, Jia-nan Chen, Jinglin Zhang, Kidiyo Kpalma, and Joseph Ronsin, Sparse representation based histogram in color texture retrieval, Advances in Multimedia Information Processing – PCM 2016, 17th Pacific-Rim Conference on Multimedia, Xian, China, September 15-16, 2016, Proceedings, Part I, LNCS, Vol. 9916 (2016), Editors: Enqing Chen, Yihong Gong, Yun Tie, 2016, doi: 10.1007/978-3-319-48890-5_6
  2. Amina Belalia, Kamel Belloulata et Kidiyo Kpalma, Nouvelle Méthode d’Indexation et de Recherche d’Image Basée-Région (RBIR) dans le Domaine Transformé Utilisant la SA-DCT, SCCIBOV 2015, Sidi Bel Abbès, Algerie, 2015
  3. Amina Belalia, Kamel Belloulata et Kidiyo Kpalma, Indexation Basée-Région d’Image Utilisant Shape-Adaptive DCT (SA-DCT), SCCIBOV 2015, Sidi Bel Abbès, Algerie, 2015
  4. Dahi Ilias, Chikr El-Mezouar Miloud Taleb Nasreddine and KPALMA Kidiyo, Abandoned object detection using blind motion history analysis, SCCIBOV 2015, Sidi Bel Abbès, Algerie, Dec. 2015
  5. Julien Gosseaume, Kidiyo Kpalma and Joseph Ronsin, SCOTTish: Toward an Optimal Concealment Algorithm, SCCIBOV 2015, Sidi Bel Abbès, Algerie, 2015
  6. Chikr El-Mezouar, F. Meskine, N. Taleb and K. Kpalma,  Une méthode de fusion d’images multi-spectrales et panchromatiques, basée ihs, efficace par considération de la réponse spectrale du capteur worldview-2, Colloque international TELECOM’2015 & 9ème JFMMA, Meknes, Morocco, 13-15 May 2015.
  7. Chikr El-Mezouar, N. Taleb and K. Kpalma, Pan-sharpening techniques based on the NSCT and the IHS Transforms applied to high resolution images, 2nd Arab American Frontiers of Science, Engineering, and Medicine Symposium, 13-15 December 2014, Muscat, Oman.
  8. Weizhi Lu, Kidiyo Kpalma, Joseph Ronsin. SEMI-DETERMINISTIC TERNARY MATRIX FOR COMPRESSED SENSING. 22nd European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisboa, Portugal.
  9. Kamel Belloulata, Lakhdar Belhallouche, Amina Belalia, Kidiyo Kpalma. Region based image retrieval using Shape-Adaptive DCT. 2nd IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP’14), Jul 2014, Xian, China. <10.1109/ChinaSIP.2014.6889287>
  10. Julien Gosseaume, Kidiyo Kpalma, Joseph Ronsin. Simple metrics to evaluate the concealment of an object: SAMI. 22nd International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, Jun 2014, Plzen, Czech Republic
  11. Kidiyo Kpalma, Miloud Chikr El-Mezouar, Nasreddine Taleb. Recent Trends in Satellite Image Pan-sharpening techniques, 1st International Conference on Electrical, Electronic and Computing Engineering (IcETRAN 2014), Jun 2014, Vrnjačka Banja, Serbia
  12. Julien Gosseaume, Kidiyo Kpalma et Joseph Ronsin, The World vs. SCOTT: Synthesis of COncealment Two-level Texture, International Conference on Computer Vision Theory and Applications (VISAPP), January 5-8, 2014, Lisbon, Portugal, (2014)
  13. [CNCL2]    Julien Gosseaume, Kidiyo Kpalma et Joseph Ronsin, Synthèse de texture de dissimulation à deux niveaux : SCOTT, colloque CORESA (COmpression et REprésentation des Signaux Audiovisuels), Le Creusot, France, (2013)
  14. Wenbin Zou, Kidiyo Kpalma, Zhi Liu and Joseph Ronsin. Segmentation Driven Low-rank Matrix Recovery for Saliency Detection. In Proc. British Machine Vision Conference (BMVC), 9-13 Sept. 2013, Bristol, UK (2013).
  15. Lakhdar Belhallouche, Kamel Belloulata, Kidiyo Kpalma, Light Field Retrieval in Compressed Domain, 21st WSCG Conference on Computer Graphics, Visualization and Computer Vision 2013, June 24-27, 2013, Pilsen, Czech Republic (2013).
  16. Weizhi Lu, Cong Bai, Kidiyo Kpalma and Joseph Ronsin, Multi-object Tracking using Sparse Representation, ICASSP 2013, May 26-31, 2013, Vancouver, Canada (2013).
  17. Cong Bai, Kidiyo Kpalma and Joseph Ronsin, An improved feature vector for content-based image retrieval in DCT domain, International Conference on Computer Vision Theory and Applications (VISAPP 2013), 21-24 Feb. Barcelona, Spain (2013).
  18. Wenbin Zou, Kidiyo Kpalma, Joseph Ronsin, Semantic Image Segmentation Using Region Bank, Proceedings of International Conference on Pattern Recognition (ICPR), (2012) 21st International Conference on Pattern Recognition (ICPR), 11-15 Nov. 2012, Tsukuba, Japon
  19. Wenbin Zou, Kidiyo Kpalma, Joseph Ronsin, Semantic segmentation via sparse coding over hierarchical regions, Proceedings of IEEE ICIP 2012, (2012-09-30) (2012) IEEE International Conference on Image Processing (ICIP), 30 September-3 October 2012, Orlando, USA
  20. Cong Bai, Kidiyo Kpalma, Joseph Ronsin, Color textured image retrieval by combining texture and color features, Proceedings of EUSIPCO 2012, (2012-08-27) (2012) European Signal Processing Conference (EUSIPCO-2012), 27-31 August, Bucharest, Romania
  21. Lu, Weizhi, Kidiyo Kpalma, Joseph Ronsin, Sparse Binary Matrices of LDPC codes for Compressed Sensing, Data Compression Conference (DCC 2012), 10-12 April 2012, Snowbird (Utah), États-Unis
  22. Miloud Chikr El-Mezouar, Nasreddine Taleb, Kidiyo Kpalma, Joseph Ronsin, Edge Preservation in Ikonos Multispectral and Panchromatic Imagery Pan-sharpening, 1st Taibah University Int. Conf. on Comp. and Inf. Tech., 12-14 March 2012, Al-Madinah Al-Munawwarah, Saudi Arabia
  23. Miloud Chikr El-Mezouar, Nasreddine Taleb, Kidiyo Kpalma, Joseph Ronsin, A New Evaluation Protocol for Image Pan-sharpening Methods, 1st Taibah University Int. Conf. on Comp. and Inf. Tech., 12-14 March 2012, Al-Madinah Al-Munawwarah, Saudi Arabia
  24. Cong Bai, Kidiyo Kpalma, Joseph Ronsin, A new descriptor based on 2D DCT for image retrieval, VISAPP 2012, International Conference on Computer Vision Theory and Applications,24-26 February 2012, Roma, Italy.

Book chapters

  1. Kidiyo Kpalma, Cong Bai, Miloud Chikr El Mezouar, Kamel Belloulata, Nasreddine Taleb, Lakhdar Belhallouche, Djamal Boukerroui, A New Histogram-Based Descriptor for Images Retrieval from Databases, in Advances in Intelligent Analysis of Medical Data and Decision Support Systems, Vol. 473, Studies in Computational Intelligence, Springer International Publishing, Editors: Roumen Kountchev and Barna Iantovics, 12 pages (2013)
  2. Mingqiang Yang, Kidiyo Kpalma and Joseph Ronsin, Shape-based invariant features extraction for object recognition, in “Advances in Reasoning-Based Image Processing Intelligent Systems”, Springer, Editors Prof. Roumen Kountchev and Prof. Kazumi Nakamatsu, 60 pages (2011)
  3. Mingqiang Yang, Kidiyo Kpalma and Joseph Ronsin, Chord Context algorithm for shape feature extraction, in Object Recognition, in « Object Recognition », ISBN 978-953-307-222-7, Editor Dr. Tam Phuong Cao, 18 pages (2011).
  4. Mingqiang Yang, Kidiyo Kpalma and Joseph Ronsin, A Survey of Shape Feature Extraction Techniques, in « Pattern Recognition », ISBN 978-3-902613-24-4, I-Tech Education and Publishing (Ed.), 48 pages (2008).
  5. Mingqiang Yang, Kidiyo Kpalma and Joseph Ronsin, Contour Descriptor Based on Affine Invariance Normalization, in « Advances in Communication Systems and Electrical Engineering », ISBN 978-0-387-74937-2, Springer (Ed.) 15 pages (2008).
  6. Youcef Bentoutou, Nasreddine and Kidiyo Kpalma, Evaluation and Assessment of Rigid, Affine, and Nonrigid Registration Techniques: Application to X-ray Angiography Images, in Computer Vision Research Progress, ISBN 1-60021-992-6, Nova Science Publishers (Ed.), 12 pages (2008).
  7. Kidiyo Kpalma, and Joseph Ronsin, An overview of advances of pattern recognition systems in computer vision, in « Vision systems : segmentation and pattern recognition », ISBN 978-3-902613-05-9, Chapter 10; Obinata and Dutta (Eds.), I-Tech Education and Publishing, Vienna, 26 pages (2007).

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