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

• Bissmella Bahaduri, Zuheng Ming, Fangchen Feng, and Anissa Mokraoui. Multimodal transformer using cross-channel attention for abject detection in remote sensing images. In 2024 IEEE International Confe­rence on Image Processing (ICIP), pages 2620-2626. IEEE, 2024.

• Pierre Le Jeune, Hicham Talaoubrid, and Anissa Mokraoui. Improving few-shot and cross-domain abject detection on aerial images with a diffusion-based detector. In IGARSS 2024 – 2024 IEEE International Geoscience and Remote Sensing Symposium, pages 8148-8152, 2024.

• Jing Jie Tan, Anissa Mokraoui, Ban-Hoe Kwan, Danny Wee-Kiat Ng, and Yan-Chai Hum. Siamese-driven optimization for low-resolution image latent embedding in image captioning. In 2024 Signal Processing : Algorithms, Architectures, Arrangements, and Applications (SPA), pages 79-84, 2024.

• Bouzid Arezki, Fangchen Feng, and Anissa Mokraoui. Universal end-to-end neural network for lossy image compression. In 32nd European Signal Processing Conference (EUSIPCO’24), 2024.

• Aymen Sadraoui, Astrid Laurent-Bellue, Mounir Kaaniche, Amel Benazza-Benyahia, Catherine Guettier, and Jean-Christophe Pesquet. Unrolled projected gradient algorithm for stain separation in digital histo­pathological images. In IEEE International Conference on Image Processing (ICIP), October 2024.

• Bouzid Arezki, Anissa Mokraoui, and Fangchen Feng. Efficient image compression using advanced state space models. In 26th International Workshop on Multimedia Signal Processing(MMSP’24), 2024.

• Xixi Jia, Fangchen Feng, Deyu Meng, and Defeng Sun. Globally q-linear gaussian-newton method for overparameterized non-convex matrix sensing. In NeurIPS, 2024.

• Zuheng Ming Manar Ouled Ahmed and Alice Othmani. Harnessing knowledge distillation for enhanced text-to-text translation in low-resource languages. In 2024 26th International Conference on Speech and Computer (SPECOM), pages 2620-2626. Springer, 2024.

• Jérémy Jaspar, Emmanuel Viennet, David Gualandris, Jean-Louis Sauvaget, and Françoise Soulié­Fogelman. Using synthetic images to improve and test abject detection in the context of the autonomous vehicle. In IEEE 12th European Workshop on Visual Information Processing (EUVIP), sep 2024.

• Tan-Sy Nguyen, Marie Luong, John Chaussard, Hatem Zaag, Azeddine Beghdadi, and Thuong Le-Tien. A new method for uneven illumination correction of wireless capsule endoscopy images. In 2024 12th European Workshop on Visual Information Processing (EUVIP), Sept 2024.

• Wael Suliman, Mohamed Deriche, Naoufel Werghi, and Azeddine Beghdadi. A fusion-based approach for blind contrast-enhanced image ranking. In 2024 IEEE International Conference on Image Processing (ICIP ), pages 1165-1171. IEEE, 2024.

• Saif Hassan, Mohib Ullah, Ali Shariq Imran, Ghulam Mujtaba, Muhammad Mudassar Yamin, Ehtesham Hashmi, Faouzi Alaya Cheikh, and Azeddine Beghdadi. A self-supervised diffusion framework for facial emotion recognition. In 2024 IEEE International Conference on Image Processing (ICIP), pages 465-471. IEEE, 2024.

• Borhen-Eddine Dakkar, Azeddine Beghdadi, Stefania Colonnese, Naveed Iqbal, and Azzedine Zerguine. Assessing video shakiness : A navel data and protocols framework. In 2024 IEEE International Conference on Image Processing (ICIP ), pages 1253-1259. IEEE, 2024.

• Beghdadi Ayman, Beghdadi Azeddine, Ullah Mohib, Alaya Cheikh Faouzi, and Mallem Malik. A new lightweight hybrid graph convolutional neural network – cnn scheme for scene classification using abject detection inference. In 2024 European Workshop on Visual Information Processing (EUVIP), pages 1-6. IEEE, 2024.

• Sid Ahmed Soumya, Messali Zoubeida, and Beghdadi Azeddine. Hybrid denoising and super-resolution approach for eftem tomographie image quality enhancement. In 2024 European Workshop on Visual Infor­mation Processing (EUVIP), pages 1-6. IEEE, 2024.

• Nguyen Tan-Sy, Luong Marie, Chaussard Johin, Zaag Hatem, Beghdadi Azeddine, and Le-Tien T. A new method for uneven illumination correction of wireless capsule endoscopy images. In 2024 European Workshop on Visual Information Processing (EUVIP), pages 1-6. IEEE, 2024.

• Lionel Feugère, Jung-Hee Seo, Umair Ismail, Gabriella Gibson, and Rajat Mittal. 3D audio-visual recordings of mosquito wings for aeroacoustic simulation. In Arianna Astolfi, Francesco Asdrudali, and Louena Shtrepi, editors, Forum Acusticum, pages 5151-5158, Torino, Italy, September 2023.

• Muhammad Moosa, Muhammad Mudassar Yamin, Ehtesham Hashmi, Azeddine Beghdadi, Ali Shariq Imran, Faouzi Alaya Cheikh, and Mohib Ullah. Smt : Self-supervised approach for multiple animal detection and tracking. In IFIP International Conference on Artificial Intelligence Applications and Innovations , pages 307-317. Springer, 2024.

• Thang-Anh-Quan Nguyen, Ehtesham Hashmi, Muhammad Mudassar Yamin, Azeddine Beghdadi, Faouzi Alaya Cheikh, and Mohib Ullah. Benign paroxysmal positional vertigo disorders classification using eye tracking data. In IFIP International Conference on Artificial Intelligence Applications and Innovations, pages 17 4-185. Springer, 2024.

• Wei Feng, Fan Bu, Xinting Gao, Shuo Wang, Yinghui Quan, Gabriel Dauphin, Mengdao Xing, and Yan Lv. Ensemble margin based semi-supervised random forest for the classification of hyperspectral image with limited training data. In International Geoscience and Remote Sensing Symposium, IGARSS, Athens, Greece, page 4, July 2024..

• Yi Jie Wong, Yin-Loon Khor, Mau-Luen Tham, Ban-Hoe Kwan, Anissa Mokraoui, and Yoong Choon Chang. Cross-city building instance segmentation : From more data to diffusion-augmentation. In IEEE International Conference on Big Data, page 4, 15-18 December 2024.

Conférences nationales :

• Bouzid Arezki, Anissa Mokraoui, and Fangchen Feng. Compression efficace d’images basée sur un modèle de représentation d’état. In COmpression et REprésentation des Signaux Audiovisuels(CORESA ’24), 2024.

• Jérémy Jaspar, Emmanuel Viennet, David Gualandris, Jean-Louis Sauvaget, and Françoise Soulié-Fogelman. Looking for performance guarantees of an image compression and object detection pipeline. In Société des Ingénieurs de l’ Automobile, editor, SIA Vision, October 2024.

• Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, and Gabriel Dau­phin. Vers une nouvelle génération de schémas de lifting basés sur les réseaux de neurones et application à la compression d’images. In COmpression et REprésentation des Signaux Audiovisuels (CORESA), Rennes, France, 2024.

• Bilal Faye, Hanane Azzag, Mustapha Lebbah, and Fangchen Feng. Normalisation Contextuelle: Une Nouvelle Approche pour la Stabilité et l’ Amélioration des Performances des Réseaux de Neurones. RNTI, Extraction et Gestion des Connaissances, RNTI-E-40 :83-106, 2024.

• Issam Benamara and Emmanuel Viennet. Contextual advertising strategy generation via attention and interaction guidance. In IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), October 2023, Thessaloniki, Greece.

• Bouzid Arezki, Fangchen Feng, and Anissa Mokraoui. Convolutional transformer-based image compression. IEEE Signal Processing : Algorithms, Architectures, Arrangements, and Applications (SPA), 2023, Poznan, Poland.

• Wei Feng, Xinting Gao, Gabriel Dauphin, and Yinghui Quan. Rotation XGBoost based method for hyperspectral image classification with limited training samples. In IEEE International Conference on Image Processing (ICIP), pages 900-904, Oct. 2023.

• Pierre Le Jeune and Anissa Mokraoui. Cross-scale querry-support alignement approach for small object detection in the few-shot regime. In IEEE International Conference on Image Processing (ICIP), pages 555-559, Oct. 2023, Kuala Lumpur, Malaysia.

• Mohamed Riad Yagoubi, Seyed Ali Amirshahi, Steven Y Le Moan, Azeddine Beghdadi, and Erik Rodner. Blind video stabilization assessment based on convolutional lstm. In IEEE proceedings of the 11th European Workshop on Visual Information Processing (EUVIP), Sept. 2023, Gjovik, Norway.

• Yousra Taifour, Adane Nega Tarekegn, Mohib Ullah, Azeddine Beghdadi, and Faouzi Alaya-Cheikh. Selfsupervised animal detection in indoor environment. In IEEE proceedings of the 12th International Conference on Image Procissing Theory, Tools and Applications (IPTA), Oct. 2023, Paris France.

• Ayman Beghdadi, Azeddine Beghdadi, Malik Mallem, Faouzi Alaya-Chekh, and Beji Lotfi. Cd-coco : A versatile complex distorted coco database for scene-context-aware computer vision. In IEEE proceedings of the 11th European Workshop on Visual Information Processing (EUVIP), Sept. 2023, Gjovik, Norway.

• Tan-Sy Nguyen, Marie Luong, John Chaussard, Azeddine Beghdadi, Hatem Zaag, and Thuong Le-Tien. A quality-oriented database for video capsule endoscopy. In IEEE proceedings of the 11th European Workshop on Visual Information Processing (EUVIP), Sept. 2023, Gjovik, Norway.

• Lionel Feugère, Jung-Hee Seo, Umair Ismail, Gabriella Gibson, and Rajat Mittal. 3D audio-visual recordings of mosquito wings for aeroacoustic simulation. In Forum Acusticum, Sept. 2023,Torino, Italy.

Conférences nationales :

• Pierre Le Jeune and Anissa Mokraoui. Extension de l’intersection over union pour améliorer la détection d’objets de petite taille en régime d’apprentissage few-shot. In Proceedings of the Groupe de Recherche et d’Etudes en Traitement du Signal et des Images (GRETSI), Grenoble, France, septembre 2023.

• Bouzid Arezki, Fangchen Feng, and Anissa Mokraoui. Transformer-based image compression without positional encoding. Proceedings of the COmpression et REprésentation des Signaux Audiovisuels (CORESA), mai 2023.

• Issam Benamara and Emmanuel Viennet. Contextual advertising strategy generation via attention and interaction guidance. In Atelier sur les mécanismes d’attention en apprentissage automatique de la conférence EGC 2023, January 2023.

• Azeddine Beghdadi, Muhammad Ali Qureshi, Borhen-Eddine Dakkar, Hammad Hassan Gillani, Zohaib Amjad Khan, Mounir Kaaniche, Mohib Ullah, and Faouzi Alaya Cheikh. A new video quality assessment dataset for video surveillance applications. In 2022 IEEE International Conference on Image Processing (ICIP), pages 1521-1525. IEEE, 2022.

• Lee Sze Foo, Anissa Mokraoui, Fangchen Feng, and Yoong Choon Chang. Motion estimation algorithm based on decoded residual compensation : A proof-of-concept. In Signal Processing : Algorithms, Architectures, Arrangements, and Applications(SPA2022), pages 92-97, September 20 – 22, 2022, Poznan, Poland.

• Pierre Le Jeune and Anissa Mokraoui. Improving few-shot object detection through a performance analysis on aerial and natural images. In 30th European Signal Processing Conference, EUSIPCO 2022, Belgrade, Serbia, August 29 – Sept. 2, 2022, pages 513-517. IEEE, 2022.

• Tan-Sy Nguyen, John Chaussard, Marie Luong, Hatem Zaag, and Azeddine Beghdadi. A no-reference measure for uneven illumination assessment on laparoscopic images. In 2022 IEEE International Conference on Image Processing (ICIP), pages 4103-4107. IEEE, 2022.

• Xinshan Zou, Wei Feng, Yinghui Quan, Qiang Li, Gabriel Dauphin, and Mengdao Xing. A multi-level synergistic image decomposition algorithm for remote sensing image fusion. In IGARSS 2022 – 2022 IEEE International Geoscience and Remote Sensing Symposium, pages 3754-3757, 2022.

• Yijia Song, Wei Feng, Yinghui Quan, Yue Liu, Qiang Li, Gabriel Dauphin, Yong Wang, and Mengdao Xing. Remote sensing image fusion technology based on DSP. In IGARSS 2022 – 2022 IEEE International Geoscience and Remote Sensing Symposium, pages 3359-3362, 2022.

• Wyctor Rocha Fogos, Hanane Azzag, Mustapha Lebbah, and Anissa Mokraoui. Super-resolution GAN improving YOLO’s performance benchmark. In 21st Interntional Conference on machine learning an applications, ICMLA 2022, Atlantis, Bahamas, December 12-14, 2022. IEEE, 2022.

• Tiziana Cattai, Azeddine Beghdadi, Gaetano Scarano, and Stefania Colonnese. Visually relevant point clouds features extraction by radial angular point cloud filtering. In 10th European Workshop on Visual Information Processing, EUVIP 2022, Lisbon, Portugal, September 11-14, 2022, pages 1-5. IEEE, 2022.

• Mamadou Keita, Sid-Ahmed Fezza, Wissam Hamidouche, and Azeddine Beghdadi. Visual security evaluation of perceptually encrypted images based on multi-task learning. In 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP). IEEE, 2022.

• Tasnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, Jean-Christophe Pesquet, and Gabriel Dauphin. A neural network approach for joint optimization of predictors in lifting-based image coders. In 2021 IEEE International Conference on Image Processing (ICIP), pages 3747-3751, 2021.

• Emna Ghodhbani, Mounir Kaaniche, and Amel Benazza-Benyahia. An effective 3D resnet architecture for stereo image retrieval. In Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP), pages 380-387, Online, February 2021.

• Malek Khammassi, Mounir Kaaniche, and Amel Benazza-Benyahia. Joint denoising of stereo images using 3D CNN. In International Symposium on Signal, Image, Video and Communications (ISIVC), pages 1-6, Saint-Etienne, France, April 2021.

• Xhenis Çoba, Fangchen FENG, and Azeddine Beghdadi. Blind image separation for document restoration using plug-and-play approach. In 23rd International Workshop on Multimedia Signal Processing, MMSP 2021, Tampere, Finland, October 06-08, 2021, pages 1-5. IEEE, 2021.

• Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, and Faouzi Alaya Cheikh. Learning based contrast enhancement evaluation using cartoon texture decomposition. In 9th European Workshop on Visual Information Processing, EUVIP 2021, Paris, France, June 23-25, 2021, pages 1-5. IEEE, 2021.

• Zahra Mortezaie, Hamid Hassanpour, and Azeddine Beghdadi. A color-based re-ranking process for people re-identification. In 9th European Workshop on Visual Information Processing, EUVIP 2021, Paris, France, June 23-25, 2021, pages 1-5. IEEE, 2021.

• Wei Feng, Yinghui Quan, Gabriel Dauphin, Qiang Li, Lianru Gao, Wenjiang Huang, Junshi Xia, Wentao Zhu, and Mengdao Xing. Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data. Information Sciences, IS, pages 1-48, 2021.

• Qinzhe Lv, Wei Feng, Yinghui Quan, Gabriel Dauphin, Lianru Gao, Guoping Zhao, and Mengdao Xing. Ensemble cnn with enhanced feature subspaces for imbalanced hyperspectral image classification. In IEEE International Geoscience and Remote Sensing Symposium, IGARSS, pages 3669-3672, 11-16 July 2021, Brussels, Belgium.

• Shuxian Dong, Yinghui Quan, Wei Feng, Gabriel Dauphin, and Mengdao Xing. Ensemble cnn based on pixel-pair and random feature selection for hyperspectral image classification with small-size training set. In IEEE International Geoscience and Remote Sensing Symposium, IGARSS, pages 2353-2356, 11-16 July 2021, Brussels, Belgium.

• Yinghui Quan, Xian Zhong, Wei Feng, Qiang Li, Gabriel Dauphin, and Mengdao Xing. Imbalanced multi-class classification of hyperspectral image based on smote and deep rotation forest. In IEEE International Geoscience and Remote Sensing Symposium, IGARSS, pages 2516-2519, 11-16 July 2021, Brussels, Belgium.

• Yinghui Quan, Yingping Tong, Wei Feng, Gabriel Dauphin, Yong Wang, Puxia Wu, and Mengdao Xing. Multi-scale feature extraction and total variation based fusion method for hsi and lidar data classification. In IEEE International Geoscience and Remote Sensing Symposium, IGARSS, pages 5433-5436, 11-16 July 2021, Brussels, Belgium.

• Pierre Le Jeune, Mustapha Lebbah, Anissa Mokraoui, and Hanene Azzag. Experience feedback using representation learning for few-shot object detection on aerial images. In 20th IEEE International Conference On Machine Learning and Applications (ICMLA), pages 662-667, 2021, Bahamas.

• Sylvain Jung, Laurent Oudre, Charles Truong, Eric Dorveaux, Louis Gorintin, Nicolas Vayatis, and Damien Ricard. Adaptive change-point detection for studying human locomotion. In 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pages 2020-2024, November 1-5, 2021, Mexico.

• Ouahbi Rekik, Anissa Mokraoui, Tran Quynh, Thanh Trung Le, and Karim Abed-meraim. Side information effect on semi-blind channel identification for MIMO-OFDM communications systems. In Asilomar IEEE Conference on Signals, Systems, and Computers, pages 443-448, 2021, Pacific Grove, CA, USA.

• Amina Benkessirat, Nadjia Benblidia, and Azeddine Beghdadi. Gastrointestinal image classification based on vgg16 and transfer learning. In IEEE International Conference on Information Systems and Advanced Technologies (ICISAT), pages 1-5, 2021, Tebessa, Algeria.

• Azeddine Beghdadi, Ismail Bezzine, and Ali Qureshi Muhammad. A perceptual quality-driven video surveillance system. In IEEE 23rd International Multitopic Conference, pages 1-6, November 5, 2020, Bahawalpur, Pakistan.

• Ismail Bezzine, Zohaib Amjad Khan, Azeddine Beghdadi, Noor Al Maadeed, Mounir Kaaniche, Somaya Al Maadeed, Ahmed Bouridane, and Faouzi Alaya-Cheikh. A perceptual video quality assessment dataset for smart public security systems. In IEEE 23rd International Multitopic Conference, pages 1-5, November 5, 2020, Bahawalpur, Pakistan.

• Abdulmajid Lawal, Qadri Mayyala, Azzedine Zerguine, and Azeddine Beghdadi. Salt dome detection using context-aware saliency. In IEEE 28th European Signal Processing Conference (EUSIPCO), pages 1906-1910, 2020, Amsterdam, Netherlands.

• Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, and Faouzi Alaya Cheikh. Residual networks based distortion classification and ranking for laparoscopic image quality assessment. In IEEE International Conference on Image Processing (ICIP), pages 176-180. 2020, United Arab Emirates.

• Azeddine Beghdadi. On measures of visual contrast and their use in image processing (invited paper). 10th Colour and Visual Computing Symposium 2020 (CVCS 2020), volume 2688, September 16-17, 2020, Gjøvik, Norway.

• Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya-Cheikh, Mounir Kaaniche, and Muhammad Ali Qureshi. A multi-criteria contrast enhancement evaluation measure using wavelet decomposition. In IEEE 22nd MultMedia Signal Processing Workshop, MMSP2020, September 21-24, 2020, Tampere, Finland.

• Fangchen Feng and Azeddine Beghdadi. Reverberant audio blind source separation via local convolutive independent vector analysis. In IEEE 22nd MultMedia Signal Processing Workshop, MMSP2020, September 21-24, 2020, Tampere, Finland.

• Tassnim Dardouri, Mounir Kaaniche, Amel Benazza-Benyahia, and Jean-Christophe Pesquet. Optimized lifting scheme based on a dynamically fully connected network for image coding. In IEEE International Conference on Image Processing (ICIP), pages 3329-3333, October 2020, United Arab Emirates.

• Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mounir Kaaniche, and Muhammad Ali Qureshi. A multi-criteria contrast enhancement evaluation measure using wavelet decomposition. In IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2020, Tampere, Finland.

• Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mounir Kaaniche, Eigus Pelanis, Raphael Palomar, and Ole J. Elle. Towards a video quality assessment based framework for enhancement of laparoscopic videos. In Medical Imaging 2022 : Image Perception, Observer Performance, and Technology Assessment, Vol. 11316, pp. 129-136, February 2020, San Diego, California.

• Tan-Sy Nguyen, Long Hai Ngo, Marie Luong, Mounir Kaaniche, and Azeddine Beghdadi. Convolution autoencoder-based sparse representation wavelet for image classification. In IEEE International Workshop on Multimedia Signal Processing (MMSP), September 2020, Tampere, Finland.

• Emna Ghodhbani, Mounir Kaaniche, and Amel Benazza-Benyahia. Color stereo image retrieval using a residual cnn-based approach. In Mediterranean and middle-east Geoscience and Remote Sensing Symposium (M2GARSS), pages 109-112, March 2020, Tunis, Tunisia.

• Ibtissem Cherfa, Anissa Mokraoui, Abdenour Mekhmoukh, and Karim Mokrani. Adaptively regularized kernel-based fuzzy c-means clustering algorithm using particle swarm optimization for medical image segmentation. In Signal Processing : Algorithms, Architectures, Arrangements, and Applications (SPA2020), pages 24-29, September 23-25, 2020, Poznan, Poland.

• Imen Kadri, Gabriel Dauphin, Anissa Mokraoui, and Zied Lachiri. Stereoscopic image coding using a global disparity estimation algorithm optimizing the compensation scheme impact. In Signal Processing : Algorithms, Architectures, Arrangements, and Applications (SPA2020), pages 68-74, September 23-25, 2020, Poznan, Poland.

• Mustafa Othman, Ken Chen, and Anissa Mokraoui. A study of qoe-aware adaptation mechanism for DASH video streaming based on objective visual quality assessment. In Signal Processing : Algorithms, Architectures, Arrangements, and Applications(SPA2020), pages 81-86, September 23-25, 2020, Poznan, Poland.

• Ouahbi Rekik, Karim Abed-Meraim, Marius Pesavento, and Anissa Mokraoui. Semi-blind sparse channel estimation and data detection by successive convex approximation. In IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications, pages 1-5, May 26-29, 2020, Atlanta, GA, USA.

• Ouahbi Rekik, Karim Abed-Meraim, Marius Pesavento, and Anissa Mokraoui. Multi-modulus based semi-blind source separation for MIMO-OFDM communications systems. In IEEE 21th Sensor Array and Multichannel Signal Processing Workshop, 2020, Virtual Conference).

• Pierre Humbert, Julien Audiffren, Laurent Oudre, and Nicolas Vayatis. Low rank activations for tensorbased convolutional sparse coding. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 32523256, May 2020, Virtual Barcelona.

• Clément Lalanne, Maxence Rateaux, Laurent Oudre, Matthieu Robert, and Thomas Moreau. Extraction of nystagmus patterns from eye-tracker data with convolutional sparse coding. In IEEE International Conference of the IEEE Engineering in Medecine and Biology Society (EMBC), pages 928-931, July 2020, Montréal, Canada.

• Antoine Mazarguil, Laurent Oudre, and Nicolas Vayatis. Localized interpolation for graph signals. In IEEE European Signal Processing Conference (EUSIPCO), pages 2160-2164, 2020, Amsterdam, Netherlands.

• Wei Feng, Yinghui Quan, Gabriel Dauphin, Xian Zhong, Qiang Li, Mengdao Xing, and Wenjiang Huang. Two-step ensemble based class noise cleaning method for hyperspectral image classification. In IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pages 830-833, 26 September – 2 October 2020, Virtual Symposium.

• Wei Feng, Yinghui Quan, Gabriel Dauphin, Puxia Wu, Bowen Bie, Yingping Tong, Xiaoguang Yuan, Qiang Li, and Mengdao Xing. Feature separation based rotation forest for hyperspectral image classification. In IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pages 489-492, 26 September – 2 October 2020, Virtual Symposium.

• Yinghui Quan, Shuxian Dong, Wei Feng, Gabriel Dauphin, Guoping Zhao, Yong Wang, and Mengdao Xing. Spectral-spatial feature extraction based CNN for hyperspectral image classification. In IEEE International Geoscience and Remote Sensing Symposium (IGARSS), pages 485-488, 26 September – 2 October 2020, Virtual Symposium.

• Charles Truong, Laurent Oudre, and Nicolas Vayatis. Supervised kernel change point detection with partial annotations. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 3147-3151, 2019, Brighton, UK.

• Batiste Le Bars, Pierre Humbert, Laurent Oudre, and Argyris Kalogeratos. Learning laplacian matrix from bandlimited graph signals. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 2937-2941, 2019, Brighton, UK.

• Pierre Humbert, Laurent Oudre, and Nicolas Vayatis. Subsampling of Multivariate Time-Vertex Graph Signals. In IEEE European Signal Processing Conference (EUSIPCO), pages 1 – 5, 2019, A Coruna, Spain.

• Aladine Chetouani, Muhammad Ali Qureshi, Mohamed A. Deriche, and Azeddine Beghdadi. A novel ranking algorithm of enhanced images using a convolutional neural network and a saliency-based patch selection scheme. In IEEE 11th International Conference on Quality of Multimedia Experience QoMEX, pages 1-6, 5-7 June 2019, Berlin, Germany.

• Sultan Khan, Habib Ullah, Mohib Ullah, Nicola Conci, Faouzi Alaya Cheikh, and Azeddine Beghdadi. Person head detection based deep model for people counting in sports videos. In IEEE 16-th International Conference on Advanced Video and Signal-based Surveillance (AVSS), pages 1-8, 18-21 September 2019, Taipei, Taiwan.

• Congcong Wang, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Azeddine Beghdadi, and Ole Jacob Elle. Multiscale deep desmoking for laparoscopic surgery. In Medical Imaging : Image processing. International Society for Optics and Photonics, volume 10949, pages 505-513, 16-21 February 2019, San Diego, California, United States.

• Rabia Naseem, Faouzi Alaya-Cheikh, Azeddine Beghdadi, Ole Jacob Elle, and Frank Lindseth. Cross modality guided liver image enhancement of CT using MRI. In IEEE 8th European workshop on visual information processing (EUVIP), pages 46-51, 28-31 October 2019, Rome, Italia.

• Sultan Khan, Habib Ullah, Mohib Ullah, Nicola Conci, Faouzi Alaya Cheikh, and Azeddine Beghdadi. Dimension invariant model for human head detection. In IEEE 8th European workshop on visual information processing (EUVIP), pages 99-104, 28-31 October 2019, Rome, Italia.

• Zahra Amiri, Hamid Hassanpour, and Azeddine Beghdadi. A computer-aided method to detect bleeding frames in capsule endoscopy images. In IEEE 8th European workshop on visual information processing (EUVIP), pages 217-221, 28-31 October 2019, Rome, Italia.

• Seyed Ali Amirshahi, Marius Pedersen, and Azeddine Beghdadi. Comparing the chromatic contrast sensitivity in vertical and oblique orientations. In Color and Imaging Conference : Color Science and Engineering Systems, pages 225-230, 21-25 October 2019, Paris, France.

• Nguyen thi Quynh Hoa, Dang Thanh Trung, Azeddine Beghdadi, Heyfa Ammar, and Amel Benazza. Automatic blotch removal using a perceptual approach. In IEEE 11th International Conference on Knowledge and Systems Engineering (KSE), 24-26 October 2019, Da Nang, Vietnam.

• Wei Feng, Wenjiang Huang, Gabriel Dauphin, Junshi Xia, Yinghui Quan, Huichun Ye, and Yingying Dong. Ensemble margin based semi-supervised random forest for the classification of hyperspectral image with limited training data. In IEEE International Geoscience and Remote Sensing Symposium, (IGARSS), pages 971-974, 28 July – 2 August 2019, Yokohama, Japan.

• Imen Kadri, Gabriel Dauphin, Anissa Mokraoui, and Zied Lachiri. Stereoscopic image coding performance using disparity-compensated block matching algorithm. In Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA), pages 308-312, 18-20 September 2019, Poznan, Poland.

• Mustafa Othman, Ken Chen, and Anissa Mokraoui. A user-experience driven SSIM-aware adaptation approach for dash video streaming. In 12th International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services (Centric), pages 61-66, 24-28 November 2019, Valencia, Spain.

• Ouahbi Rekik, Anissa Mokraoui, Abdelhamid Ladaycia, and Karim Abed-Meraim. Semi-blind source separation based on multi-modulus criterion : Application for pilot contamination mitigation in massive MIMO communications systems. In IEEE International Symposium on Communications and Information Technologies (ISCIT), pages 31-35, 25-27 September 2019, Ho Chi Minh City, Vietnam.

• Ba Chien Thai and Anissa Mokraoui. Tone mapped HDR images contrast enhancement using piecewise linear perceptual transformation. In IEEE 27th European Signal Processing Conference (EUSIPCO), 2-6 September 2019, Coruna, Spain.

• Ba Chien Thai and Anissa Mokraoui. Performance analysis of the revisited tone mapped quality index for tone mapped HDR images evaluation. In IEEE 26th International Conference on Telecommunications (ICT), pages 366-370, 8-10 April 2019, Hanoi, Vietnam.

• Abdelhamid Ladaycia, Marius Pesavento, Anissa Mokraoui, Karim Abed-Meraim, and Adel Belouchrani. Decision feedback semi-blind estimation algorithm for specular OFDM channels. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 4664-4668, 12-17 May 2019, Brighton, UK.

• Abdelhamid Ladaycia, Adel Belouchrani, Karim Abed-Meraim, and Anissa Mokraoui. Efficient emalgorithm for MIMO-OFDM semi-blind channel estimation. In 1st Conference on Electrical Engineering (CEE), 22-23 April 2019, Algiers, Algeria.

• Zohaib Amjad Khan, Mounir Kaaniche, Azeddine Beghdadi, and Faouzi Alaya Cheikh. Joint statistical models for no-reference stereoscopic image quality assessment. In IEEE European Workshop on Visual Information Processing (EUVIP), November 26-28, 2018, Tampere, Finland.

• Ba Chien Thai, Anissa Mokraoui, and Basarab Matei. Hdr image tone mapping approach based on near optimal separable adaptive lifting scheme. In Signal processing Algorithms Architechtures Arrangments and Applications Conference (SPA), pages 108-113, September 19-21, 2018, Poznan, Poland.

• Abdelhamid Ladaycia, Karim Abed-Meraim, Anissa Mokraoui, and Adel Belouchrani. Efficient semiblind subspace channel estimation for mimo-ofdm system. In IEEE European Signal Processing Conference (EUSIPCO), pages 1282-1286, September 3-7, 2018, Rome, Italy.

• Ouahbi Rekik, Abdelhamid Ladaycia, Karim Abed-Meraim, and Anissa Mokraoui. Performance bounds analysis for semi-blind channel estimation with pilot contamination in massive mimo-ofdm systems. In IEEE European Signal Processing Conference (EUSIPCO), pages 1267-1271, September 3-7, 2018, Rome, Italy.

• Abdelhamid Ladaycia, Adel Belouchrani, Karim Abed-Meraim, and Anissa Mokraoui. EM-based semiblind MIMO-OFDM channel estimation. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 3899-3903, April 15-20, 2018, Calgary, Alberta, Canada.

• Wilko Guilluy, Azeddine Beghdadi, and Laurent Oudre. A performance evaluation framework for video stabilization methods. In IEEE European Workshop on Visual Information Processing (EUVIP), November 26-28, 2018, Tampere, Finland.

• Long Hai Ngo, Marie Luong, Nikolay M. Sirakov, Sébastien Guérif, and Emmanuel Viennet. Sparse representation wavelet based classification. In IEEE International Conference on Image Processing (ICIP), pages 2974-2978, October 2018, Athens, Greece.

• Congcong Wang, Faouzi Alaya Cheikh, Mounir Kaaniche, and Ole Jakob Elle. Liver surface reconstruction for image guided surgery. In In Medical imaging : image-guided procedures, robotic interventions, and modeling, volume 10576, pages 576-583, February 2018, Houston, Texas, USA.

• Seyed Ali Amirshahi, Marius Pedersen, and Azeddine Beghdadi. Reviving traditional image quality metrics using CNNs. In Color and Imaging Conference (CIC), pages 241-246, 12-16 November 2018, Vancouver, BC, Canada.

• Andrea Teatini, Congcong Wang, Rafael Palomar, Faouzi Alaya Cheikh, Azeddine Beghdadi, Bjørn Edwin, and Ole Jakob Elle. Validation of stereo vision based liver surface reconstruction for image guided surgery. In Colour and Visual Computing Symposium, (CVCS), September 19-20 2018, Gjøvik, Norway.

• Muhammad Asim, Noor Al-Máadeed, Somaya Al-Máadeed, Ahmed Bouridane, and Azeddine Beghdadi. A key frame based video summarization using color features. In Colour and Visual Computing Symposium, (CVCS), September 19-20 2018, Gjøvik, Norway.

• Azeddine Beghdadi, Muhammad Ali Qureshi, Bilel Sdiri, Mohamed A. Deriche, and Faouzi Alaya Cheikh. Ceed – A database for image contrast enhancement evaluation. In Colour and Visual Computing Symposium, (CVCS), September 19-20 2018, Gjøvik, Norway.

• Seyed Ali Amirshahi and X Yu Stella. Cnn feature similarity : Paintings are more self-similar at all levels. In Colour and Visual Computing Symposium, (CVCS), September 19-20 2018, Gjøvik, Norway.

• Wilko Guilluy, Laurent Oudre, and Azeddine Beghdadi. Feature trajectories selection for video stabilization. In IEEE European Signal Processing Conference (EUSIPCO), pages 593597, September 3-7, 2018, Roma, Italy.

• Azeddine Beghdadi, Muhammad Asim, Noor Al-Máadeed, and Muhammad Ali Qureshi. Towards the design of smart video-surveillance system. In Conference on Adaptive Hardware and Systems (AHS), pages 162-167, August 6-9, 2018, Edinburgh, United Kingdom.

• Atena Shahkolaei, Azeddine Beghdadi, Somaya Al-Máadeed, and Mohamed Cheriet. MHDID : A multidistortion historical document image database. In IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR), pages 156-160, March 12-14, 2018, London, UK.

• Thomas Moreau, Laurent Oudre, and Nicolas Vayatis. DICOD : Distributed convolutional coordinate descent for convolutional sparse coding. In International Conference on Machine Learning (ICML), pages 3626-3634, 2017, Stockhold, Sweden.

• Abdelhamid Ladaycia, Anissa Mokraoui, Karim Abed-Meraim, and Adel Belouchrani. Toward green communications using semi-blind channel estimation. In IEEE European Signal Processing Conference (EUSIPCO), pages 2254-2258, August 28 – September 2, 2017, Kos, Greece.

• Ba Chien Thai, Anissa Mokraoui, Basarab Matei, and Mahdia Tabal. Image tone mapping approach using essentially non-oscillatory bi-quadratic interpolations combined with a weighting coefficients strategy. In IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pages 89-94, December 18-20, 2017, Bilbao, Spain.

• Anas Husseis, Anissa Mokraoui, and Basarab Matei. Revisited histogram equalization as HDR images tone mapping operators. In IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), pages 144-149, December 18-20, 2017, Bilbao, Spain.

• Abdelhamid Ladaycia, Anissa Mokraoui, Karim Abed-Meraim, and Adel Belouchrani. Further investigations on the performance bounds of MIMO-OFDM channel estimation. In IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), pages 223-228, June 26-30, 2017, Valencia, Spain.

• Atidel Lahoulou, Mohamed-Chaker Larabi, Azeddine Beghdadi, Emmanuel Viennet, and Ahmed Bouridane. Knowledge-based taxonomic scheme for full-reference objective image quality measurement models. In Image Quality and System Performance XIV (IQSP), pages 64-78, 29 January – 2 February, 2017, Burlingame, CA, USA.

• Dai-Viet Tran, Sébastien Li-Thiao-Té, Marie Luong, Thuong Le-Tien, and Françoise Dibos. Patch-based image denoising : Probability distribution estimation vs. sparsity prior. In IEEE 25th European Signal Processing Conference (EUSIPCO), pages 1490-1494, August 28 – September 2, 2017, Kos, Greece.

• Juan Mantilla, Laurent Oudre, Rémi Barrois, Aliénor Vienne, and Damien Ricard. Template-dtw based on inertial signals : Preliminary results for step characterization. In IEEE 39th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC), pages 2267-2270, July 11-15, 2017, Jeju Island, South Korea.

• Charles Truong, Laurent Oudre, and Nicolas Vayatis. Penalty learning for changepoint detection. In IEEE 25th European Signal Processing Conference (EUSIPCO), pages 1569-1573, August 28 – September 2, 2017, Kos, Greece.