Abdesslam Benzinou

32 papers C 8Misc 2Journal 16Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Development of Knowledge Attention Guided Deep Learning Model for Automatic Identification of Marine Nematodes. DSP Mohammad Aryayi, Abdesslam Benzinou, Kamal Nasreddine, Valentin Foulon, Catherine Borremans, Daniela Zeppilli
2025	C	`conf`	Semi-Supervised Learning based on Dynamic Distribution Alignment for Class Imbalance. VCIP Vibesh Kumar, Abdesslam Benzinou, Kamal Nasreddine, Shitala Prasad
2024	J	`jnl`	3D-IncNet: Head and Neck (H&N) Primary Tumors Segmentation and Survival Prediction. IEEE J. Biomed. Health Informatics Abdul Qayyum, Abdesslam Benzinou, Imran Razzak, Moona Mazher, Thanh Thi Nguyen, Domenec Puig, Fatemeh Vafaee
2024	J	`jnl`	An efficient center-based method for real-time pig posture recognition and tracking. Appl. Intell. Morann Mattina, Abdesslam Benzinou, Kamal Nasreddine, Francis Richard
2024	J	`jnl`	Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings. Medical Image Anal. Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2023	J	`jnl`	An efficient anchor-free method for pig detection. IET Image Process. Morann Mattina, Abdesslam Benzinou, Kamal Nasreddine, Francis Richard
2023	J	`jnl`	Assessment of physiological states from contactless face video: a sparse representation approach. Computing Abdul Qayyum, Moona Mazher, Aliyu Nuhu, Abdesslam Benzinou, Aamir Saeed Malik, Imran Razzak
2023	Misc	`conf`	Deep Learning for Lagrangian Drift Simulation at The Sea Surface. ICASSP Daria Botvynko, Carlos Granero-Belinchón, Simon Van Gennip, Abdesslam Benzinou, Ronan Fablet
2023	J	`jnl`	Fuzzy Model for the Automatic Recognition of Human Dendritic Cells. J. Imaging Marwa Braiki, Kamal Nasreddine, Abdesslam Benzinou, Nolwenn Hymery
2022	J	`jnl`	Deep learning for Lagrangian drift simulation at the sea surface. CoRR Daria Botvynko, Carlos Granero-Belinchón, Simon Van Gennip, Abdesslam Benzinou, Ronan Fablet
2022	J	`jnl`	FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy. CoRR Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
2022	C	`conf`	Human Dendritic Cells Classification based on Possibility Theory. IPAS Mouna Zouari Mehdi, Abdesslam Benzinou, Jihen Frikha Elleuch, Kamal Nasreddine, Dhia Ammeri, Dorra Sellami
2022	J	`jnl`	Live Fish Species Classification in Underwater Images by Using Convolutional Neural Networks Based on Incremental Learning with Knowledge Distillation Loss. Mach. Learn. Knowl. Extr. Abdelouahid Ben Tamou, Abdesslam Benzinou, Kamal Nasreddine
2022	J	`jnl`	Targeted Data Augmentation and Hierarchical Classification with Deep Learning for Fish Species Identification in Underwater Images. J. Imaging Abdelouahid Ben Tamou, Abdesslam Benzinou, Kamal Nasreddine
2021	—	`conf`	Automatic Segmentation of Head and Neck (H&N) Primary Tumors in PET and CT Images Using 3D-Inception-ResNet Model. HECKTOR@MICCAI Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Mohamed Abdel-Nasser, Domenec Puig
2021	—	`conf`	Efficient Multi-model Vision Transformer Based on Feature Fusion for Classification of DFUC2021 Challenge. DFUC@MICCAI Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau
2021	—	`conf`	Multi-disease, Multi-view and Multi-center Right Ventricular Segmentation in Cardiac MRI Using Efficient Late-Ensemble Deep Learning Approach. STACOM@MICCAI Moona Mazher, Abdul Qayyum, Abdesslam Benzinou, Mohamed Abdel-Nasser, Domenec Puig
2021	J	`jnl`	Multi-stream fish detection in unconstrained underwater videos by the fusion of two convolutional neural network detectors. Appl. Intell. Abdelouahid Ben Tamou, Abdesslam Benzinou, Kamal Nasreddine
2020	J	`jnl`	A robust tangent PCA via shape restoration for shape variability analysis. Pattern Anal. Appl. Michel Abboud, Abdesslam Benzinou, Kamal Nasreddine
2020	J	`jnl`	Automatic Human Dendritic Cells Segmentation Using K-Means Clustering and Chan-Vese Active Contour Model. Comput. Methods Programs Biomed. Marwa Braiki, Abdesslam Benzinou, Kamal Nasreddine, Nolwenn Hymery
2019	J	`jnl`	Shape geodesics for robust sign language recognition. IET Image Process. Kamal Nasreddine, Abdesslam Benzinou
2018	C	`conf`	Human Dendritic Cells Segmentation Based on K-Means and Active Contour. ICISP Marwa Braiki, Abdesslam Benzinou, Kamal Nasreddine, Aymen Mouelhi, Salam Labidi, Nolwenn Hymery
2018	C	`conf`	Transfer Learning with deep Convolutional Neural Network for Underwater Live Fish Recognition. IPAS Abdelouahid Ben Tamou, Abdesslam Benzinou, Kamal Nasreddine, Lahoucine Ballihi
2018	C	`conf`	Underwater Live Fish Recognition by Deep Learning. ICISP Abdelouahid Ben Tamou, Abdesslam Benzinou, Kamal Nasreddine, Lahoucine Ballihi
2016	C	`conf`	A comparative evaluation of segmentation methods for dendritic cells identification from microscopic images. IPAS Marwa Braiki, Abdesslam Benzinou, Kamal Nasreddine, Salam Labidi
2016	Misc	`conf`	Segmentation of dendritic cells from microscopic images using mathematical morphology. ATSIP Marwa Braiki, Abdesslam Benzinou, Kamal Nasreddine, Salam Labidi, Nolwenn Hymery
2015	—	`conf`	Shape restoration for robust tangent principal component analysis. IPTA Michel Abboud, Abdesslam Benzinou, Kamal Nasreddine, Mustapha Jazar
2014	C	`conf`	A comparative study between Elliptic Fourier and B-spline descriptors for object contour representation. IPAS Lluís Ferrer-Arnau, Vicenç Parisi Baradad, Jose Antonio Soria, Kamal Nasreddine, Abdesslam Benzinou
2014	C	`conf`	Otolith shape classification for fish stock discrimination. IPAS Jose Antonio Soria, Kamal Nasreddine, Vicenç Parisi Baradad, Lluís Ferrer-Arnau, Abdesslam Benzinou
2009	—	`conf`	Variational 1D signal registration and shape geodesics for shape classification: Application to marine biological archives. DPS Kamal Nasreddine, Abdesslam Benzinou, Vicenç Parisi Baradad, Ronan Fablet
2006	J	`jnl`	Haematopoietic cell clusters quantification using image analysis. Biomed. Signal Process. Control. Abdesslam Benzinou, Y. Hojeij, Y. Sibiril, A.-C. Roudot
2005	J	`jnl`	Digital image analysis of haematopoietic clusters. Comput. Methods Programs Biomed. Abdesslam Benzinou, Y. Hojeij, A.-C. Roudot