Naoufel Werghi

314 papers A* 6A 4B 37C 9Misc 5Journal 160Unranked 93

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancing GNSS with machine learning: A systematic review of techniques and applications. Comput. Sci. Rev. Said Boumaraf, Aymen Dia Eddine Berini, Mohammed A. B. Mahmoud, Sahraoui Dhelim, Norziana Jamil, Naoufel Werghi
2026	J	`jnl`	Data poisoning-based backdoor attacks against supervised learning rules of Spiking Neural Networks. J. Syst. Archit. Lingxin Jin, Wei Jiang, Jinyu Zhan, Meiyu Lin, Letian Chen, Boran Quan, Lin Zuo, Xingzhi Zhou, Maregu Assefa Habtie, Naoufel Werghi
2026	J	`jnl`	PRISM-X: Progressive semi-supervised threat detection in X-ray scans with self-guided multimodal refinement. Inf. Process. Manag. Abdelfatah Hassan Ahmed, Mohammad Irshaid, Mohamad Alansari, Divya Velayudhan, Mohammed Tarnini, Mohammed El-Amine Azz, Naser A. Abou-Elheggag, Taimur Hassan, Ernesto Damiani, Naoufel Werghi
2026	J	`jnl`	SPARROW: Learning Spatial Precision and Temporal Referential Consistency in Pixel-Grounded Video MLLMs. CoRR Mohamad Alansari, Naufal Suryanto, Divya Velayudhan, Sajid Javed, Naoufel Werghi, Muzammal Naseer
2026	J	`jnl`	Trajectory prediction for autonomous driving: Progress, limitations, and future directions. Inf. Fusion Nadya Abdel Madjid, Abdulrahman Ahmad, Murad Mebrahtu, Yousef Babaa, Abdelmoamen Nasser, Sumbal Malik, Bilal Hassan, Naoufel Werghi, Jorge Dias, Majid Khonji
2026	J	`jnl`	TriGAN-SiaMT: A triple-segmentor adversarial network with bounding box priors for semi-supervised brain lesion segmentation. Pattern Recognit. Lett. Mohammad Alshurbaji, Maregu Assefa, Ahmad Obeid, Mohamed L. Seghier, Taimur Hassan, Kamal Taha, Naoufel Werghi
2026	J	`jnl`	X-SSL: Self-supervised X-ray threat detection with zero-shot and multi-modal learning. Inf. Process. Manag. Yonathan Michael, Mohamad Alansari, Abdelfatah Hassan Ahmed, Naoufel Werghi, Andreas Henschel
2026	—	`conf`	X-ThreatDet: Enhancing X-Ray Threat Detection with Self-Supervised and Multi-Modal Learning. MMM (4) Yonathan Michael, Mohamad Alansari, Maregu Assefa, Naoufel Werghi, Andreas Henschel
2025	B	`conf`	A Brain-Inspired Dual-Stream Neural Network for Tumor Classification in Ultrasound Images. SMC Chaochao Lin, Said Boumaraf, Xiabi Liu, Qianglin Liu, Lijuan Niu, Naoufel Werghi
2025	—	`conf`	A Domain-Adaptive Vision-Language Model for X-ray Security Screening. RTSI Divya Velayudhan, Abdelfatah Hassan Ahmed, Muzammal Nassar, Ernesto Damiani, Naoufel Werghi
2025	J	`jnl`	A Vision Language Correlation Framework for Screening Disabled Retina. IEEE J. Biomed. Health Informatics Taimur Hassan, Hina Raja, Kais Belwafi, Samet Akcay, Mohamed Jleli, Bessem Samet, Naoufel Werghi, Jawad Yousaf, Mohammed Ghazal
2025	—	`conf`	A Wildlife Camera Trap Dataset for Vulnerable Houbara Bustard Adult, Chick, and Egg Detection. ICIPW Syed Sadaf Ali, Hind Hatem Bamatraf, Christelle Lucas, Thibault Dieuleveut, Enrico Sorato, Naoufel Werghi, Irfan Hussain, Lakmal D. Seneviratne, Sajid Javed
2025	B	`conf`	A statistical 3D watermarking method based on logistic chaotic scrambling system. KES Nassima Medimegh, Hela Haj Mohamed, Samir Belaid, Naoufel Werghi
2025	J	`jnl`	AdaRD-key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video understanding. CoRR Xian Zhang, Zexi Wu, Zinuo Li, Hongming Xu, Luqi Gong, Farid Boussaïd, Naoufel Werghi, Mohammed Bennamoun
2025	J	`jnl`	AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis. CoRR Basit Alawode, Iyyakutti Iyappan Ganapathi, Sajid Javed, Naoufel Werghi, Mohammed Bennamoun, Arif Mahmood
2025	J	`jnl`	Continuous Wavelet Network for Efficient and Transferable Collision Detection in Collaborative Robots. IEEE Trans. Syst. Man Cybern. Syst. Zhenwei Niu, Taimur Hassan, Mohamed Nassim Boushaki, Naoufel Werghi, Irfan Hussain
2025	J	`jnl`	Cytoplasmic Strings Analysis in Human Embryo Time-Lapse Videos using Deep Learning Framework. CoRR Anabia Sohail, Mohamad Alansari, Ahmed Abughali, Asmaa Chehab, Abdelfatah Hassan Ahmed, Divya Velayudhan, Sajid Javed, Hasan Al Marzouqi, Ameena Saad Al-Sumaiti, Junaid Kashir, Naoufel Werghi
2025	—	`conf`	DebrisVision: Bridging the Synthetic-to-Real Gap for Enhanced Underwater Debris Analysis. ICCVW Sivaji Retta, Sai Manikanta Eswar Machara, Iyyakutti Iyappan Ganapathi, Divya Velavudhan, Naoufel Werghi
2025	A*	`conf`	DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation. CVPR Maregu Assefa, Muzammal Naseer, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Mohamed L. Seghier, Naoufel Werghi
2025	J	`jnl`	DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation. CoRR Maregu Assefa, Muzammal Naseer, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Mohamed L. Seghier, Naoufel Werghi
2025	J	`jnl`	Dynamic Statistical Attention-based lightweight model for Retinal Vessel Segmentation: DyStA-RetNet. Comput. Biol. Medicine Amit Bhati, Samir Jain, Neha Gour, Pritee Khanna, Aparajita Ojha, Naoufel Werghi
2025	J	`jnl`	EMT: A Visual Multi-Task Benchmark Dataset for Autonomous Driving in the Arab Gulf Region. CoRR Nadya Abdel Madjid, Murad Mebrahtu, Abdelmoamen Nasser, Bilal Hassan, Naoufel Werghi, Jorge Dias, Majid Khonji
2025	J	`jnl`	EfficientFaceV2S: A lightweight model and a benchmarking approach for drone-captured face recognition. Expert Syst. Appl. Mohamad Alansari, Khaled AlNuaimi, Iyyakutti Iyappan Ganapathi, Sara Alansari, Sajid Javed, Abdulhadi Shoufan, Yahya H. Zweiri, Naoufel Werghi
2025	J	`jnl`	ISMDNet: Multi-Material Decomposition Using Deep Learning and Inverse Transform Sampling in Spectral Photon Counting CT. IEEE Access Abderaouf Behouch, Nabil Maalej, Naoufel Werghi, Nesrine Kherra, Naveed Ilyas, Hacene Azizi, Younes Terchi, Aamir Younis Raja
2025	J	`jnl`	Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse Thermography. CoRR Mohammed Salah, Naoufel Werghi, Davor Svetinovic, Yusra Abdulrahman
2025	A*	`conf`	Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation. CVPR Shahad Albastaki, Anabia Sohail, Iyyakutti Iyappan Ganapathi, Basit Alawode, Asim Khan, Sajid Javed, Naoufel Werghi, Mohammed Bennamoun, Arif Mahmood
2025	J	`jnl`	Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation. CoRR Shahad Albastaki, Anabia Sohail, Iyyakutti Iyappan Ganapathi, Basit Alawode, Asim Khan, Sajid Javed, Naoufel Werghi, Mohammed Bennamoun, Arif Mahmood
2025	J	`jnl`	Optimized Flare Performance Analysis Through Multi-Modal Machine Learning and Temporal Standard Deviation Enhancements. IEEE Access Said Boumaraf, Pengfei Li, Muaz Al Radi, Fares Oussama Abdelhafez, Abderaouf Behouch, Khalid Yousef Al Awadhi, Hamad Karki, Sajid Javed, Jorge Dias, Naoufel Werghi
2025	C	`conf`	PMIL: A Topology Module to Improve MIL-based WSI Classification. ISCAS Ahmad Obeid, Anabia Sohail, Said Boumaraf, Xiabi Liu, Sajid Javed, Hasan Almarzouqi, Jorge Dias, Mohammed Bennamoun, Naoufel Werghi, Ibrahim Abe M. Elfadel
2025	B	`conf`	Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025. IJCB Matej Vitek, Darian Tomasevic, Abhijit Das, Sabari Nathan, Gökhan Özbulak, G. A. T. Özbulak, Jean-Paul Calbimonte, André Anjos, Hariohm Hemant Bhatt, Dhruv Dhirendra Premani, Jay Chaudhari, Caiyong Wang, Jian Jiang, Chi Zhang, Q. Zhang, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Divya Velayudan, Maregu Assefa, Naoufel Werghi, Zachary A. Daniels, Leeon John, Ritesh Vyas, Jalil Nourmohammadi Khiarak, Taher Akbari Saeed, Mahsa Nasehi, Ali Kianfar, Mobina Pashazadeh Panahi, Geetanjali Sharma, Pushp Raj Panth, Ramachandra Raghavendra, Aditya Nigam, Umapada Pal, Peter Peer, Vitomir Struc
2025	J	`jnl`	Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025. CoRR Matej Vitek, Darian Tomasevic, Abhijit Das, Sabari Nathan, Gökhan Özbulak, Gözde Ayse Tataroglu Özbulak, Jean-Paul Calbimonte, André Anjos, Hariohm Hemant Bhatt, Dhruv Dhirendra Premani, Jay Chaudhari, Caiyong Wang, Jian Jiang, Chi Zhang, Qi Zhang, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Divya Velayudan, Maregu Assefa, Naoufel Werghi, Zachary A. Daniels, Leeon John, Ritesh Vyas, Jalil Nourmohammadi Khiarak, Taher Akbari Saeed, Mahsa Nasehi, Ali Kianfar, Mobina Pashazadeh Panahi, Geetanjali Sharma, Pushp Raj Panth, Raghavendra Ramachandra, Aditya Nigam, Umapada Pal, Peter Peer, Vitomir Struc
2025	J	`jnl`	Rethinking Memory Design in SAM-Based Visual Object Tracking. CoRR Mohamad Alansari, Muzammal Naseer, Hasan Al Marzouqi, Naoufel Werghi, Sajid Javed
2025	J	`jnl`	RobMOT: 3D Multi-Object Tracking Enhancement Through Observational Noise and State Estimation Drift Mitigation in LiDAR Point Clouds. IEEE Trans. Intell. Transp. Syst. Mohamed Nagy, Naoufel Werghi, Bilal Hassan, Jorge Dias, Majid Khonji
2025	J	`jnl`	SHREC'25 Track on Multiple Relief Patterns: Report and Analysis. CoRR Gabriele Paolini, Claudio Tortorici, Stefano Berretti, Ahmed Hazem Youssef, Halim Benhabiles, Adnane Cabani, Ruiwen He, Karim Hammoudi, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Divya Velayudhan, Maregu Assefa, Naoufel Werghi
2025	A*	`conf`	STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection. CVPR Divya Velayudhan, Abdelfatah Hassan Ahmed, Mohamad Alansari, Neha Gour, Abderaouf Behouch, Taimur Hassan, Syed Talal Wasim, Nabil Maalej, Muzammal Naseer, Juergen Gall, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2025	J	`jnl`	STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection. CoRR Divya Velayudhan, Abdelfatah Hassan Ahmed, Mohamad Alansari, Neha Gour, Abderaouf Behouch, Taimur Hassan, Syed Talal Wasim, Nabil Maalej, Muzammal Naseer, Juergen Gall, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2025	J	`jnl`	Towards Accurate State Estimation: Kalman Filter Incorporating Motion Dynamics for 3D Multi-Object Tracking. CoRR Mohamed Nagy, Naoufel Werghi, Bilal Hassan, Jorge Dias, Majid Khonji
2025	J	`jnl`	Trajectory Prediction for Autonomous Driving: Progress, Limitations, and Future Directions. CoRR Nadya Abdel Madjid, Abdulrahman Ahmad, Murad Mebrahtu, Yousef Babaa, Abdelmoamen Nasser, Sumbal Malik, Bilal Hassan, Naoufel Werghi, Jorge Dias, Majid Khonji
2025	J	`jnl`	Unsupervised Dual Transformer Learning for 3-D Textured Surface Segmentation. IEEE Trans. Neural Networks Learn. Syst. Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi
2025	J	`jnl`	Video anomaly detection in 10 years: a survey and outlook. Neural Comput. Appl. Moshira Abdalla, Sajid Javed, Muaz Al Radi, Anwaar Ulhaq, Naoufel Werghi
2025	J	`jnl`	Vision-based air-flow monitoring in an industrial flare system design using deep convolutional neural networks. Expert Syst. Appl. Said Boumaraf, Muaz Al Radi, Fares Oussama Abdelhafez, Pengfei Li, Khalid Yousef Al Awadhi, Hamad Karki, Sahraoui Dhelim, Naoufel Werghi
2024	—	`conf`	3D-TexSeg: Unsupervised Segmentation of 3D Texture Using Mutual Transformer Learning. 3DV Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi
2024	B	`conf`	A Fusion-Based Approach for Blind Contrast-Enhanced Image Ranking. ICIP Wael Suliman, Mohamed Deriche, Naoufel Werghi, Azeddine Beghdadi
2024	J	`jnl`	A Robust Adversary Detection-Deactivation Method for Metaverse-oriented Collaborative Deep Learning. CoRR Pengfei Li, Zhibo Zhang, Ameena Saad Al Sumaiti, Naoufel Werghi, Chan Yeob Yeun
2024	J	`jnl`	A comprehensive review of artificial intelligence models for screening major retinal diseases. Artif. Intell. Rev. Bilal Hassan, Hina Raja, Taimur Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
2024	J	`jnl`	AI-Enhanced Gas Flares Remote Sensing and Visual Inspection: Trends and Challenges. IEEE Access Muaz Al Radi, Pengfei Li, Said Boumaraf, Jorge Dias, Naoufel Werghi, Hamad Karki, Sajid Javed
2024	J	`jnl`	Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review. CoRR Ahmad Obeid, Said Boumaraf, Anabia Sohail, Taimur Hassan, Sajid Javed, Jorge Dias, Mohammed Bennamoun, Naoufel Werghi
2024	J	`jnl`	An interpretable dual attention network for diabetic retinopathy grading: IDANet. Artif. Intell. Medicine Amit Bhati, Neha Gour, Pritee Khanna, Aparajita Ojha, Naoufel Werghi
2024	—	`conf`	Autonomous Drone-Person Tracking and Following in Uniform Appearance Scenarios. ECCV Workshops (7) Mohamad Alansari, Oussama Abdul Hay, Sajid Javed, Hazem Elrefaei, Khaled AlNuaimi, Bilal Hassan, Jorge Dias, Yahya H. Zweiri, Naoufel Werghi
2024	J	`jnl`	Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning. IEEE Trans. Ind. Informatics Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Neha Gour, Muhammad Owais, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2024	J	`jnl`	B3D-EAR: Binarized 3D descriptors for ear-based human recognition. Expert Syst. Appl. Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Surya Prakash, Sambit Bakshi, Naoufel Werghi
2024	J	`jnl`	BENet: A Cross-domain Robust Network for Detecting Face Forgeries via Bias Expansion and Latent-space Attention. CoRR Weihua Liu, Jianhua Qiu, Said Boumaraf, Chaochao Lin, Pan liyuan, Lin Li, Mohammed Bennamoun, Naoufel Werghi
2024	B	`conf`	CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. ICIP Abdelfatah Hassan Ahmed, Divya Velayudhan, Mahmoud Elmezain, Muaz Al Radi, Abderrahmene Boudiaf, Taimur Hassan, Mohamed Deriche, Mohammed Bennamoun, Naoufel Werghi
2024	A*	`conf`	CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CVPR Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun
2024	J	`jnl`	CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CoRR Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun
2024	J	`jnl`	Center-Focused Affinity Loss for Class Imbalance Histology Image Classification. IEEE J. Biomed. Health Informatics Taslim Mahbub, Ahmad Obeid, Sajid Javed, Jorge Dias, Taimur Hassan, Naoufel Werghi
2024	—	`conf`	Chin EMG Scalogram-Based Deep CNN for OSA Screening. EMBC Adil Rehman, Mostafa Moussa, Hani Saleh, Naoufel Werghi, Ali Khraibi, Ahsan Khandoker
2024	J	`jnl`	Efficient and lightweight in-memory computing architecture for hardware security. J. Parallel Distributed Comput. Hala Ajmi, Fakhreddine Zayer, Amira Hadj Fredj, Belgacem Hamdi, Baker Mohammad, Naoufel Werghi, Jorge Dias
2024	J	`jnl`	Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation. Eng. Appl. Artif. Intell. Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2024	J	`jnl`	FinTem: A secure and non-invertible technique for fingerprint template protection. Comput. Secur. Amber Hayat, Syed Sadaf Ali, Ashok Kumar Bhateja, Naoufel Werghi
2024	—	`conf`	HapticFormers: Utilizing Transformers for Avocado Maturity Grading through Vision-based Tactile Assessment. HAPTICS Israa Fahmy, Taimur Hassan, Irfan Hussain, Naoufel Werghi, Lakmal D. Seneviratne
2024	B	`conf`	Human Action Recognition with Multi-Level Granularity and Pair-Wise Hyper GCN. FG Tamam Alsarhan, Syed Sadaf Ali, Ayoub Alsarhan, Iyyakutti Iyappan Ganapathi, Naoufel Werghi
2024	J	`jnl`	Incremental convolutional transformer for baggage threat detection. Pattern Recognit. Taimur Hassan, Bilal Hassan, Muhammad Owais, Divya Velayudhan, Jorge Dias, Mohammed Ghazal, Naoufel Werghi
2024	B	`conf`	Integrating Vision-Language Supervision for Uniform Appearance Tracking. ICIP Mohamad Alansari, Ahmed Abughali, Obadah Habash, Khaled AlNuaimi, Sajid Javed, Naoufel Werghi
2024	J	`jnl`	Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security. IEEE Access Mohamad Alansari, Abdelfatah Hassan Ahmed, Khaled AlNuaimi, Divya Velayudhan, Taimur Hassan, Sajid Javed, Mohammed Bennamoun, Naoufel Werghi
2024	J	`jnl`	Neural Graph Refinement for Robust Recognition of Nuclei Communities in Histopathological Landscape. IEEE Trans. Image Process. Taimur Hassan, Zhu Li, Sajid Javed, Jorge Dias, Naoufel Werghi
2024	Misc	`conf`	OSMGE: One-Shot Multiscale Geometric Encoding for Texture Segmentation in 3D Meshes. DICTA Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Sajid Javed, Neha Gour, Naoufel Werghi
2024	J	`jnl`	PH-GCN: Boosting Human Action Recognition Through Multi-Level Granularity With Pair-Wise Hyper GCN. IEEE Access Tamam Alsarhan, Syed Sadaf Ali, Iyyakutti Iyappan Ganapathi, Ahmad Ali, Naoufel Werghi
2024	—	`conf`	Performance Analysis of Synthetic Events via Visual Object Trackers. SAI (3) Mohamad Alansari, Hamad AlRemeithi, Sara Alansari, Naoufel Werghi, Sajid Javed
2024	J	`jnl`	Programmable broad learning system for baggage threat recognition. Multim. Tools Appl. Muhammad Shafay, Abdelfatah Hassan Ahmed, Taimur Hassan, Jorge Dias, Naoufel Werghi
2024	J	`jnl`	Reconstructing Deep Neural Networks: Unleashing the Optimization Potential of Natural Gradient Descent. CoRR Weihua Liu, Said Boumaraf, Jianwu Li, Chaochao Lin, Xiabi Liu, Lijuan Niu, Naoufel Werghi
2024	B	`conf`	Recurrent 3-D Multi-Level Visual Transformer For Joint Classification of Heterogeneous 2-d AND 3-D Radiographic Data. ICIP Muhammad Owais, Muhammad Zubair, Taimur Hassan, Divya Velayudhan, Irfan Hussain, Naoufel Werghi
2024	J	`jnl`	RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloud. CoRR Mohamed Nagy, Naoufel Werghi, Bilal Hassan, Jorge Dias, Majid Khonji
2024	—	`conf`	SCAM: Systematic Classification and Analysis of Misinformation. BMVC Workshops Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Maregu Assefa, Sajid Javed, Naoufel Werghi
2024	B	`conf`	SMO-CLIP: Enhancing Anomalous Smoke Density Assessment Using A Hybrid LLM-VLM Approach. ICIP Pengfei Li, Muaz Al Radi, Mahmoud Said Elmezain, Abdelfatah Hassan Ahmed, Abderrahmene Boudiaf, Said Boumaraf, Jorge Dias, Hamad Karki, Sajid Javed, Khalid Yousef Al Awadhi, Naoufel Werghi
2024	J	`jnl`	Semi-supervised contour-driven broad learning system for autonomous segmentation of concealed prohibited baggage items. Vis. Comput. Ind. Biomed. Art Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Muhammad Owais, Neha Gour, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2024	J	`jnl`	SwinWave-SR: Multi-scale lightweight underwater image super-resolution. Inf. Fusion Fayaz Ali Dharejo, Iyyakutti Iyappan Ganapathi, Muhammad Zawish, Basit Alawode, Moath Alathbah, Naoufel Werghi, Sajid Javed
2024	—	`conf`	UAV-Assisted Logo Inspection: Deep Learning Techniques for Real- Time Detection and Classification of Distorted Logos. ICRCA Mohammed B. Mohiuddin, Oussama Abdul Hay, Ahmad Abubakar, Mubarak Yakubu, Naoufel Werghi
2024	J	`jnl`	Unified Synergistic Deep Learning Framework for Multimodal 2-D and 3-D Radiographic Data Analysis: Model Development and Validation. IEEE Access Muhammad Owais, Muhammad Zubair, Lakmal D. Seneviratne, Naoufel Werghi, Irfan Hussain
2024	J	`jnl`	Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification. Medical Image Anal. Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot
2024	—	`conf`	VQA-Driven Facet-Level Texture Segmentation in 3D Surfaces. ECCV Workshops (5) Iyyakutti Iyappan Ganapathi, Sajid Javed, Syed Sadaf Ali, Mohamad Alansari, Said Boumaraf, Naoufel Werghi
2024	J	`jnl`	ViT-LSTM synergy: a multi-feature approach for speaker identification and mask detection. Neural Comput. Appl. Ali Bou Nassif, Ismail Shahin, Mohamed Bader, Abdelfatah Hassan Ahmed, Naoufel Werghi
2024	J	`jnl`	Video Anomaly Detection in 10 Years: A Survey and Outlook. CoRR Moshira Abdalla, Sajid Javed, Muaz Al Radi, Anwaar Ulhaq, Naoufel Werghi
2024	—	`conf`	Vision-Perceptual Transformer Network for Semantic Scene Understanding. VISIGRAPP (3): VISAPP Mohamad Alansari, Hamad AlRemeithi, Bilal Hassan, Sara Alansari, Jorge Dias, Majid Khonji, Naoufel Werghi, Sajid Javed
2023	J	`jnl`	3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning. CoRR Iyyakutti Iyappan Ganapathi, Fayaz Ali, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi
2023	J	`jnl`	A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions. CoRR Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-Alrazaq, Siamak Yousefi, Naoufel Werghi
2023	—	`conf`	A Lightweight UNet with Inverted Residual Blocks for Diabetic Retinopathy Lesion Segmentation. CVIP (2) Amit Bhati, Karan Choudhary, Samir Jain, Neha Gour, Pritee Khanna, Aparajita Ojha, Naoufel Werghi
2023	B	`conf`	A Shallow U-Net with Split-Fused Attention Mechanism for Retinal Vessel Segmentation. ICIP Amit Bhati, Samir Jain, Neha Gour, Pritee Khanna, Aparajita Ojha, Naoufel Werghi
2023	J	`jnl`	A Survey of 3D Ear Recognition Techniques. ACM Comput. Surv. Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Surya Prakash, Ngoc-Son Vu, Naoufel Werghi
2023	J	`jnl`	A comprehensive computer-aided system for an early-stage diagnosis and classification of diabetic macular edema. J. King Saud Univ. Comput. Inf. Sci. Muhammad Zubair, Muhammad Umair, Rizwan Ali Naqvi, Dildar Hussain, Muhammad Owais, Naoufel Werghi
2023	J	`jnl`	An appraisal of the performance of AI tools for chronic stroke lesion segmentation. Comput. Biol. Medicine Ramsha Ahmed, Aamna Al Shehhi, Bilal Hassan, Naoufel Werghi, Mohamed L. Seghier
2023	J	`jnl`	Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy. Inf. Fusion Taimur Hassan, Zhu Li, Muhammad Usman Akram, Irfan Hussain, Kinda Khalaf, Naoufel Werghi
2023	J	`jnl`	Arabic Mispronunciation Recognition System Using LSTM Network. Inf. Abdelfatah Hassan Ahmed, Mohamed Bader, Ismail Shahin, Ali Bou Nassif, Naoufel Werghi, Mohammad Basel
2023	J	`jnl`	Cascaded structure tensor for robust baggage threat detection. Neural Comput. Appl. Taimur Hassan, Samet Akcay, Bilal Hassan, Mohammed Bennamoun, Salman H. Khan, Jorge Dias, Naoufel Werghi
2023	B	`conf`	Context-Aware Transformers for Weakly Supervised Baggage Threat Localization. ICIP Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2023	—	`conf`	Contrastive Learning Driven Self-Supervised Framework for Segmentation of Biomarker of Diabetic Macular Edema. CIVEMSA Hina Raja, Taimur Hassan, Bilal Hassan, Naoufel Werghi, Hira Raja, Siamak Yousefi
2023	J	`jnl`	Convolutional Transformer for Autonomous Recognition and Grading of Tomatoes Under Various Lighting, Occlusion, and Ripeness Conditions. CoRR Asim Khan, Taimur Hassan, Muhammad Shafay, Israa Fahmy, Naoufel Werghi, Lakmal D. Seneviratne, Irfan Hussain
2023	J	`jnl`	DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs. J. Digit. Imaging Ahsan Baidar Bakht, Sajid Javed, Syed Qasim Gilani, Hamad Karki, Muhammad Muneeb, Naoufel Werghi
2023	—	`conf`	Detection Transformer Framework for Recognition of Heavily Occluded Suspicious Objects. CIVEMSA Abdelfatah Hassan Ahmed, Mohamad Alansari, Khaled AlNuaimi, Divya Velayudhan, Taimur Hassan, Naoufel Werghi
2023	B	`conf`	EFaR 2023: Efficient Face Recognition Competition. IJCB Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang
2023	J	`jnl`	EFaR 2023: Efficient Face Recognition Competition. CoRR Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang
2023	B	`conf`	Facet-Level Segmentation of 3d Textures on Cultural Heritage Objects. ICIP Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Muhammad Owais, Neha Gour, Sajid Javed, Naoufel Werghi
2023	J	`jnl`	GhostFaceNets: Lightweight Face Recognition Model From Cheap Operations. IEEE Access Mohamad Alansari, Oussama Abdul Hay, Sajid Javed, Abdulhadi Shoufan, Yahya H. Zweiri, Naoufel Werghi
2023	Misc	`conf`	Highly Imbalanced Baggage Threat Classification. ICMLC Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2023	J	`jnl`	Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement. CoRR Basit Alawode, Fayaz Ali Dharejo, Mehnaz Ummar, Yuhang Guo, Arif Mahmood, Naoufel Werghi, Fahad Shahbaz Khan, Jiri Matas, Sajid Javed
2023	—	`conf`	Incremental Instance Segmentation for Cluttered Baggage Threat Detection. CIVEMSA Ammara Nasim, Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Samet Akcay, Muhammad Usman Akram, Naoufel Werghi
2023	J	`jnl`	Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision. IEEE J. Biomed. Health Informatics Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi
2023	—	`conf`	Multi-Target Tracker for Low Light Vision. ICAR Nadya Abdel Madjid, Arjun Sharma, Bilal Hassan, Naoufel Werghi, Jorge Dias, Majid Khonji
2023	C	`conf`	Multi-view Inspection of Flare Stacks Operation Using a Vision-controlled Autonomous UAV. IECON Muaz Al Radi, Pengfei Li, Hamad Karki, Naoufel Werghi, Sajid Javed, Jorge Dias
2023	J	`jnl`	Multimodal hybrid features in 3D ear recognition. Appl. Intell. Karthika Ganesan, A. Chilambuchelvan, Iyyakutti Iyappan Ganapathi, Sajid Javed, Naoufel Werghi
2023	J	`jnl`	RHEMAT: Robust human ear based multimodal authentication technique. Comput. Secur. Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Uttam Sharma, Pradeep Tomar, Muhammad Owais, Naoufel Werghi
2023	J	`jnl`	Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey. ACM Comput. Surv. Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi
2023	J	`jnl`	Robot-Person Tracking in Uniform Appearance Scenarios: A New Dataset and Challenges. IEEE Trans. Hum. Mach. Syst. Xiaoxiong Zhang, Adarsh Ghimire, Sajid Javed, Jorge Dias, Naoufel Werghi
2023	B	`conf`	Robust Nucleus Classification with Iterative Graph Representational Learning. ICIP Taimur Hassan, Moshira Abdalla, Hina Raja, Muhammad Owais, Naoufel Werghi
2023	J	`jnl`	SIPFormer: Segmentation of Multiocular Biometric Traits With Transformers. IEEE Trans. Instrum. Meas. Bilal Hassan, Taimur Hassan, Ramsha Ahmed, Naoufel Werghi, Jorge Dias
2023	J	`jnl`	Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG. Expert Syst. Appl. Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Ali Bou Nassif, Naoufel Werghi
2023	B	`conf`	Strengthening Deep Learning Model for Robust Screening of Volumetric Chest Radiographic Scans. ICIP Muhammad Owais, Taimur Hassan, Neha Gour, Iyyakutti Iyappan Ganapathi, Naoufel Werghi
2023	B	`conf`	The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias. IJCB Ziga Emersic, Tetsushi Ohki, Muku Akasaka, Takahiko Arakawa, Soshi Maeda, Masora Okano, Yuya Sato, Anjith George, Sébastien Marcel, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Sajid Javed, Naoufel Werghi, S. G. Isik, Erdi Saritas, Hazim Kemal Ekenel, V. Hudovernik, Jan Niklas Kolf, Fadi Boutros, Naser Damer, G. Sharma, Aman Kamboj, Aditya Nigam, Deepak Kumar Jain, G. Cámara-Chávez, Peter Peer, Vitomir Struc
2023	J	`jnl`	Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals. Brain Informatics Neha Gour, Taimur Hassan, Muhammad Owais, Iyyakutti Iyappan Ganapathi, Pritee Khanna, Mohamed L. Seghier, Naoufel Werghi
2023	—	`conf`	Uniform Appearance People and Crowd Monitoring Using Drones. ICAR Ahmed Refaat Elshamy, Mohamad Alansari, Ahmed Abughali, Esrat Khan, Islam Mohamed Zaid, Naoufel Werghi
2023	J	`jnl`	Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification. CoRR Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot
2023	J	`jnl`	Unsupervised anomaly instance segmentation for baggage threat recognition. J. Ambient Intell. Humaniz. Comput. Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi
2023	—	`conf`	Vision-Based Analytics of Flare Stacks Using Deep Learning Detection. ICAR Muaz Al Radi, Said Boumaraf, Hamad Karki, Jorge Dias, Naoufel Werghi, Sajid Javed
2022	J	`jnl`	A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking. IEEE Access Sajid Javed, Arif Mahmood, Ihsan Ullah, Thierry Bouwmans, Majid Khonji, Jorge Manuel Miranda Dias, Naoufel Werghi
2022	J	`jnl`	A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2022	J	`jnl`	A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. IEEE Trans. Syst. Man Cybern. Syst. Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2022	J	`jnl`	A Novel Technique for Fingerprint Based Secure User Authentication. IEEE Trans. Emerg. Top. Comput. Syed Sadaf Ali, Vivek Singh Baghel, Iyyakutti Iyappan Ganapathi, Surya Prakash, Ngoc-Son Vu, Naoufel Werghi
2022	B	`conf`	Balanced Affinity Loss for Highly Imbalanced Baggage Threat Contour-Driven Instance Segmentation. ICIP Abdelfatah Hassan Ahmed, Ahmad Obeid, Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi
2022	—	`conf`	Class-Balanced Affinity Loss for Highly Imbalanced Tissue Classification in Computational Pathology. ICPR Workshops (1) Taslim Mahbub, Ahmad Obeid, Sajid Javed, Jorge Dias, Naoufel Werghi
2022	J	`jnl`	Continual Learning Objective for Analyzing Complex Knowledge Representations. Sensors Asad Mansoor Khan, Taimur Hassan, Muhammad Usman Akram, Norah Saleh Alghamdi, Naoufel Werghi
2022	J	`jnl`	Deep learning framework for robot for person detection and tracking. CoRR Adarsh Ghimire, Xiaoxiong Zhang, Naoufel Werghi, Sajid Javed, Jorge Dias
2022	—	`conf`	Detecting 3D Texture on Cultural Heritage Artifacts. ICPR Workshops (3) Iyyakutti Iyappan Ganapathi, Sajid Javed, Taimur Hassan, Naoufel Werghi
2022	J	`jnl`	Efficient and Lightweight In-memory Computing Architecture for Hardware Security. CoRR Hala Ajmi, Fakhreddine Zayer, Amira Hadj Fredj, Belgacem Hamdi, Baker Mohammad, Naoufel Werghi, Jorge Dias
2022	J	`jnl`	Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. CoRR Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans
2022	J	`jnl`	Hierarchical Spatiotemporal Graph Regularized Discriminative Correlation Filter for Visual Object Tracking. IEEE Trans. Cybern. Sajid Javed, Arif Mahmood, Jorge Dias, Lakmal D. Seneviratne, Naoufel Werghi
2022	—	`conf`	Image Classification and Text Identification in Inspecting Military Aircrafts Logos: Application of Convolutional Neural Network. ROSE Saleh O. Edhah, Abeer Awadallah, Mayar Madboly, Hamdihun Dawed, Naoufel Werghi
2022	J	`jnl`	Knowledge distillation driven instance segmentation for grading prostate cancer. Comput. Biol. Medicine Taimur Hassan, Muhammad Shafay, Bilal Hassan, Muhammad Usman Akram, Ayman Elbaz, Naoufel Werghi
2022	—	`conf`	Labeled Facets: New Surface Texture Dataset. 3DOR (Short Papers) Iyyakutti Iyappan Ganapathi, Naoufel Werghi
2022	J	`jnl`	Learning to localize image forgery using end-to-end attention network. Neurocomputing Iyyakutti Iyappan Ganapathi, Sajid Javed, Syed Sadaf Ali, Arif Mahmood, Ngoc-Son Vu, Naoufel Werghi
2022	J	`jnl`	Multi-level feature fusion for nucleus detection in histology images using correlation filters. Comput. Biol. Medicine Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi
2022	—	`conf`	NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology Images. CMMCA@MICCAI Ahmad Obeid, Taslim Mahbub, Sajid Javed, Jorge Dias, Naoufel Werghi
2022	J	`jnl`	Nucleus classification in histology images using message passing network. Medical Image Anal. Taimur Hassan, Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot
2022	J	`jnl`	Person Monitoring by Full Body Tracking in Uniform Crowd Environment. CoRR Zhibo Zhang, Omar Alremeithi, Maryam Almheiri, Marwa Albeshr, Xiaoxiong Zhang, Sajid Javed, Naoufel Werghi
2022	J	`jnl`	Real-Time Face Recognition System. CoRR Adarsh Ghimire, Naoufel Werghi, Sajid Javed, Jorge Dias
2022	J	`jnl`	Robot Person Following in Uniform Crowd Environment. CoRR Adarsh Ghimire, Xiaoxiong Zhang, Sajid Javed, Jorge Dias, Naoufel Werghi
2022	J	`jnl`	Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG. CoRR Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Naoufel Werghi
2022	J	`jnl`	Tensor pooling-driven instance segmentation framework for baggage threat recognition. Neural Comput. Appl. Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2022	J	`jnl`	The Classification Power of Classical and Intra-voxel Incoherent Motion (IVIM) Fitting Models of Diffusion-weighted Magnetic Resonance Images: An Experimental Study. J. Digit. Imaging Ruba Alkadi, Osama Abdullah, Naoufel Werghi
2022	—	`conf`	Transformers for Imbalanced Baggage Threat Recognition. ROSE Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2022	—	`conf`	UTB180: A High-Quality Benchmark for Underwater Tracking. ACCV (5) Basit Alawode, Yuhang Guo, Mehnaz Ummar, Naoufel Werghi, Jorge Dias, Ajmal Mian, Sajid Javed
2022	—	`conf`	Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach. ICPR Workshops (3) Divya Velayudhan, Adarsh Ghimire, Jorge Dias, Naoufel Werghi, Sajid Javed
2022	—	`conf`	Underwater Image Enhancement Using Pre-trained Transformer. ICIAP (3) Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias
2022	J	`jnl`	Underwater Image Enhancement Using Pre-trained Transformer. CoRR Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias
2022	J	`jnl`	Unsupervised Land-Cover Segmentation Using Accelerated Balanced Deep Embedded Clustering. IEEE Geosci. Remote. Sens. Lett. Ahmad Obeid, Ibrahim M. Elfadel, Naoufel Werghi
2022	C	`conf`	Vision-based Inspection of Flare Stacks Operation Using a Visual Servoing Controlled Autonomous Unmanned Aerial Vehicle (UAV). IECON Muaz Al Radi, Hamad Karki, Naoufel Werghi, Sajid Javed, Jorge Dias
2021	J	`jnl`	An Enhanced Emotion Recognition Algorithm Using Pitch Correlogram, Deep Sparse Matrix Representation and Random Forest Classifier. IEEE Access Shibani Hamsa, Youssef Iraqi, Ismail Shahin, Naoufel Werghi
2021	J	`jnl`	Automated segmentation and extraction of posterior eye segment using OCT scans. CoRR Bilal Hassan, Taimur Hassan, Ramsha Ahmed, Shiyin Qin, Naoufel Werghi
2021	J	`jnl`	CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans. Biomed. Signal Process. Control. Bilal Hassan, Shiyin Qin, Taimur Hassan, Muhammad Usman Akram, Ramsha Ahmed, Naoufel Werghi
2021	J	`jnl`	Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression. IEEE Trans. Biomed. Eng. Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2021	—	`conf`	Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional Network. ISBI Ahsan Baidar Bakht, Sajid Javed, Hasan Almarzouqi, Ahsan Khandoker, Naoufel Werghi
2021	J	`jnl`	Convolution operations for relief-pattern retrieval, segmentation and classification on mesh manifolds. Pattern Recognit. Lett. Claudio Tortorici, Stefano Berretti, Ahmad Obeid, Naoufel Werghi
2021	J	`jnl`	Deep learning based joint segmentation and characterization of multi-class retinal fluid lesions on OCT scans for clinical use in anti-VEGF therapy. Comput. Biol. Medicine Bilal Hassan, Shiyin Qin, Ramsha Ahmed, Taimur Hassan, Abdel Hakeem Taguri, Shahrukh Hashmi, Naoufel Werghi
2021	J	`jnl`	Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. IEEE J. Biomed. Health Informatics Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
2021	J	`jnl`	Estimating ambient visibility in the presence of fog: a deep convolutional neural network approach. Pers. Ubiquitous Comput. Fatma Outay, Bilal Taha, Hazar Chaabani, Faouzi Kamoun, Naoufel Werghi, Ansar-Ul-Haque Yasar
2021	—	`conf`	Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. ICCVW Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans
2021	J	`jnl`	Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning. CoRR Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi
2021	J	`jnl`	Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning. IEEE Trans. Instrum. Meas. Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi
2021	J	`jnl`	Joint Segmentation and Quantification of Chorioretinal Biomarkers in Optical Coherence Tomography Scans: A Deep Learning Approach. IEEE Trans. Instrum. Meas. Bilal Hassan, Shiyin Qin, Taimur Hassan, Ramsha Ahmed, Naoufel Werghi
2021	J	`jnl`	Person Gender Classification on RGB-D Data With Self-Joint Attention. IEEE Access Xiaoxiong Zhang, Sajid Javed, Jorge Dias, Naoufel Werghi
2021	J	`jnl`	RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology. IEEE J. Biomed. Health Informatics Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi, Muhammad Noman Nazir
2021	J	`jnl`	Representing and analyzing relief patterns using LBP variants on mesh manifold. Pattern Anal. Appl. Claudio Tortorici, Naoufel Werghi, Stefano Berretti
2021	J	`jnl`	Spatially Constrained Context-Aware Hierarchical Deep Correlation Filters for Nucleus Detection in Histology Images. Medical Image Anal. Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi, Nasir M. Rajpoot
2021	B	`conf`	Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats. SMC Muhammad Shafay, Taimur Hassan, Ernesto Damiani, Naoufel Werghi
2021	J	`jnl`	Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats. CoRR Muhammad Shafay, Taimur Hassan, Ernesto Damiani, Naoufel Werghi
2021	J	`jnl`	Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2021	—	`conf`	Toe Prints: An Application Study for Biometric Verification in Adults. CVPR Workshops Syed Sadaf Ali, Vivek Singh Baghel, Iyyakutti Iyappan Ganapathi, Surya Prakash, Ngoc-Son Vu, Naoufel Werghi
2021	J	`jnl`	Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2020	J	`jnl`	Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images. CoRR Taimur Hassan, Ayman El-Baz, Naoufel Werghi
2020	B	`conf`	CS-RPCA: Clustered Sparse RPCA for Moving Object Detection. ICIP Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi
2020	B	`conf`	CSIOR: An Algorithm For Ordered Triangular Mesh Regularization. ICIP Claudio Tortorici, Naoufel Werghi, Stefano Berretti
2020	J	`jnl`	CSIOR: Circle-Surface Intersection Ordered Resampling. Comput. Aided Geom. Des. Claudio Tortorici, Mohamed Kamel Riahi, Stefano Berretti, Naoufel Werghi
2020	J	`jnl`	Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2020	J	`jnl`	Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression. CoRR Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2020	C	`conf`	Deep Bidirectional Correlation Filters for Visual Object Tracking. FUSION Sajid Javed, Xiaoxiong Zhang, Lakmal D. Seneviratne, Jorge Dias, Naoufel Werghi
2020	—	`conf`	Deep Fusion Driven Semantic Segmentation for the Automatic Recognition of Concealed Contraband Items. SoCPaR Muhammad Shafay, Taimur Hassan, Divya Velayudhan, Ernesto Damiani, Naoufel Werghi
2020	B	`conf`	Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach. ICIP Taimur Hassan, Meriem Bettayeb, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Naoufel Werghi
2020	B	`conf`	Diagnosing Autism Using T1-W MRI With Multi-Kernel Learning and Hypergraph Neural Network. ICIP Mohammad Moussa Madine, Islem Rekik, Naoufel Werghi
2020	—	`conf`	Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications. SoCPaR Shibani Hamsa, Youssef Iraqi, Ismail Shahin, Naoufel Werghi
2020	J	`jnl`	Emotion Recognition From Speech Using Wavelet Packet Transform Cochlear Filter Bank and Random Forest Classifier. IEEE Access Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Naoufel Werghi
2020	J	`jnl`	Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images. CoRR Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2020	C	`conf`	Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions. BIBE Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2020	—	`conf`	Extracting Ordered Iso-Geodesic Points on the Mesh. STAG Claudio Tortorici, Naoufel Werghi, Stefano Berretti
2020	B	`conf`	Fused Geometry Augmented Images For Analyzing Textured Mesh. ICIP Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
2020	B	`conf`	Gender Recognition on RGB-D Image. ICIP Xiaoxiong Zhang, Sajid Javed, Ahmad Obeid, Jorge Dias, Naoufel Werghi
2020	—	`conf`	Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction. EMBC Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker
2020	J	`jnl`	Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE Trans. Circuits Syst. Video Technol. Bilal Taha, Munawar Hayat, Stefano Berretti, Dimitrios Hatzinakos, Naoufel Werghi
2020	B	`conf`	Localizing Firearm Carriers By Identifying Human-Object Pairs. ICIP Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Naoufel Werghi, Arif Mahmood
2020	C	`conf`	Long-Range Visual UAV Detection and Tracking System with Threat Level Assessment. IECON Abdel Gafoor Haddad, Muhammad Ahmed Humais, Naoufel Werghi, Abdulhadi Shoufan
2020	J	`jnl`	Meta-Transfer Learning Driven Tensor-Shot Detector for the Autonomous Localization and Recognition of Concealed Baggage Threats. Sensors Taimur Hassan, Muhammad Shafay, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2020	J	`jnl`	Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping. IEEE Trans. Image Process. Sajid Javed, Arif Mahmood, Naoufel Werghi, Ksenija Benes, Nasir M. Rajpoot
2020	J	`jnl`	Robust Structural Low-Rank Tracking. IEEE Trans. Image Process. Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi
2020	—	`conf`	SHREC 2020 Track: River Gravel Characterization. 3DOR Andrea Giachetti, Silvia Biasotti, Elia Moscoso Thompson, Luigi Fraccarollo, Quang Nguyen, Hai-Dang Nguyen, Minh-Triet Tran, Gerasimos Arvanitis, Ioannis Romanelis, Vlassis Fotis, Konstantinos Moustakas, Claudio Tortorici, Naoufel Werghi, Stefano Berretti
2020	J	`jnl`	SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs. Comput. Graph. Elia Moscoso Thompson, Silvia Biasotti, Andrea Giachetti, Claudio Tortorici, Naoufel Werghi, Ahmad Shaker Obeid, Stefano Berretti, Hoang-Phuc Nguyen-Dinh, Minh-Quan Le, Hai-Dang Nguyen, Minh-Triet Tran, Leonardo Gigli, Santiago Velasco-Forero, Beatriz Marcotegui, Ivan Sipiran, Benjamin Bustos, Ioannis Romanelis, Vlassis Fotis, Ramamoorthy Luxman
2020	J	`jnl`	SIP-SegNet: A Deep Convolutional Encoder-Decoder Network for Joint Semantic Segmentation and Extraction of Sclera, Iris and Pupil based on Periocular Region Suppression. CoRR Bilal Hassan, Ramsha Ahmed, Taimur Hassan, Naoufel Werghi
2020	—	`conf`	Spatial Graph Regularized Correlation Filters for Visual Object Tracking. SoCPaR Sajid Javed, Xiao Zhang, Jorge Dias, Lakmal D. Seneviratne, Naoufel Werghi
2020	J	`jnl`	Statistical 3D watermarking algorithm using non negative matrix factorization. Multim. Tools Appl. Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi
2020	—	`conf`	Thyroid Nodule Cell Classification in Cytology Images Using Transfer Learning Approach. SoCPaR Ahsan Baidar Bakht, Sajid Javed, Roberto Dina, Hasan Almarzouqi, Ahsan Khandoker, Naoufel Werghi
2020	—	`conf`	Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. ACCV (6) Taimur Hassan, Naoufel Werghi
2020	J	`jnl`	Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2019	J	`jnl`	A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. J. Digit. Imaging Ruba Alkadi, Fatma Taher, Ayman El-Baz, Naoufel Werghi
2019	—	`conf`	CSIOR: An Ordered Structured Resampling of Mesh Surfaces. ICSM Claudio Tortorici, Mohamed Kamel Riahi, Stefano Berretti, Naoufel Werghi
2019	J	`jnl`	Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs. CoRR Taimur Hassan, Salman H. Khan, Samet Akcay, Mohammed Bennamoun, Naoufel Werghi
2019	—	`conf`	Deep Multiresolution Cellular Communities for Semantic Segmentation of Multi-Gigapixel Histology Images. ICCV Workshops Sajid Javed, Arif Mahmood, Naoufel Werghi, Nasir M. Rajpoot
2019	C	`conf`	Detecting Drivers Smartphone: A Learned Features Approach using Aggregated Scalogram Images. AICCSA Mohammad Moussa Madine, Ammar Battah, Aaminah Khan, Naoufel Werghi
2019	B	`conf`	Extending LBP and Convolution-Like Operations on the Mesh. ICIP Claudio Tortorici, Naoufel Werghi, Stefano Berretti
2019	—	`conf`	Fused Geometry Augmented Images for Analyzing Textured Mesh. ICSM Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
2019	J	`jnl`	Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. CoRR Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
2019	J	`jnl`	Learned Micro-Doppler Representations for Targets Classification Based on Spectrogram Images. IEEE Access Esra Alhadhrami, Maha Al-Mufti, Bilal Taha, Naoufel Werghi
2019	—	`conf`	Low-Rank Tensor Tracking. ICCV Workshops Sajid Javed, Jorge Dias, Naoufel Werghi
2019	—	`conf`	Relief Pattern Segmentation Using 2D-Grid Patches on a Locally Ordered Mesh Manifold. STAG Claudio Tortorici, Denis Vreshtazi, Stefano Berretti, Naoufel Werghi
2019	B	`conf`	Structural Low-Rank Tracking. AVSS Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi
2018	J	`jnl`	3D mesh watermarking using salient points. Multim. Tools Appl. Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi
2018	—	`conf`	A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging. ECCV Workshops (4) Ruba Alkadi, Ayman El-Baz, Fatma Taher, Naoufel Werghi
2018	B	`conf`	Balancing Incident and Ambient Light for Illumination Compensation in Video Applications. ICIP Buti Al Delail, Harish Bhaskar, M. Jamal Zemerly, Naoufel Werghi
2018	—	`conf`	Estimating meteorological visibility range under foggy weather conditions: A deep learning approach. EUSPN/ICTH Hazar Chaabani, Naoufel Werghi, Faouzi Kamoun, Bilal Taha, Fatma Outay, Ansar-Ul-Haque Yasar
2018	—	`conf`	Performing Image-like Convolution on Triangular Meshes. 3DOR@Eurographics Claudio Tortorici, Naoufel Werghi, Stefano Berretti
2018	—	`conf`	Recognition of Geometric Patterns Over 3D Models. 3DOR@Eurographics Silvia Biasotti, Elia Moscoso Thompson, Loïc Barthe, Stefano Berretti, Andrea Giachetti, Thibault Lejemble, Nicolas Mellado, Konstantinos Moustakas, Iason Manolas, Dimitrios Dimou, Claudio Tortorici, Santiago Velasco-Forero, Naoufel Werghi, Martina Polig, Giusi Sorrentino, Sorin Hermon
2018	—	`conf`	Retrieval of Gray Patterns Depicted on 3D Models. 3DOR@Eurographics Elia Moscoso Thompson, Claudio Tortorici, Naoufel Werghi, Stefano Berretti, Santiago Velasco-Forero, Silvia Biasotti
2017	J	`jnl`	A comprehensive non-invasive framework for diagnosing prostate cancer. Comput. Biol. Medicine Islam Reda, Ahmed Shalaby, Mohammed M. Elmogy, Ahmed Abou Elfotouh, Fahmi Khalifa, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Georgy L. Gimel'farb, Naoufel Werghi, Ayman El-Baz
2017	—	`conf`	Application-specific processor for local-binary-patterns generation. ICECS Bilal Taha, Lilas Alrahis, Tasneem Assaf, Hani Saleh, Naoufel Werghi, Thanos Stouraitis
2017	—	`conf`	Classification of Cervical-Cancer Using Pap-Smear Images: A Convolutional Neural Network Approach. MIUA Bilal Taha, Jorge Dias, Naoufel Werghi
2017	B	`conf`	Convolutional neural networkasa feature extractor for automatic polyp detection. ICIP Bilal Taha, Jorge Dias, Naoufel Werghi
2017	A*	`conf`	Joint Registration and Representation Learning for Unconstrained Face Identification. CVPR Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke
2017	—	`conf`	Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model. MIUA Safa Salahat, Ahmed Soliman, Tim McGloughlin, Naoufel Werghi, Ayman El-Baz
2016	B	`conf`	3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. ICIP Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Marius George Linguraru, Naoufel Werghi
2016	—	`conf`	A Novel Robust Statistical Watermarking of 3D Meshes. RFMI Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi
2016	J	`jnl`	Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh. IEEE Trans. Inf. Forensics Secur. Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo
2016	B	`conf`	Computer-aided diagnostic tool for early detection of prostate cancer. ICIP Islam Reda, Ahmed Shalaby, Fahmi Khalifa, Mohammed M. Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Ehsan Hosseini-Asl, Naoufel Werghi, Robert Keynton, Ayman El-Baz
2016	—	`conf`	Early Features Fusion over 3D Face for Face Recognition. RFMI Claudio Tortorici, Naoufel Werghi
2016	—	`conf`	Enhancing automatic polyp detection accuracy using fusion techniques. MWSCAS Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad
2016	—	`conf`	Facial landmarks detection using 3D constrained local model on mesh manifold. MWSCAS Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Naoufel Werghi, Marius George Linguraru
2016	Misc	`conf`	Statistical robust watermarking for 3D mesh models based on salient points. ATSIP Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi
2016	—	`conf`	Towards a Methodology for Retrieving Suspects Using 3D Facial Descriptors. RFMI Naoufel Werghi, Hassen Drira
2015	—	`conf`	Automatic polyp detection: A comparative study. EMBC Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad
2015	B	`conf`	Boosting 3D LBP-based face recognition by fusing shape and texture descriptors on the mesh. ICIP Claudio Tortorici, Naoufel Werghi, Stefano Berretti
2015	J	`jnl`	Computer Aided Diagnosis System for Early Lung Cancer Detection. Algorithms Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2015	—	`conf`	Computer aided diagnosis system for early lung cancer detection. IWSSIP Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2015	—	`conf`	Computing Local Binary Patterns on Mesh Manifolds for 3D Texture Retrieval. 3DOR@Eurographics Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo
2015	—	`conf`	Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. EMBC Marwa Chendeb, Claudio Tortorici, Hassan Al-Muhairi, Habiba AlSafar, Marius George Linguraru, Naoufel Werghi
2015	J	`jnl`	Local binary patterns on triangular meshes: Concept and applications. Comput. Vis. Image Underst. Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo
2015	A*	`conf`	Representing 3D texture on mesh manifolds for retrieval and recognition applications. CVPR Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo
2015	—	`conf`	Rule based classification of sputum images for early lung cancer detection. ICECS Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2015	J	`jnl`	The Mesh-LBP: A Framework for Extracting Local Binary Patterns From Discrete Manifolds. IEEE Trans. Image Process. Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo
2015	—	`conf`	Using facial images for the diagnosis of genetic syndromes: A survey. ICCSPA Marwa Chendeb El Rai, Naoufel Werghi, Hassan Al-Muhairi, Habiba AlSafar
2014	B	`conf`	Computing Local Binary Patterns on Discrete Manifolds. ICPR Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo
2014	—	`conf`	Ensemble learning for the detection of facial dysmorphology. EMBC Qian Zhao, Naoufel Werghi, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru
2014	J	`jnl`	Multiscale Roughness Approach for Assessing Posterior Capsule Opacification. IEEE J. Biomed. Health Informatics Aruna Vivekanand, Naoufel Werghi, Hussain Al-Ahmad
2014	J	`jnl`	Selecting stable keypoints and local descriptors for person identification using 3D face scans. Vis. Comput. Stefano Berretti, Naoufel Werghi, Alberto Del Bimbo, Pietro Pala
2013	—	`conf`	3D face matching using structured ordered facial patterns. SSD Naoufel Werghi, Nesrine Bnouni, Sami Gazzah
2013	—	`conf`	Automated image assessment of posterior capsule opacification using Hölder exponents. ICECS Aruna Vivekanand, Naoufel Werghi, Hussain Al-Ahmad
2013	J	`jnl`	Automatic Sputum Color Image Segmentation for Lung Cancer Diagnosis. KSII Trans. Internet Inf. Syst. Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2013	—	`conf`	Comparison of Hopfield Neural Network and mean shift algorithm in segmenting sputum color images for lung Cancer Diagnosis. ICECS Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2013	—	`conf`	Data embedding of 3D triangular mesh models using ordered ring facets. SSD Naoufel Werghi, Nassima Medimegh, Sami Gazzah
2013	—	`conf`	Early detection of lung cancer based on sputum color image analysis. ICECS Fatma Taher, Hussain Al-Ahmad, Naoufel Werghi
2013	J	`jnl`	Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis. Algorithms Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad, Christian Donner
2013	—	`conf`	Geometric Histograms of 3D Keypoints for Face Identification with Missing Parts. 3DOR@Eurographics Stefano Berretti, Naoufel Werghi, Alberto Del Bimbo, Pietro Pala
2013	B	`conf`	Local descriptors matching for 3D face recognition. ICIP Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala
2013	J	`jnl`	Matching 3D face scans using interest points and local histogram descriptors. Comput. Graph. Stefano Berretti, Naoufel Werghi, Alberto Del Bimbo, Pietro Pala
2013	C	`conf`	Robust and Fragile Watermarking Scheme Based on DCT and Hash Function for Color Satellite Images. DeSE Sultan Al-Shehhi, Mohammed Al-Muhairi, Dalia Abuoeida, Hussain Al-Ahmed, Naoufel Werghi, Alavi Kunhu
2013	—	`conf`	Segmentation of sputum color image for lung cancer diagnosis based on mean shift algorithm. AFRICON Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2013	—	`conf`	The Mesh-LBP: Computing Local Binary Patterns on Discrete Manifolds. ICCV Workshops Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala
2012	J	`jnl`	An ordered topological representation of 3D triangular mesh facial surface: Concept and applications. EURASIP J. Adv. Signal Process. Naoufel Werghi, Mohamed Rahayem, Johan Kjellander
2012	—	`conf`	Bayesian classification and artificial neural network methods for lung cancer early diagnosis. ICECS Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2012	B	`conf`	Detection and segmentation of sputum cell for early lung cancer detection. ICIP Naoufel Werghi, Christian Donner, Fatma Taher, Hussain Al-Ahmad
2012	—	`conf`	Sputum image detection and extraction for lung cancer early diagnosis. ISSPA Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad
2011	B	`conf`	A novel surface pattern for 3D facial surface encoding and alignment. SMC Naoufel Werghi, Mohamed K. Naqbi
2011	—	`conf`	Rectangular Empty Parking Space Detection using SIFT based Classification. VISAPP Harish Bhaskar, Naoufel Werghi, Saeed Al-Mansoori
2011	—	`conf`	The Spiral Facets - A Unified Framework for the Analysis and Description of 3D Facial Mesh Surfaces. VISAPP Naoufel Werghi, Harish Bhaskar, Youssef Meguebli, Haykel Boukadida
2011	—	`conf`	The Spiral Facets: A Compact 3D Facial Mesh Surface Representation and Its Applications. VISIGRAPP (Selected Papers) Naoufel Werghi, Harish Bhaskar, Mohamed K. Naqbi, Youssef Meguebli, Haykel Boukadida
2010	J	`jnl`	A decision-tree-based system for student academic advising and planning in information systems programmes. Int. J. Bus. Inf. Syst. Naoufel Werghi, Faouzi Kamoun
2010	J	`jnl`	An unsupervised learning approach based on a Hopfield-like network for assessing posterior capsule opacification. Pattern Anal. Appl. Naoufel Werghi, Rachid Sammouda, Fatma AlKirbi
2010	C	`conf`	Combined spatial and transform domain analysis for rectangle detection. FUSION Harish Bhaskar, Naoufel Werghi, Saeed Al-Mansoori
2010	J	`jnl`	GENIMS - a user-centric and GIS-enabled incident management system. Int. J. Inf. Commun. Technol. Faouzi Kamoun, Naoufel Werghi, Mohammed Al Blushi
2010	B	`conf`	The 3D facial kernel: Application to facial surface spherical mapping and alignment. SMC Naoufel Werghi
2009	—	`conf`	Extracting Structured Topological Features from 3D Facial Surface: Approach and Applications. ICIAR Naoufel Werghi
2007	J	`jnl`	A Geometric Distribution-Based Approach for Aligning 3D Digital Object Models. Int. J. Comput. Their Appl. Naoufel Werghi
2007	Misc	`conf`	An Unsupervised Learning Approach Based on Hopfield-like Network for Assessing Posterior Capsule Opacification. MVA Naoufel Werghi, Rachid Sammouda, Fatma AlKirbi
2007	J	`jnl`	Labelling of Three Dimensional Human Body Scans: a Topological Approach. Int. J. Image Graph. Naoufel Werghi, Yijun Xiao, Paul Siebert
2007	J	`jnl`	Segmentation and Modeling of Full Human Body Shape From 3-D Scan Data: A Survey. IEEE Trans. Syst. Man Cybern. Part C Naoufel Werghi
2006	J	`jnl`	A functional-based segmentation of human body scans in arbitrary postures. IEEE Trans. Syst. Man Cybern. Part B Naoufel Werghi, Yijun Xiao, J. Paul Siebert
2006	J	`jnl`	A robust approach for constructing a graph representation of articulated and tubular-like objects from 3D scattered data. Pattern Recognit. Lett. Naoufel Werghi
2006	—	`conf`	Segmentation and modelling of full human body shape from 3D scan data: A survey. VISAPP (1) Naoufel Werghi
2005	J	`jnl`	A discriminative 3D wavelet-based descriptors: Application to the recognition of human body postures. Pattern Recognit. Lett. Naoufel Werghi
2004	—	`conf`	TM.AN: Commanding the Power of Collaborative Task Management. ICETE (1) Bader Maktari, Naoufel Werghi, Zoheir Ezziane
2004	—	`conf`	Topological Segmentation of Discrete Human Body Shapes in Various Postures Based on Geodesic Distance. ICPR (3) Yijun Xiao, Paul Siebert, Naoufel Werghi
2003	—	`conf`	A Discrete Reeb Graph Approach for the Segmentation of Human Body Scans . 3DIM Yijun Xiao, Paul Siebert, Naoufel Werghi
2003	Misc	`conf`	A topological approach for segmenting human body shape. ICIAP Yijun Xiao, Naoufel Werghi, Paul Siebert
2002	—	`conf`	Posture Recognition nd Segmentation from 3D Human Body Scans. 3DPVT Naoufel Werghi, Yijun Xiao
2002	—	`conf`	Recognition of Human Body Posture from a Cloud of 3D Data Points using Wavelet Transform Coefficients. FGR Naoufel Werghi, Yijun Xiao
2002	J	`jnl`	Shape Reconstruction Incorporating Multiple Nonlinear Geometric Constraints. Constraints An Int. J. Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson
2002	—	`conf`	Wavelet Moments for Recognizing Human Body Posture from 3D. ICPR (1) Naoufel Werghi, Yijun Xiao
2000	J	`jnl`	Faithful Recovering of Quadric Surfaces from 3D Range Data by Global Fitting. Int. J. Shape Model. Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson
1999	—	`conf`	A Low-Cost Range Finder Using a Visually Located, Structured Light Source. 3DIM Robert B. Fisher, Anthony Ashbrook, Craig Robertson, Naoufel Werghi
1999	—	`conf`	An Evolutionary Approach to Fitting Constrained Degenrate Second Order Surfaces. EvoWorkshops Craig Robertson, Robert B. Fisher, Naoufel Werghi, Anthony Ashbrook
1999	A	`conf`	Construction of Articulated Models from Range Data. BMVC Anthony Ashbrook, Robert B. Fisher, Naoufel Werghi, Craig Robertson
1999	—	`conf`	Faithful Recovering of Quadric Surfaces from 3D Range Data. 3DIM Naoufel Werghi, Anthony Ashbrook, Robert B. Fisher, Craig Robertson
1999	A	`conf`	Improving Second-order Surface Estimation. BMVC Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson
1999	J	`jnl`	Object reconstruction by incorporating geometric constraints in reverse engineering. Comput. Aided Des. Naoufel Werghi, Robert B. Fisher, Craig Robertson, Anthony Ashbrook
1998	—	`conf`	Aligning Arbitrary Surfaces using Pairwise Geometric Histograms. NMBIA Anthony Ashbrook, Robert B. Fisher, Naoufel Werghi, Craig Robertson
1998	—	`conf`	Finding Surface Correspondance for Object Recognition and Registration Using Pairwise Geometric Histograms. ECCV (2) Anthony Ashbrook, Robert B. Fisher, Craig Robertson, Naoufel Werghi
1998	—	`conf`	Modelling Objects having Quadric Surfaces Incorporating Geometric cCnstraints. ECCV (2) Naoufel Werghi, Robert B. Fisher, Craig Robertson, Anthony Ashbrook
1997	A	`conf`	Improving model shape acquisition by incorporating geometric constraints. BMVC Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson
1997	A	`conf`	Segmentation of Range Data into Rigid Subsets using Planar Surface Patches. BMVC Anthony Ashbrook, Robert B. Fisher, Craig Robertson, Naoufel Werghi
1996	—	`conf`	Ellipse Fitting And Three-Dimensional Localization Of Objects Based On Elliptic Features. ICIP (1) Naoufel Werghi, Christophe Doignon, Gabriel Abba