Articles de l’équipe Multimédia dans des revues internationales avec comité de lecture

• Tan-Sy Nguyen, Marie Luong, Mounir Kaaniche, Long H. Ngo, and Azeddine Beghdadi. A novel multibranch wavelet neural network for sparse representation based object classification. Pattern Recognition, 135(109155), March 2023.

• Zohaib Amjad Khan, Tassnim Dardouri, Mounir Kaaniche, and Gabriel Dauphin. Nncd-iqa : A new neural networks based compressed database for image quality assessment. Multimedia Tools and Applications, Springer, 82 :13951-13971, April 2023.

• Nouman Bashir, Saadi Boudjit, and Gabriel Dauphin. A connectivity aware path planning for a fleet of UAVs in an urban environment. IEEE Transactions on Intelligent Transportation Systems, pages 1-16, 2023.

• Nouman Bashir, Saadi Boudjit, Gabriel Dauphin, and Sherali Zeadally. An obstacle avoidance approach for UAV path planning. Simulation Modelling Practice and Theory, 129 :102815, 2023.

• Yang Cao, Wei Feng, Yinghui Quan, Wenxing Bao, Gabriel Dauphin, Yijia Song, Aifeng Ren, and Mengdao Xing. A two-step ensemble-based genetic algorithm for land cover classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16 :409-418, 2023.

• Souhail Bakkali, Zuheng Ming, Mickael Coustaty, Marçal Rusiñol, and Oriol Ramos Terrades. Vlcdoc : Vision-language contrastive pre-training model for cross-modal document classification. Pattern Recognition, 139 :109419, 2023.

• Shiruo Liu, Xiaoguang Yuan, Wei Feng, Aifeng Ren, Zhenyong Hu, Zuheng Ming, Adnan Zahid, Qammer H Abbasi, and Shuo Wang. A novel heteromorphic ensemble algorithm for hand pose recognition. Symmetry, 15(3) :769, 2023.

• Yijia Song, Wei Feng, Gabriel Dauphin, Yijun Long, Yinghui Quan, and Mengdao Xing. Ensemble alignment subspace adaptation method for cross-scene classification. IEEE Geoscience and Remote Sensing Letters, 20 :1-5, 2023.

• Yan Lv, Wei Feng, Shuo Wang, Gabriel Dauphin, Yali Zhang, and Mengdao Xing. Spectral-spatial feature enhancement algorithm for nighttime object detection and tracking. Symmetry, 15(2), 2023.

• Aladine Chetouani, Muhammad Ali Qureshi, Mohamed Deriche, and Azeddine Beghdadi. Blind qualitybased pairwise ranking of contrast changed color images using deep networks. Signal Processing : Image Communication, page 117059, 2023.

• Zahra Amiri, Hamid Hassanpour, and Azeddine Beghdadi. Abnormalities detection in wireless capsule endoscopy images using EM algorithm. Vis. Comput., 39(7) :2999-3010, 2023.

• Zahra Amiri, Hamid Hassanpour, and Azeddine Beghdadi. Combining deep features and hand-crafted features for abnormality detection in wce images. Multimedia Tools and Applications, pages 1-34, 2023.

• Long Hai Ngo, Marie Luong, Nikolay Metodiev Sirakov, Emmanuel Viennet, and Thuong Le-Tien. Skin lesion image classification using sparse representation in quaternion wavelet domain. Signal, Image and Video Processing Springer, 16(7) :1721-1729, January 2022.

• Daying Quan, Wei Feng, Gabriel Dauphin, Xiaofeng Wang, Wenjiang Huang, and Mengdao Xing. A novel double ensemble algorithm for the classification of multi-class imbalanced hyperspectral data. Remote Sensing MDPI, 14(15), 2022.

• Zhaonian Zhang, Richard Jiang, Ce Zhang, Bryan Williams, Ziping Jiang, Chang-Tsun Li, Paul Chazot, Nicola Pavese, Ahmed Bouridane, and Azeddine Beghdadi. Robust brain age estimation based on sMRIvia nonlinear age-adaptive ensemble learning. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30 :2146-2156, 2022.

• Zahra Amiri, Hamid Hassanpour, and Azeddine Beghdadi. Abnormalities detection in wireless capsule endoscopy images using EM algorithm. The Visual Computer Springer, pages 1-12, 2022.

• Hamid Hassanpour, Zahra Mortezaie, and Azeddine Beghdadi. Sensing image regions for enhancing accuracy in people re-identification. Iranian (Iranica) Journal of Energy & Environment Babol Noshirvani University of Technology, 13(3) :295-304, 2022.

• Long Hai Ngo, Marie Luong, Nikolay Metodiev Sirakov, and Emmanuel Viennet. Image classification based on sparse representation in the quaternion wavelet domain. IEEE Access, 10 :31548-31560, March 2022.

• Rabia Naseem, Akib Jayed Islam, Faouzi Alaya Cheikh, and Azeddine Beghdadi. Contrast enhancement : Cross-modal learning approach for medical images. Electronic Imaging, 34 :1-6, 2022.

• Zahra Amiri, Hamid Hassanpour, and Azeddine Beghdadi. Feature extraction for abnormality detection in capsule endoscopy images. Biomedical Signal Processing and Control Elsevier, 71(Part) :103219, 2022.

• Amine Mohamed Rezki, Amina Serir, and Azeddine Beghdadi. Blind image inpainting quality assessment using local features continuity. Multimedia Tools and Applications Springer, 81(7) :9225-9244, 2022.

• Zahra Mortezaie, Hamid Hassanpour, and Azeddine Beghdadi. People re-identification under occlusion and crowded background. Multimedia Tools and Applications Springer, 81(16) :22549-22569, 2022.

• Shuxian Dong, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, and Mengdao Xing. Deep ensemble CNN method based on sample expansion for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing, 60 :1-15, 2022.

• Shuo Wang, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, Wenjiang Huang, Jing Li, and Mengdao Xing. A heterogeneous double ensemble algorithm for soybean planting area extraction in Google Earth Engine. Computers and Electronics in Agriculture Elsevier, 197 :1-13, 2022.

• Tan-Sy Nguyen, Marie Luong, Mounir Kaaniche, Long Hai Ngo, and Azeddine Beghdadi. A novel multi-branch wavelet neural network for sparse representation based object classification. Pattern Recognition Elsevier, 135(5), November, 2022.

• Nguyen Thanh Trung, Dinh-Hoan Trinh, Nguyen Linh Trung, and Marie Luong. Low-dose CT image denoising using deep convolutional neural networks with extended receptive fields. Signal, Image and Video Processing Springer, 16 :1963-1971, February, 2022.

• Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh, and Osama Gharbi. A neural network based framework for effective laparoscopic video quality assessment. Computerized Medical Imaging and Graphics Elsevier, 101 :102121, 2022.

• Zohaib Amjad Khan, Tassnim Dardouri, Mounir Kaaniche, and Gabriel Dauphin. Nncd-iqa : A new neural networks based compressed database for image quality assessment. Multimedia Tools and Applications Springer, September, 2022.

• Qinzhe Lv, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, and Mengdao Xing. Enhancedrandom- feature-subspace-based ensemble CNN for the imbalanced hyperspectral image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14:3988-3999, 2021

• Yinghui Quan, Yingping Tong, Wei Feng, Gabriel Dauphin, Wenjiang Huang, Wentao Zhu, and Mengdao Xing. Relative total variation structure analysis-based fusion method for hyperspectral and LiDAR data classification. Remote Sensing MDPI, 13 :1-29, 2021.

• Rabia Naseem, Zohaib Amjad Khan, Nitin Satpute, Azeddine Beghdadi, Faouzi Alaya Cheikh, and Joaquín Olivares. Cross-modality guided contrast enhancement for improved liver tumor image segmentation. IEEE Access, 9 :118154-118167, 2021.

• Omar Elharrouss, Noor Almaadeed, Somaya Al-Máadeed, Ahmed Bouridane, and Azeddine Beghdadi. A combined multiple action recognition and summarization for surveillance video sequences. Applied Intelligence Springer, 51(2) :690-712, 2021.

• Wilko Guilluy, Laurent Oudre, and Azeddine Beghdadi. Video stabilization : Overview, challenges and perspectives. Signal Processing : Image Communication Elsevier, 90 :116015, 2021.

• Rabia Naseem, Faouzi Alaya Cheikh, Azeddine Beghdadi, Khan Muhammad, and Muhammad Sajjad. Cross-modal guidance assisted hierarchical learning based siamese network for MR image denoising. Electronics MDPI, 10 :1-19, 2021.

• Long Hai Ngo, Marie Luong, Nikolay Methodiev Sirakov, Emmanuel Viennet, and Thuong Le-Tien. Skin lesion image classification using sparse representation in quaternion wavelet domain. Signal, Image and Video Processing Journal Springer, 2021.

• Ouahbi Rekik, Karim Abed-Meraim, Mohamed Nait-Meziane, Anissa Mokraoui, and Ngyen Linh-Trung. Maximum likelihood based identification for nonlinear multichannel communications systems. Signal Processing Journal Elsevier, 10 :1-19, Available online 24 August 2021.

• Tassnim Dardouri, Mounir Kaaniche, Amel Benazza, and Jean Christophe Pesquet. Dynamic neural network for lossy to lossless image coding. IEEE Transactions on Image Processing, 31 :569-584, 2021.

• Azeddine Beghdadi, Muhammad Ali Qureshi, Seyed Ali Amirshahi, Aladine Chetouani, and Marius Pedersen. A critical analysis on perceptual contrast and its use in visual information analysis and processing. IEEE Access, 8 :156929-156953, 2020.

• Congcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, and Ole Jakob Elle. Adaptive context encoding module for semantic segmentation. Electronic Imaging Society for Imaging Science and Technology, 2020(10) :27-1, 2020.

• Omar Elharrouss, Noor Almaadeed, Somaya Al-Maadeed, Ahmed Bouridane, and Azeddine Beghdadi. A combined multiple action recognition and summarization for surveillance video sequences. Applied Intelligence Springer, pages 1-23, 2020.

• Imen Kadri, Gabriel Dauphin, Anissa Mokraoui, and Zied Lachiri. Disparities selection controlled by the compensated image quality for a given bitrate. Signal, Image and Video Processing Springer, 14(6) :1143-1151, 2020.

• Yinghui Quan, Xian Zhong, Wei Feng, Gabriel Dauphin, Lianru Gao, and Mengdao Xing. A novel feature extension method for the forest disaster monitoring using multispectral data. Remote Sensing MDPI, 12 :1-25, 2020.

• Wei Feng, Yinghui Quan, and Gabriel Dauphin. Label noise cleaning with an adaptive ensemble method based on noise detection metric. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 20(23) :1-17, November 2020.

• Pierre Humbert, Clément Dubost, Julien Audiffren, and Laurent Oudre. Apprenticeship learning for a predictive state representation of anesthesia. IEEE Transactions on Biomedical Engineering, 67(7) :2052-2063, July 2020.

• Charles Truong, Laurent Oudre, and Nicolas Vayatis. Selective review of offine change point detection methods. Signal Processing Elsevier, 167 :107299, February 2020.

• Aliénor Vienne-Jumeau, Laurent Oudre, Albane Moreau, Flavien Quijoux, Sébastien Edmond, Mélanie Dandrieux, Eva Legendre, Pierre-Paul Vidal, and Damien Ricard. Personalized template-based step detection from inertial measurement units signals in multiple sclerosis. Frontiers in Neurology Frontiers Media SA, pages 11-261, April 2020.

• Tristan Dot, Flavien Quijoux, Laurent Oudre, Aliénor Vienne-Jumeau, Albane Moreau, Pierre-Paul Vidal, and Damien Ricard. Non-linear template-based approach for the study of locomotion.  Sensors MDPI, 20(7) :1939, March 2020.

• Sylvain Jung, Mona Michaud, Laurent Oudre, Eric Dorveaux, Louis Gorintin, Nicolas Vayatis, and Damien Ricard. The use of inertial measurement units for the study of free living environment activity assessment : A literature review. Sensors MDPI, 20(19) :5625, 2020.

• Juan Mantilla, Danping Wang, Ioannis Bargiotas, Junhong Wang, Jiuwen Cao, Laurent Oudre, and Pierre-Paul Vidal. Motor style at rest and during locomotion in human. Journal of Neurophysiology, American Physiological Society Bethesda, MD, 123(6) :2269-2284, June 2020.

• Clément Dubost, Pierre Humbert, Laurent Oudre, Christophe Labourdette, Nicolas Vayatis, and Pierre-Paul Vidal. Quantitative assessment of consciousness during anesthesia without EEG data. Journal of Clinical Monitoring and Computing Springer, July 2020.

• Pierre-Paul Vidal, Aliénor Vienne-Jumeau, Albane Moreau, Catherine Vidal, Danping Wang, Julien Audiffren, Ioannis Bargiotas, Rémi Barrois, Stéphane Buffat, Clément Dubost, Jean-Michel Ghidaglia, Christophe Labourdette, Juan Mantilla, Laurent Oudre, Flavien Quijoux, Matthieu Robert, Alain Yelnik, Damien Ricard, and Nicolas Vayatis. An opinion paper on the maintenance of robustness : Towards a multimodal and intergenerational approach using digital twins. Aging Medicine Wiley Online Library, 13(3) :188-194, July 2020.

• Charles Truong, Laurent Oudre, and Nicolas Vayatis. Selective review of offine change point detection methods. Signal Processing Elsevier, 167 :107299, 2020.

• Congcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, and Ole Jakob Elle. Adaptive context encoding module for semantic segmentation. Electronic Imaging Journal, abs/1907.06082, January 2020.

• Aliénor Vienne-Jumeau, Laurent Oudre, Albane Moreau, Flavien Quijoux, Pierre-Paul Vidal, and Damien Ricard. Comparing gait trials with greedy template matching. Sensors MDPI, 19(14) :3089, 2019.

• Charles Truong, Rémi Barrois-Müller, Thomas Moreau, Clément Provost, Aliénor Vienne-Jumeau, Albane Moreau, Pierre-Paul Vidal, Nicolas Vayatis, Stéphane Buffat, Alain Yelnik, Damien Ricard, and Laurent Oudre. A data set for the study of human locomotion with inertial measurements units. Image Processing On Line, 9 :381-390, 2019.

• Pierre Humbert, Clément Dubost, Julien Audiffren, and Laurent Oudre. Apprenticeship learning for a predictive state representation of anesthesia. IEEE Transactions on Biomedical Engineering, 67(7), 2052-2063, 2019.

• Charles Truong, Laurent Oudre, and Nicolas Vayatis. Greedy kernel change point detection. IEEE Transactions on Signal Processing, 67(24), 6204-6214, 2019.

• Atena Shahkolaei, Azeddine Beghdadi, and Mohamed Cheriet. Blind quality assessment metric and degradation classification for degraded document images. Signal Processing : Image Communication Elsevier, 76 :11-21, 2019.

• Nguyen Thanh Trung, Trinh Dinh Hoan, Nguyen Linh Trung, and Marie Luong. Low-dose CT image denoising using image decomposition and sparse representation. REV Journal on Electronics and Communications, 9 :78-88, 2019.

• Emna Ghodhbani, Mounir Kaaniche, and Amel Benazza-Benyahia. Close approximation of kullbackleibler divergence for sparse source retrieval. IEEE Signal Processing Letters, 26(5) :745-749, 2019.

• Emna Ghodhbani, Mounir Kaaniche, and Amel Benazza-Benyahia. Depth-based color stereo images retrieval using joint multivariate statistical models. Signal Processing : Image Communication Elsevier, 76 :272-282, 2019.

• Ouahbi Rekik, Abdelhamid Ladaycia, Anissa Mokraoui, and Karim Abed-Meraim. CRB-based performance analysis of semi-blind channel estimation for massive MIMO-OFDM systems with pilot contamination. IET Communications Wiley Online Library, September 2019.

• Abdelhamid Ladaycia, Adel Belouchrani, Karim Abed-Meraim, and Anissa Mokraoui. Semi-blind MIMO-OFDM channel estimation using expectation maximisation like techniques. IET Communications Wiley Online Library, September 2019.

• Wei Feng, Gabriel Dauphin, Wenjiang Huang, Yinghui Quan, Wenxing Bao, Mingquan Wu, and Qiang Li. Dynamic synthetic minority over-sampling technique-based rotation forest for the classification of imbalanced hyperspectral data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, pages 1-11, 2019.

• Amani Chaker, Mounir Kaaniche, Amel benazza Benyahia, and Marc Antonini. Efficient transform based texture image retrieval techniques under quantization effects. Multimedia Tools and Applications Springer, 77(1) :1-25, 2018.

• Bilel Sdiri, Mounir Kaaniche, Faouzi Alaya Cheikh, Azeddine Beghdadi, and Ole Jakob Elle. Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination. IEEE Transactions on Medical Imaging, pages 1-13, 2018.

• Patricia Conde-Céspedes, Blaise Ngonmang, and Emmanuel Viennet. An efficient method for mining the maximal alpha-quasi-clique- community of a given node in complex networks. Social Network Analysis and Mining Springer, 8(20), December 2018.

• Wang Congcong, Faouzi Alaya Cheikh, Mounir Kaaniche, Azeddine Beghdadi, and Ole Jakob Elle. Variational based smoke removal in laparoscopic images. BioMedical Engineering OnLine BioMed Central, 139(17) :1-18, 2018.

• Ismail Bezzine, Mounir Kaaniche, Saadi Boudjit, and Azeddine Beghdadi. Sparse optimization of non separable vector lifting scheme for stereo image coding. Journal of Visual Communication and Image Representation, special issue on on Emerging 3D and Immersive Data Processing and Evaluation Technologies Elsevier, 57 :283-293, 2018.

• Ba Chien Thai, Anissa Mokraoui, and Basarab Matei. Contrast enhancement and details preservation of tone mapped high dynamic range images. Journal of Visual Communication and Image Representation Elsevier, December, 16th, 2018.

• Jakob Suchan, Mehul Bhatt, Srikrishna Vardarajan, Seyed Ali Amirshahi, and Stella Yu. Semantic analysis of (reectional) visual symmetry : A human-centred computational model for declarative explainability. Advances in Cognitive Systems, 2018.

• Laurent Oudre, Rémi Barrois-Müller, Thomas Moreau, Charles Truong, Aliénor Vienne-Jumeau, Damien Ricard, Nicolas Vayatis, and Pierre-Paul Vidal. Template-based step detection with inertial measurement units. Sensors MDPI, 18(11), 2018.

• Noor Al-Máadeed, Muhammad Asim, Somaya Al-Máadeed, Ahmed Bouridane, and Azeddine Beghdadi. Automatic detection and classification of audio events for road surveillance applications. Sensors MDPI, 18(6) :1858, 2018.

• Laurent Oudre. Interpolation of Missing Samples in Sound Signals Based on Autoregressive Modeling. Image Processing On Line, 8 :329-344, 2018.

• Abdelhamid Ladaycia, Anissa Mokraoui, Karim Abed-Meraim, and Adel Belouchrani. Performance bounds analysis for semi-blind channel estimation in MIMO-OFDM communications systems. IEEE Transactions on Wireless Communications, 16(9) :5925-5938, 2017.

• Walid Hachicha, Mounir Kaaniche, Azeddine Beghdadi, and Faouzi Alaya Cheikh. No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models. Signal Processing : Image Communication Elsevier, 54 :107-117, 2017.

• Saadi Boudjit, Anis Harfouche, and Azeddine Beghdadi. A lightweight routing protocol for a wireless video surveillance platform : Implementation, experiments and perspectives. EAI Endorsed  Transactions on Ambient Systems, 4(13) :e4, 2017.

• Rafael Palomar, Faouzi Alaya Cheikh, Bjørn Edwin, Åsmund Fretland, Azeddine Beghdadi, and Ole Jakob Elle. A novel method for planning liver resections using deformable bézier surfaces and distance maps. Computer methods and programs in biomedicine Elsevier, 144 :135-145, 2017.

• Mohamed Riad Yagoubi, Amina Serir, and Azeddine Beghdadi. A collaborative enhancement compression approach for historical document images based on pde-analysis. Digital Signal Processing Elsevier, 67 :61-75, 2017.

• Amina Saleem, Azeddine Beghdadi, and Boualem Boashash. A distortion-free contrast enhancement technique based on a perceptual fusion scheme. Neurocomputing Elsevier, 226 :161-167, 2017.

• Patricia Conde-Céspedes, Jean-François Marcotorchino, and Emmanuel Viennet. Comparison of linear modularization criteria using the relational formalism, an approach to easily identify resolution limit. Advances in Knowledge Discovery and Management (AKDM-6) Springer, pages 101-120, January 2017.

• Atidel Lahoulou, Mohamed Chaker Larabi, Azeddine Beghdadi, Emmanuel Viennet, and Ahmed Bouridane. Knowledge based taxonomic scheme for full reference objective image quality measurement models. Journal of Imaging Science and Technology Society for Imaging Science and Technology, 2017.

• Muhammad Ali Qureshi, Mohamed A. Deriche, Azeddine Beghdadi, and Asjad Amin. A critical survey of state-of-the-art image inpainting quality assessment metrics. Journal of Visual Communication and Image Representation Elsevier, 49 :177-191, 2017.

• Muhammad Ali Qureshi, Azeddine Beghdadi, and Mohamed A. Deriche. Towards the design of a consistent image contrast enhancement evaluation measure. Signal Processing : Image Communication Elsevier, 58 :212-227, 2017.

• Thuong Le-Tien, Tu Huynh-Kha, Long Pham-Cong-Hoan, An Tran-Hong, Nilanjan Dey, and Marie Luong. Combined zernike moment and multiscale analysis for tamper detection in digital images. Informatica (Slovenia), 41(1), 2017.