Ellipse Fitting And Three-Dimensional Localization Of Objects Based On Elliptic Features. - Naoufel Werghi; Christophe Doignon; Gabriel Abba (ICIP (1), 1996)

Segmentation of Range Data into Rigid Subsets using Planar Surface Patches. - Anthony Ashbrook; Robert B. Fisher; Craig Robertson; Naoufel Werghi (BMVC, 1997)

Improving model shape acquisition by incorporating geometric constraints. - Naoufel Werghi; Robert B. Fisher; Anthony Ashbrook; Craig Robertson (BMVC, 1997)

Finding Surface Correspondance for Object Recognition and Registration Using Pairwise Geometric Histograms. - Anthony Ashbrook; Robert B. Fisher; Craig Robertson; Naoufel Werghi (ECCV (2), 1998)

Modelling Objects having Quadric Surfaces Incorporating Geometric cCnstraints. - Naoufel Werghi; Robert B. Fisher; Craig Robertson; Anthony Ashbrook (ECCV (2), 1998)

Aligning Arbitrary Surfaces using Pairwise Geometric Histograms. - Anthony Ashbrook; Robert B. Fisher; Naoufel Werghi; Craig Robertson (NMBIA, 1998)

A Low-Cost Range Finder Using a Visually Located, Structured Light Source. - Robert B. Fisher; Anthony Ashbrook; Craig Robertson; Naoufel Werghi (3DIM, 1999)

Faithful Recovering of Quadric Surfaces from 3D Range Data. - Naoufel Werghi; Anthony Ashbrook; Robert B. Fisher; Craig Robertson (3DIM, 1999)

Construction of Articulated Models from Range Data. - Anthony Ashbrook; Robert B. Fisher; Naoufel Werghi; Craig Robertson (BMVC, 1999)

Improving Second-order Surface Estimation. - Naoufel Werghi; Robert B. Fisher; Anthony Ashbrook; Craig Robertson (BMVC, 1999)

An Evolutionary Approach to Fitting Constrained Degenrate Second Order Surfaces. - Craig Robertson; Robert B. Fisher; Naoufel Werghi; Anthony Ashbrook (EvoWorkshops, 1999)

Object reconstruction by incorporating geometric constraints in reverse engineering. - Naoufel Werghi; Robert B. Fisher; Craig Robertson; Anthony Ashbrook (Comput. Aided Des., 1999)

Faithful Recovering of Quadric Surfaces from 3D Range Data by Global Fitting. - Naoufel Werghi; Robert B. Fisher; Anthony Ashbrook; Craig Robertson (Int. J. Shape Model., 2000)

Posture Recognition nd Segmentation from 3D Human Body Scans. - Naoufel Werghi; Yijun Xiao (3DPVT, 2002)

Recognition of Human Body Posture from a Cloud of 3D Data Points using Wavelet Transform Coefficients. - Naoufel Werghi; Yijun Xiao (FGR, 2002)

Wavelet Moments for Recognizing Human Body Posture from 3D. - Naoufel Werghi; Yijun Xiao (ICPR (1), 2002)

Shape Reconstruction Incorporating Multiple Nonlinear Geometric Constraints. - Naoufel Werghi; Robert B. Fisher; Anthony Ashbrook; Craig Robertson (Constraints An Int. J., 2002)

A Discrete Reeb Graph Approach for the Segmentation of Human Body Scans . - Yijun Xiao; Paul Siebert; Naoufel Werghi (3DIM, 2003)

A topological approach for segmenting human body shape. - Yijun Xiao; Naoufel Werghi; Paul Siebert (ICIAP, 2003)

TM.AN: Commanding the Power of Collaborative Task Management. - Bader Maktari; Naoufel Werghi; Zoheir Ezziane (ICETE (1), 2004)

Topological Segmentation of Discrete Human Body Shapes in Various Postures Based on Geodesic Distance. - Yijun Xiao; Paul Siebert; Naoufel Werghi (ICPR (3), 2004)

A discriminative 3D wavelet-based descriptors: Application to the recognition of human body postures. - Naoufel Werghi (Pattern Recognit. Lett., 2005)

Segmentation and modelling of full human body shape from 3D scan data: A survey. - Naoufel Werghi (VISAPP (1), 2006)

A robust approach for constructing a graph representation of articulated and tubular-like objects from 3D scattered data. - Naoufel Werghi (Pattern Recognit. Lett., 2006)

A functional-based segmentation of human body scans in arbitrary postures. - Naoufel Werghi; Yijun Xiao; J. Paul Siebert (IEEE Trans. Syst. Man Cybern. Part B, 2006)

Labelling of Three Dimensional Human Body Scans: a Topological Approach. - Naoufel Werghi; Yijun Xiao; Paul Siebert (Int. J. Image Graph., 2007)

A Geometric Distribution-Based Approach for Aligning 3D Digital Object Models. - Naoufel Werghi (Int. J. Comput. Their Appl., 2007)

Segmentation and Modeling of Full Human Body Shape From 3-D Scan Data: A Survey. - Naoufel Werghi (IEEE Trans. Syst. Man Cybern. Part C, 2007)

Extracting Structured Topological Features from 3D Facial Surface: Approach and Applications. - Naoufel Werghi (ICIAR, 2009)

Combined spatial and transform domain analysis for rectangle detection. - Harish Bhaskar; Naoufel Werghi; Saeed Al-Mansoori (FUSION, 2010)

The 3D facial kernel: Application to facial surface spherical mapping and alignment. - Naoufel Werghi (SMC, 2010)

A decision-tree-based system for student academic advising and planning in information systems programmes. - Naoufel Werghi; Faouzi Kamoun (Int. J. Bus. Inf. Syst., 2010)

GENIMS - a user-centric and GIS-enabled incident management system. - Faouzi Kamoun; Naoufel Werghi; Mohammed Al Blushi (Int. J. Inf. Commun. Technol., 2010)

An unsupervised learning approach based on a Hopfield-like network for assessing posterior capsule opacification. - Naoufel Werghi; Rachid Sammouda; Fatma AlKirbi (Pattern Anal. Appl., 2010)

A novel surface pattern for 3D facial surface encoding and alignment. - Naoufel Werghi; Mohamed K. Naqbi (SMC, 2011)

Rectangular Empty Parking Space Detection using SIFT based Classification. - Harish Bhaskar; Naoufel Werghi; Saeed Al-Mansoori (VISAPP, 2011)

The Spiral Facets - A Unified Framework for the Analysis and Description of 3D Facial Mesh Surfaces. - Naoufel Werghi; Harish Bhaskar; Youssef Meguebli; Haykel Boukadida (VISAPP, 2011)

Bayesian classification and artificial neural network methods for lung cancer early diagnosis. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad (ICECS, 2012)

Detection and segmentation of sputum cell for early lung cancer detection. - Naoufel Werghi; Christian Donner; Fatma Taher; Hussain Al-Ahmad (ICIP, 2012)

Sputum image detection and extraction for lung cancer early diagnosis. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad (ISSPA, 2012)

An ordered topological representation of 3D triangular mesh facial surface: Concept and applications. - Naoufel Werghi; Mohamed Rahayem; Johan Kjellander (EURASIP J. Adv. Signal Process., 2012)

Geometric Histograms of 3D Keypoints for Face Identification with Missing Parts. - Stefano Berretti; Naoufel Werghi; Alberto Del Bimbo; Pietro Pala (3DOR@Eurographics, 2013)

3D face matching using structured ordered facial patterns. - Naoufel Werghi; Nesrine Bnouni; Sami Gazzah (SSD, 2013)

Data embedding of 3D triangular mesh models using ordered ring facets. - Naoufel Werghi; Nassima Medimegh; Sami Gazzah (SSD, 2013)

Segmentation of sputum color image for lung cancer diagnosis based on mean shift algorithm. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad (AFRICON, 2013)

Robust and Fragile Watermarking Scheme Based on DCT and Hash Function for Color Satellite Images. - Sultan Al-Shehhi; Mohammed Al-Muhairi; Dalia Abuoeida; Hussain Al-Ahmed; Naoufel Werghi; Alavi Kunhu (DeSE, 2013)

The Mesh-LBP: Computing Local Binary Patterns on Discrete Manifolds. - Naoufel Werghi; Stefano Berretti; Alberto Del Bimbo; Pietro Pala (ICCV Workshops, 2013)

Early detection of lung cancer based on sputum color image analysis. - Fatma Taher; Hussain Al-Ahmad; Naoufel Werghi (ICECS, 2013)

Comparison of Hopfield Neural Network and mean shift algorithm in segmenting sputum color images for lung Cancer Diagnosis. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad (ICECS, 2013)

Automated image assessment of posterior capsule opacification using Hölder exponents. - Aruna Vivekanand; Naoufel Werghi; Hussain Al-Ahmad (ICECS, 2013)

Local descriptors matching for 3D face recognition. - Naoufel Werghi; Stefano Berretti; Alberto Del Bimbo; Pietro Pala (ICIP, 2013)

Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad; Christian Donner (Algorithms, 2013)

Matching 3D face scans using interest points and local histogram descriptors. - Stefano Berretti; Naoufel Werghi; Alberto Del Bimbo; Pietro Pala (Comput. Graph., 2013)

Automatic Sputum Color Image Segmentation for Lung Cancer Diagnosis. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad (KSII Trans. Internet Inf. Syst., 2013)

Ensemble learning for the detection of facial dysmorphology. - Qian Zhao 003; Naoufel Werghi; Kazunori Okada; Kenneth Rosenbaum; Marshall Summar; Marius George Linguraru (EMBC, 2014)

Computing Local Binary Patterns on Discrete Manifolds. - Naoufel Werghi; Stefano Berretti; Alberto Del Bimbo (ICPR, 2014)

Multiscale Roughness Approach for Assessing Posterior Capsule Opacification. - Aruna Vivekanand; Naoufel Werghi; Hussain Al-Ahmad (IEEE J. Biomed. Health Informatics, 2014)

Selecting stable keypoints and local descriptors for person identification using 3D face scans. - Stefano Berretti; Naoufel Werghi; Alberto Del Bimbo; Pietro Pala (Vis. Comput., 2014)

Computing Local Binary Patterns on Mesh Manifolds for 3D Texture Retrieval. - Naoufel Werghi; Claudio Tortorici; Stefano Berretti; Alberto Del Bimbo (3DOR@Eurographics, 2015)

Representing 3D texture on mesh manifolds for retrieval and recognition applications. - Naoufel Werghi; Claudio Tortorici; Stefano Berretti; Alberto Del Bimbo (CVPR, 2015)

Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. - Marwa Chendeb; Claudio Tortorici; Hassan Al-Muhairi; Habiba AlSafar; Marius George Linguraru; Naoufel Werghi (EMBC, 2015)

Automatic polyp detection: A comparative study. - Alaa El Khatib; Naoufel Werghi; Hussain Al-Ahmad (EMBC, 2015)

Using facial images for the diagnosis of genetic syndromes: A survey. - Marwa Chendeb El Rai; Naoufel Werghi; Hassan Al-Muhairi; Habiba AlSafar (ICCSPA, 2015)

Rule based classification of sputum images for early lung cancer detection. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad (ICECS, 2015)

Boosting 3D LBP-based face recognition by fusing shape and texture descriptors on the mesh. - Claudio Tortorici; Naoufel Werghi; Stefano Berretti (ICIP, 2015)

Computer Aided Diagnosis System for Early Lung Cancer Detection. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad (Algorithms, 2015)

Local binary patterns on triangular meshes: Concept and applications. - Naoufel Werghi; Claudio Tortorici; Stefano Berretti; Alberto Del Bimbo (Comput. Vis. Image Underst., 2015)

The Mesh-LBP: A Framework for Extracting Local Binary Patterns From Discrete Manifolds. - Naoufel Werghi; Stefano Berretti; Alberto Del Bimbo (IEEE Trans. Image Process., 2015)

Statistical robust watermarking for 3D mesh models based on salient points. - Nassima Medimegh; Samir Belaid; Mohamed Atri; Naoufel Werghi (ATSIP, 2016)

3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. - Marwa Chendeb El Rai; Claudio Tortorici; Hassan Al-Muhairi; Marius George Linguraru; Naoufel Werghi (ICIP, 2016)

Computer-aided diagnostic tool for early detection of prostate cancer. - Islam Reda; Ahmed Shalaby 002; Fahmi Khalifa; Mohammed M. Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Ehsan Hosseini-Asl; Naoufel Werghi; Robert Keynton; Ayman El-Baz (ICIP, 2016)

Enhancing automatic polyp detection accuracy using fusion techniques. - Alaa El Khatib; Naoufel Werghi; Hussain Al-Ahmad (MWSCAS, 2016)

Facial landmarks detection using 3D constrained local model on mesh manifold. - Marwa Chendeb El Rai; Claudio Tortorici; Hassan Al-Muhairi; Naoufel Werghi; Marius George Linguraru (MWSCAS, 2016)

A Novel Robust Statistical Watermarking of 3D Meshes. - Nassima Medimegh; Samir Belaid; Mohamed Atri; Naoufel Werghi (RFMI, 2016)

Early Features Fusion over 3D Face for Face Recognition. - Claudio Tortorici; Naoufel Werghi (RFMI, 2016)

Towards a Methodology for Retrieving Suspects Using 3D Facial Descriptors. - Naoufel Werghi; Hassen Drira (RFMI, 2016)

Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh. - Naoufel Werghi; Claudio Tortorici; Stefano Berretti; Alberto Del Bimbo (IEEE Trans. Inf. Forensics Secur., 2016)

Joint Registration and Representation Learning for Unconstrained Face Identification. - Munawar Hayat; Salman H. Khan 001; Naoufel Werghi; Roland Goecke (CVPR, 2017)

Application-specific processor for local-binary-patterns generation. - Bilal Taha; Lilas Alrahis; Tasneem Assaf; Hani H. Saleh; Naoufel Werghi; Thanos Stouraitis (ICECS, 2017)

Convolutional neural networkasa feature extractor for automatic polyp detection. - Bilal Taha; Jorge Dias 001; Naoufel Werghi (ICIP, 2017)

Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model. - Safa Salahat; Ahmed Soliman 001; Tim McGloughlin; Naoufel Werghi; Ayman El-Baz (MIUA, 2017)

Classification of Cervical-Cancer Using Pap-Smear Images: A Convolutional Neural Network Approach. - Bilal Taha; Jorge Dias 001; Naoufel Werghi (MIUA, 2017)

A comprehensive non-invasive framework for diagnosing prostate cancer. - Islam Reda; Ahmed Shalaby 002; Mohammed M. Elmogy; Ahmed Abou Elfotouh; Fahmi Khalifa; Mohamed Abou El-Ghar; Ehsan Hosseini-Asl; Georgy L. Gimel'farb; Naoufel Werghi; Ayman El-Baz (Comput. Biol. Medicine, 2017)

Recognition of Geometric Patterns Over 3D Models. - Silvia Biasotti; Elia Moscoso Thompson; Loïc Barthe; Stefano Berretti; Andrea Giachetti 001; Thibault Lejemble; Nicolas Mellado; Konstantinos Moustakas; Iason Manolas; Dimitrios Dimou; Claudio Tortorici; Santiago Velasco-Forero; et al. (3DOR@Eurographics, 2018)

Retrieval of Gray Patterns Depicted on 3D Models. - Elia Moscoso Thompson; Claudio Tortorici; Naoufel Werghi; Stefano Berretti; Santiago Velasco-Forero; Silvia Biasotti (3DOR@Eurographics, 2018)

Performing Image-like Convolution on Triangular Meshes. - Claudio Tortorici; Naoufel Werghi; Stefano Berretti (3DOR@Eurographics, 2018)

A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging. - Ruba Alkadi; Ayman El-Baz; Fatma Taher; Naoufel Werghi (ECCV Workshops (4), 2018)

Estimating meteorological visibility range under foggy weather conditions: A deep learning approach. - Hazar Chaabani; Naoufel Werghi; Faouzi Kamoun; Bilal Taha; Fatma Outay; Ansar-Ul-Haque Yasar (EUSPN/ICTH, 2018)

Balancing Incident and Ambient Light for Illumination Compensation in Video Applications. - Buti Al Delail; Harish Bhaskar; M. Jamal Zemerly; Naoufel Werghi (ICIP, 2018)

3D mesh watermarking using salient points. - Nassima Medimegh; Samir Belaid; Mohamed Atri; Naoufel Werghi (Multim. Tools Appl., 2018)

Detecting Drivers Smartphone: A Learned Features Approach using Aggregated Scalogram Images. - Mohammad Moussa Madine; Ammar Battah; Aaminah Khan; Naoufel Werghi (AICCSA, 2019)

Structural Low-Rank Tracking. - Sajid Javed; Arif Mahmood; Jorge Dias 001; Naoufel Werghi (AVSS, 2019)

Relief Pattern Segmentation Using 2D-Grid Patches on a Locally Ordered Mesh Manifold. - Claudio Tortorici; Denis Vreshtazi; Stefano Berretti; Naoufel Werghi (STAG, 2019)

Low-Rank Tensor Tracking. - Sajid Javed; Jorge Dias 001; Naoufel Werghi (ICCV Workshops, 2019)

Deep Multiresolution Cellular Communities for Semantic Segmentation of Multi-Gigapixel Histology Images. - Sajid Javed; Arif Mahmood; Naoufel Werghi; Nasir M. Rajpoot (ICCV Workshops, 2019)

Extending LBP and Convolution-Like Operations on the Mesh. - Claudio Tortorici; Naoufel Werghi; Stefano Berretti (ICIP, 2019)

Fused Geometry Augmented Images for Analyzing Textured Mesh. - Bilal Taha; Munawar Hayat; Stefano Berretti; Naoufel Werghi (ICSM, 2019)

CSIOR: An Ordered Structured Resampling of Mesh Surfaces. - Claudio Tortorici; Mohamed Kamel Riahi; Stefano Berretti; Naoufel Werghi (ICSM, 2019)

Learned Micro-Doppler Representations for Targets Classification Based on Spectrogram Images. - Esra Alhadhrami; Maha Al-Mufti; Bilal Taha; Naoufel Werghi (IEEE Access, 2019)

Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. - Bilal Taha; Munawar Hayat; Stefano Berretti; Naoufel Werghi (CoRR, 2019)

Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs. - Taimur Hassan; Salman H. Khan 001; Samet Akcay; Mohammed Bennamoun; Naoufel Werghi (CoRR, 2019)

A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. - Ruba Alkadi; Fatma Taher; Ayman El-Baz; Naoufel Werghi (J. Digit. Imaging, 2019)

SHREC 2020 Track: River Gravel Characterization. - Andrea Giachetti 001; 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; et al. (3DOR, 2020)

Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. - Taimur Hassan; Naoufel Werghi (ACCV (6), 2020)

Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions. - Taimur Hassan; Muhammad Usman Akram; Naoufel Werghi (BIBE, 2020)

Extracting Ordered Iso-Geodesic Points on the Mesh. - Claudio Tortorici; Naoufel Werghi; Stefano Berretti (STAG, 2020)

Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction. - Mohanad Alkhodari; Herbert F. Jelinek; Naoufel Werghi; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (EMBC, 2020)

Deep Bidirectional Correlation Filters for Visual Object Tracking. - Sajid Javed; Xiaoxiong Zhang 001; Lakmal D. Seneviratne; Jorge Dias 001; Naoufel Werghi (FUSION, 2020)

Localizing Firearm Carriers By Identifying Human-Object Pairs. - Abdul Basit; Muhammad Akhtar Munir; Mohsen Ali; Naoufel Werghi; Arif Mahmood (ICIP, 2020)

Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach. - Taimur Hassan; Meriem Bettayeb; Samet Akçay; Salman H. Khan 001; Mohammed Bennamoun; Naoufel Werghi (ICIP, 2020)

CS-RPCA: Clustered Sparse RPCA for Moving Object Detection. - Sajid Javed; Arif Mahmood; Jorge Dias 001; Naoufel Werghi (ICIP, 2020)

Diagnosing Autism Using T1-W MRI With Multi-Kernel Learning and Hypergraph Neural Network. - Mohammad Moussa Madine; Islem Rekik; Naoufel Werghi (ICIP, 2020)

CSIOR: An Algorithm For Ordered Triangular Mesh Regularization. - Claudio Tortorici; Naoufel Werghi; Stefano Berretti (ICIP, 2020)

Gender Recognition on RGB-D Image. - Xiaoxiong Zhang 001; Sajid Javed; Ahmad Obeid 001; Jorge Dias 001; Naoufel Werghi (ICIP, 2020)

Long-Range Visual UAV Detection and Tracking System with Threat Level Assessment. - Abdel Gafoor Haddad; Muhammad Ahmed Humais; Naoufel Werghi; Abdulhadi Shoufan (IECON, 2020)

Thyroid Nodule Cell Classification in Cytology Images Using Transfer Learning Approach. - Ahsan Baidar Bakht; Sajid Javed; Roberto Dina; Hasan Almarzouqi; Ahsan Khandoker; Naoufel Werghi (SoCPaR, 2020)

Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications. - Shibani Hamsa; Youssef Iraqi; Ismail Shahin; Naoufel Werghi (SoCPaR, 2020)

Spatial Graph Regularized Correlation Filters for Visual Object Tracking. - Sajid Javed; Xiao Zhang; Jorge Dias 001; Lakmal D. Seneviratne; Naoufel Werghi (SoCPaR, 2020)

Deep Fusion Driven Semantic Segmentation for the Automatic Recognition of Concealed Contraband Items. - Muhammad Shafay; Taimur Hassan; Divya Velayudhan; Ernesto Damiani; Naoufel Werghi (SoCPaR, 2020)

Emotion Recognition From Speech Using Wavelet Packet Transform Cochlear Filter Bank and Random Forest Classifier. - Shibani Hamsa; Ismail Shahin; Youssef Iraqi; Naoufel Werghi (IEEE Access, 2020)

CSIOR: Circle-Surface Intersection Ordered Resampling. - Claudio Tortorici; Mohamed Kamel Riahi; Stefano Berretti; Naoufel Werghi (Comput. Aided Geom. Des., 2020)

SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs. - Elia Moscoso Thompson; Silvia Biasotti; Andrea Giachetti 001; Claudio Tortorici; Naoufel Werghi; Ahmad Shaker Obeid; Stefano Berretti; Hoang-Phuc Nguyen-Dinh; Minh-Quan Le; Hai-Dang Nguyen; Minh-Triet Tran; Leonardo Gigli; et al. (Comput. Graph., 2020)

SIP-SegNet: A Deep Convolutional Encoder-Decoder Network for Joint Semantic Segmentation and Extraction of Sclera, Iris and Pupil based on Periocular Region Suppression. - Bilal Hassan; Ramsha Ahmed; Taimur Hassan; Naoufel Werghi (CoRR, 2020)

Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans. - Taimur Hassan; Samet Akcay; Mohammed Bennamoun; Salman H. Khan 001; Naoufel Werghi (CoRR, 2020)

Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images. - Taimur Hassan; Muhammad Usman Akram; Naoufel Werghi (CoRR, 2020)

Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. - Taimur Hassan; Samet Akcay; Mohammed Bennamoun; Salman H. Khan 001; Naoufel Werghi (CoRR, 2020)

Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images. - Taimur Hassan; Ayman El-Baz; Naoufel Werghi (CoRR, 2020)

Statistical 3D watermarking algorithm using non negative matrix factorization. - Nassima Medimegh; Samir Belaid; Mohamed Atri; Naoufel Werghi (Multim. Tools Appl., 2020)

Meta-Transfer Learning Driven Tensor-Shot Detector for the Autonomous Localization and Recognition of Concealed Baggage Threats. - Taimur Hassan; Muhammad Shafay; Samet Akçay; Salman H. Khan 001; Mohammed Bennamoun; Ernesto Damiani; Naoufel Werghi (Sensors, 2020)

Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. - Bilal Taha; Munawar Hayat; Stefano Berretti; Dimitrios Hatzinakos; Naoufel Werghi (IEEE Trans. Circuits Syst. Video Technol., 2020)

Robust Structural Low-Rank Tracking. - Sajid Javed; Arif Mahmood; Jorge Dias 001; Naoufel Werghi (IEEE Trans. Image Process., 2020)

Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping. - Sajid Javed; Arif Mahmood; Naoufel Werghi; Ksenija Benes; Nasir M. Rajpoot (IEEE Trans. Image Process., 2020)

Toe Prints: An Application Study for Biometric Verification in Adults. - Syed Sadaf Ali; Vivek Singh Baghel; Iyyakutti Iyappan Ganapathi; Surya Prakash 001; Ngoc-Son Vu; Naoufel Werghi (CVPR Workshops, 2021)

Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. - Jhony H. Giraldo; Sajid Javed; Naoufel Werghi; Thierry Bouwmans (ICCVW, 2021)

Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional Network. - Ahsan Baidar Bakht; Sajid Javed; Hasan Almarzouqi; Ahsan Khandoker; Naoufel Werghi (ISBI, 2021)

Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats. - Muhammad Shafay; Taimur Hassan; Ernesto Damiani; Naoufel Werghi (SMC, 2021)

An Enhanced Emotion Recognition Algorithm Using Pitch Correlogram, Deep Sparse Matrix Representation and Random Forest Classifier. - Shibani Hamsa; Youssef Iraqi; Ismail Shahin; Naoufel Werghi (IEEE Access, 2021)

Person Gender Classification on RGB-D Data With Self-Joint Attention. - Xiaoxiong Zhang 001; Sajid Javed; Jorge Dias 001; Naoufel Werghi (IEEE Access, 2021)

CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans. - Bilal Hassan; Shiyin Qin; Taimur Hassan; Muhammad Usman Akram; Ramsha Ahmed; Naoufel Werghi (Biomed. Signal Process. Control., 2021)

Deep learning based joint segmentation and characterization of multi-class retinal fluid lesions on OCT scans for clinical use in anti-VEGF therapy. - Bilal Hassan; Shiyin Qin; Ramsha Ahmed; Taimur Hassan; Abdel Hakeem Taguri; Shahrukh Hashmi; Naoufel Werghi (Comput. Biol. Medicine, 2021)

Automated segmentation and extraction of posterior eye segment using OCT scans. - Bilal Hassan; Taimur Hassan; Ramsha Ahmed; Shiyin Qin; Naoufel Werghi (CoRR, 2021)

Spatially Constrained Context-Aware Hierarchical Deep Correlation Filters for Nucleus Detection in Histology Images. - Sajid Javed; Arif Mahmood; Jorge Dias 001; Naoufel Werghi; Nasir M. Rajpoot (Medical Image Anal., 2021)

Representing and analyzing relief patterns using LBP variants on mesh manifold. - Claudio Tortorici; Naoufel Werghi; Stefano Berretti (Pattern Anal. Appl., 2021)

Convolution operations for relief-pattern retrieval, segmentation and classification on mesh manifolds. - Claudio Tortorici; Stefano Berretti; Ahmad Obeid 001; Naoufel Werghi (Pattern Recognit. Lett., 2021)

Estimating ambient visibility in the presence of fog: a deep convolutional neural network approach. - Fatma Outay; Bilal Taha; Hazar Chaabani; Faouzi Kamoun; Naoufel Werghi; Ansar-Ul-Haque Yasar (Pers. Ubiquitous Comput., 2021)

Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression. - Hina Raja; Taimur Hassan; Muhammad Usman Akram; Naoufel Werghi (IEEE Trans. Biomed. Eng., 2021)

Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning. - Taimur Hassan; Bilal Hassan; Muhammad Usman Akram; Shahrukh Hashmi; Abdel Hakim Taguri; Naoufel Werghi (IEEE Trans. Instrum. Meas., 2021)

Joint Segmentation and Quantification of Chorioretinal Biomarkers in Optical Coherence Tomography Scans: A Deep Learning Approach. - Bilal Hassan; Shiyin Qin; Taimur Hassan; Ramsha Ahmed; Naoufel Werghi (IEEE Trans. Instrum. Meas., 2021)

Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. - Mohanad Alkhodari; Herbert F. Jelinek; Naoufel Werghi; Leontios J. Hadjileontiadis; Ahsan H. Khandoker (IEEE J. Biomed. Health Informatics, 2021)

RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology. - Taimur Hassan; Muhammad Usman Akram; Naoufel Werghi; Muhammad Noman Nazir (IEEE J. Biomed. Health Informatics, 2021)

Labeled Facets: New Surface Texture Dataset. - Iyyakutti Iyappan Ganapathi; Naoufel Werghi (3DOR (Short Papers), 2022)

UTB180: A High-Quality Benchmark for Underwater Tracking. - Basit Alawode; Yuhang Guo; Mehnaz Ummar; Naoufel Werghi; Jorge Dias 001; Ajmal Mian; Sajid Javed (ACCV (5), 2022)

Underwater Image Enhancement Using Pre-trained Transformer. - Abderrahmene Boudiaf; Yuhang Guo; Adarsh Ghimire; Naoufel Werghi; Giulia De Masi; Sajid Javed; Jorge Dias 001 (ICIAP (3), 2022)

Balanced Affinity Loss for Highly Imbalanced Baggage Threat Contour-Driven Instance Segmentation. - Abdelfatah Hassan Ahmed; Ahmad Obeid 001; Divya Velayudhan; Taimur Hassan; Ernesto Damiani; Naoufel Werghi (ICIP, 2022)

Detecting 3D Texture on Cultural Heritage Artifacts. - Iyyakutti Iyappan Ganapathi; Sajid Javed; Taimur Hassan; Naoufel Werghi (ICPR Workshops (3), 2022)

Class-Balanced Affinity Loss for Highly Imbalanced Tissue Classification in Computational Pathology. - Taslim Mahbub; Ahmad Obeid 001; Sajid Javed; Jorge Dias 001; Naoufel Werghi (ICPR Workshops (1), 2022)

Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach. - Divya Velayudhan; Adarsh Ghimire; Jorge Dias 001; Naoufel Werghi; Sajid Javed (ICPR Workshops (3), 2022)

Vision-based Inspection of Flare Stacks Operation Using a Visual Servoing Controlled Autonomous Unmanned Aerial Vehicle (UAV). - Muaz Al Radi; Hamad Karki; Naoufel Werghi; Sajid Javed; Jorge Dias 001 (IECON, 2022)

NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology Images. - Ahmad Obeid 001; Taslim Mahbub; Sajid Javed; Jorge Dias 001; Naoufel Werghi (CMMCA@MICCAI, 2022)

Image Classification and Text Identification in Inspecting Military Aircrafts Logos: Application of Convolutional Neural Network. - Saleh O. Edhah; Abeer Awadallah; Mayar Madboly; Hamdihun Dawed; Naoufel Werghi (ROSE, 2022)

Transformers for Imbalanced Baggage Threat Recognition. - Divya Velayudhan; Abdelfatah Hassan Ahmed; Taimur Hassan; Mohammed Bennamoun; Ernesto Damiani; Naoufel Werghi (ROSE, 2022)

A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking. - Sajid Javed; Arif Mahmood; Ihsan Ullah 002; Thierry Bouwmans; Majid Khonji; Jorge Manuel Miranda Dias; Naoufel Werghi (IEEE Access, 2022)

Knowledge distillation driven instance segmentation for grading prostate cancer. - Taimur Hassan; Muhammad Shafay; Bilal Hassan; Muhammad Usman Akram; Ayman Elbaz; Naoufel Werghi (Comput. Biol. Medicine, 2022)

Multi-level feature fusion for nucleus detection in histology images using correlation filters. - Sajid Javed; Arif Mahmood; Jorge Dias 001; Naoufel Werghi (Comput. Biol. Medicine, 2022)

Real-Time Face Recognition System. - Adarsh Ghimire; Naoufel Werghi; Sajid Javed; Jorge Dias 001 (CoRR, 2022)

Deep learning framework for robot for person detection and tracking. - Adarsh Ghimire; Xiaoxiong Zhang 001; Naoufel Werghi; Sajid Javed; Jorge Dias 001 (CoRR, 2022)

Robot Person Following in Uniform Crowd Environment. - Adarsh Ghimire; Xiaoxiong Zhang 001; Sajid Javed; Jorge Dias 001; Naoufel Werghi (CoRR, 2022)

Person Monitoring by Full Body Tracking in Uniform Crowd Environment. - Zhibo Zhang; Omar Alremeithi; Maryam Almheiri; Marwa Albeshr; Xiaoxiong Zhang 001; Sajid Javed; Naoufel Werghi (CoRR, 2022)

Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG. - Shibani Hamsa; Ismail Shahin; Youssef Iraqi; Ernesto Damiani; Naoufel Werghi (CoRR, 2022)

Learning to localize image forgery using end-to-end attention network. - Iyyakutti Iyappan Ganapathi; Sajid Javed; Syed Sadaf Ali; Arif Mahmood; Ngoc-Son Vu; Naoufel Werghi (Neurocomputing, 2022)

The Classification Power of Classical and Intra-voxel Incoherent Motion (IVIM) Fitting Models of Diffusion-weighted Magnetic Resonance Images: An Experimental Study. - Ruba Alkadi; Osama Abdullah; Naoufel Werghi (J. Digit. Imaging, 2022)

Unsupervised Land-Cover Segmentation Using Accelerated Balanced Deep Embedded Clustering. - Ahmad Obeid 001; Ibrahim M. Elfadel; Naoufel Werghi (IEEE Geosci. Remote. Sens. Lett., 2022)

Nucleus classification in histology images using message passing network. - Taimur Hassan; Sajid Javed; Arif Mahmood; Talha Qaiser; Naoufel Werghi; Nasir M. Rajpoot (Medical Image Anal., 2022)

Tensor pooling-driven instance segmentation framework for baggage threat recognition. - Taimur Hassan; Samet Akçay; Mohammed Bennamoun; Salman H. Khan 001; Naoufel Werghi (Neural Comput. Appl., 2022)

Continual Learning Objective for Analyzing Complex Knowledge Representations. - Asad Mansoor Khan; Taimur Hassan; Muhammad Usman Akram; Norah Saleh Alghamdi; Naoufel Werghi (Sensors, 2022)

Hierarchical Spatiotemporal Graph Regularized Discriminative Correlation Filter for Visual Object Tracking. - Sajid Javed; Arif Mahmood; Jorge Dias 001; Lakmal D. Seneviratne; Naoufel Werghi (IEEE Trans. Cybern., 2022)

A Novel Technique for Fingerprint Based Secure User Authentication. - Syed Sadaf Ali; Vivek Singh Baghel; Iyyakutti Iyappan Ganapathi; Surya Prakash 001; Ngoc-Son Vu; Naoufel Werghi (IEEE Trans. Emerg. Top. Comput., 2022)

A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. - Taimur Hassan; Samet Akcay; Mohammed Bennamoun; Salman H. Khan 001; Naoufel Werghi (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Detection Transformer Framework for Recognition of Heavily Occluded Suspicious Objects. - Abdelfatah Hassan Ahmed; Mohamad Alansari; Khaled Alnuaimi; Divya Velayudhan; Taimur Hassan; Naoufel Werghi (CIVEMSA, 2023)

Incremental Instance Segmentation for Cluttered Baggage Threat Detection. - Ammara Nasim; Divya Velayudhan; Abdelfatah Hassan Ahmed; Taimur Hassan; Samet Akcay; Muhammad Usman Akram; Naoufel Werghi (CIVEMSA, 2023)

Contrastive Learning Driven Self-Supervised Framework for Segmentation of Biomarker of Diabetic Macular Edema. - Hina Raja; Taimur Hassan; Bilal Hassan; Naoufel Werghi; Hira Raja; Siamak Yousefi (CIVEMSA, 2023)

A Lightweight UNet with Inverted Residual Blocks for Diabetic Retinopathy Lesion Segmentation. - Amit Bhati; Karan Choudhary; Samir Jain; Neha Gour; Pritee Khanna; Aparajita Ojha; Naoufel Werghi (CVIP (2), 2023)

Uniform Appearance People and Crowd Monitoring Using Drones. - Ahmed Elshamy; Mohamad Alansari; Ahmed Abughali; Esrat Khan; Islam Mohamed Zaid; Naoufel Werghi (ICAR, 2023)

Multi-Target Tracker for Low Light Vision. - Nadya Abdel Madjid; Arjun Sharma; Bilal Hassan; Naoufel Werghi; Jorge Dias 001; Majid Khonji (ICAR, 2023)

Vision-Based Analytics of Flare Stacks Using Deep Learning Detection. - Muaz Al Radi; Said Boumaraf; Hamad Karki; Jorge Dias 001; Naoufel Werghi; Sajid Javed (ICAR, 2023)

The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias. - 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; et al. (IJCB, 2023)

EFaR 2023: Efficient Face Recognition Competition. - 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; et al. (IJCB, 2023)

A Shallow U-Net with Split-Fused Attention Mechanism for Retinal Vessel Segmentation. - Amit Bhati; Samir Jain; Neha Gour; Pritee Khanna; Aparajita Ojha; Naoufel Werghi (ICIP, 2023)

Facet-Level Segmentation of 3d Textures on Cultural Heritage Objects. - Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Muhammad Owais; Neha Gour; Sajid Javed; Naoufel Werghi (ICIP, 2023)

Robust Nucleus Classification with Iterative Graph Representational Learning. - Taimur Hassan; Moshira Abdalla; Hina Raja; Muhammad Owais; Naoufel Werghi (ICIP, 2023)

Strengthening Deep Learning Model for Robust Screening of Volumetric Chest Radiographic Scans. - Muhammad Owais; Taimur Hassan; Neha Gour; Iyyakutti Iyappan Ganapathi; Naoufel Werghi (ICIP, 2023)

Context-Aware Transformers for Weakly Supervised Baggage Threat Localization. - Divya Velayudhan; Abdelfatah Hassan Ahmed; Taimur Hassan; Mohammed Bennamoun; Ernesto Damiani; Naoufel Werghi (ICIP, 2023)

Highly Imbalanced Baggage Threat Classification. - Abdelfatah Hassan Ahmed; Divya Velayudhan; Taimur Hassan; Mohammed Bennamoun; Ernesto Damiani; Naoufel Werghi (ICMLC, 2023)

Multi-view Inspection of Flare Stacks Operation Using a Vision-controlled Autonomous UAV. - Muaz Al Radi; Pengfei Li; Hamad Karki; Naoufel Werghi; Sajid Javed; Jorge Dias 001 (IECON, 2023)

GhostFaceNets: Lightweight Face Recognition Model From Cheap Operations. - Mohamad Alansari; Oussama Abdul Hay; Sajid Javed; Abdulhadi Shoufan; Yahya H. Zweiri; Naoufel Werghi (IEEE Access, 2023)

Convolutional Transformer for Autonomous Recognition and Grading of Tomatoes Under Various Lighting, Occlusion, and Ripeness Conditions. - Asim Khan; Taimur Hassan; Muhammad Shafay; Israa Fahmy; Naoufel Werghi; Lakmal D. Seneviratne; Irfan Hussain (CoRR, 2023)

Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement. - Basit Alawode; Fayaz Ali Dharejo; Mehnaz Ummar; Yuhang Guo; Arif Mahmood; Naoufel Werghi; Fahad Shahbaz Khan; Jiri Matas; Sajid Javed (CoRR, 2023)

3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning. - Iyyakutti Iyappan Ganapathi; Fayaz Ali; Sajid Javed; Syed Sadaf Ali; Naoufel Werghi (CoRR, 2023)

A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions. - Hina Raja; Taimur Hassan; Bilal Hassan; Muhammad Usman Akram; Hira Raja; Alaa A. Abd-alrazaq; Siamak Yousefi; Naoufel Werghi (CoRR, 2023)

A Survey of 3D Ear Recognition Techniques. - Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Surya Prakash 001; Ngoc-Son Vu; Naoufel Werghi (ACM Comput. Surv., 2023)

Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey. - Divya Velayudhan; Taimur Hassan; Ernesto Damiani; Naoufel Werghi (ACM Comput. Surv., 2023)

Arabic Mispronunciation Recognition System Using LSTM Network. - Abdelfatah Hassan Ahmed; Mohamed Bader; Ismail Shahin; Ali Bou Nassif; Naoufel Werghi; Mohammad Basel (Inf., 2023)

Robot-Person Tracking in Uniform Appearance Scenarios: A New Dataset and Challenges. - Xiaoxiong Zhang 001; Adarsh Ghimire; Sajid Javed; Jorge Dias 001; Naoufel Werghi (IEEE Trans. Hum. Mach. Syst., 2023)

SIPFormer: Segmentation of Multiocular Biometric Traits With Transformers. - Bilal Hassan; Taimur Hassan; Ramsha Ahmed; Naoufel Werghi; Jorge Dias 001 (IEEE Trans. Instrum. Meas., 2023)

Unsupervised anomaly instance segmentation for baggage threat recognition. - Taimur Hassan; Samet Akçay; Mohammed Bennamoun; Salman Khan 001; Naoufel Werghi (J. Ambient Intell. Humaniz. Comput., 2023)

Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy. - Taimur Hassan; Zhu Li 001; Muhammad Usman Akram; Irfan Hussain; Kinda Khalaf; Naoufel Werghi (Inf. Fusion, 2023)

Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision. - Sajid Javed; Arif Mahmood; Talha Qaiser; Naoufel Werghi (IEEE J. Biomed. Health Informatics, 2023)

Multimodal hybrid features in 3D ear recognition. - Karthika Ganesan; A. Chilambuchelvan; Iyyakutti Iyappan Ganapathi; Sajid Javed; Naoufel Werghi (Appl. Intell., 2023)

Cascaded structure tensor for robust baggage threat detection. - Taimur Hassan; Samet Akcay; Bilal Hassan; Mohammed Bennamoun; Salman H. Khan 001; Jorge Dias 001; Naoufel Werghi (Neural Comput. Appl., 2023)

Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG. - Shibani Hamsa; Ismail Shahin; Youssef Iraqi; Ernesto Damiani; Ali Bou Nassif; Naoufel Werghi (Expert Syst. Appl., 2023)

DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs. - Ahsan Baidar Bakht; Sajid Javed; Syed Qasim Gilani; Hamad Karki; Muhammad Muneeb; Naoufel Werghi (J. Digit. Imaging, 2023)

An appraisal of the performance of AI tools for chronic stroke lesion segmentation. - Ramsha Ahmed; Aamna Al Shehhi; Bilal Hassan; Naoufel Werghi; Mohamed L. Seghier (Comput. Biol. Medicine, 2023)

RHEMAT: Robust human ear based multimodal authentication technique. - Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Uttam Sharma; Pradeep Tomar; Muhammad Owais; Naoufel Werghi (Comput. Secur., 2023)

A comprehensive computer-aided system for an early-stage diagnosis and classification of diabetic macular edema. - Muhammad Zubair; Muhammad Umair; Rizwan Ali Naqvi; Dildar Hussain; Muhammad Owais; Naoufel Werghi (J. King Saud Univ. Comput. Inf. Sci., 2023)

Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals. - Neha Gour; Taimur Hassan; Muhammad Owais; Iyyakutti Iyappan Ganapathi; Pritee Khanna; Mohamed L. Seghier; Naoufel Werghi (Brain Informatics, 2023)

3D-TexSeg: Unsupervised Segmentation of 3D Texture Using Mutual Transformer Learning. - Iyyakutti Iyappan Ganapathi; Fayaz Ali Dharejo; Sajid Javed; Syed Sadaf Ali; Naoufel Werghi (3DV, 2024)

SCAM: Systematic Classification and Analysis of Misinformation. - Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Maregu Assefa; Sajid Javed; Naoufel Werghi (BMVC Workshops, 2024)

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. - Sajid Javed; Arif Mahmood; Iyyakutti Iyappan Ganapathi; Fayaz Ali Dharejo; Naoufel Werghi; Mohammed Bennamoun (CVPR, 2024)

OSMGE: One-Shot Multiscale Geometric Encoding for Texture Segmentation in 3D Meshes. - Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Sajid Javed; Neha Gour; Naoufel Werghi (DICTA, 2024)

Autonomous Drone-Person Tracking and Following in Uniform Appearance Scenarios. - Mohamad Alansari; Oussama Abdul Hay; Sajid Javed; Hazem Elrefaei; Khaled Alnuaimi; Bilal Hassan; Jorge Dias 001; Yahya H. Zweiri; Naoufel Werghi (ECCV Workshops (7), 2024)

VQA-Driven Facet-Level Texture Segmentation in 3D Surfaces. - Iyyakutti Iyappan Ganapathi; Sajid Javed; Syed Sadaf Ali; Mohamad Alansari; Said Boumaraf; Naoufel Werghi (ECCV Workshops (5), 2024)

Chin EMG Scalogram-Based Deep CNN for OSA Screening. - Adil Rehman; Mostafa Moussa; Hani H. Saleh; Naoufel Werghi; Ali Khraibi; Ahsan Khandoker (EMBC, 2024)

Human Action Recognition with Multi-Level Granularity and Pair-Wise Hyper GCN. - Tamam Alsarhan; Syed Sadaf Ali; Ayoub Alsarhan; Iyyakutti Iyappan Ganapathi; Naoufel Werghi (FG, 2024)

HapticFormers: Utilizing Transformers for Avocado Maturity Grading through Vision-based Tactile Assessment. - Israa Fahmy; Taimur Hassan; Irfan Hussain; Naoufel Werghi; Lakmal D. Seneviratne (HAPTICS, 2024)

CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. - Abdelfatah Hassan Ahmed; Divya Velayudhan; Mahmoud Elmezain; Muaz Al Radi; Abderrahmene Boudiaf; Taimur Hassan; Mohamed Deriche 001; Mohammed Bennamoun; Naoufel Werghi (ICIP, 2024)

Integrating Vision-Language Supervision for Uniform Appearance Tracking. - Mohamad Alansari; Ahmed Abughali; Obadah Habash; Khaled Alnuaimi; Sajid Javed; Naoufel Werghi (ICIP, 2024)

SMO-CLIP: Enhancing Anomalous Smoke Density Assessment Using A Hybrid LLM-VLM Approach. - Pengfei Li; Muaz Al Radi; Mahmoud Said Elmezain; Abdelfatah Hassan Ahmed; Abderrahmene Boudiaf; Said Boumaraf; Jorge Dias 001; Hamad Karki; Sajid Javed; Khalid Yousef Al Awadhi; Naoufel Werghi (ICIP, 2024)

Recurrent 3-D Multi-Level Visual Transformer For Joint Classification of Heterogeneous 2-d AND 3-D Radiographic Data. - Muhammad Owais; Muhammad Zubair; Taimur Hassan; Divya Velayudhan; Irfan Hussain; Naoufel Werghi (ICIP, 2024)

A Fusion-Based Approach for Blind Contrast-Enhanced Image Ranking. - Wael Suliman; Mohamed Deriche 001; Naoufel Werghi; Azeddine Beghdadi (ICIP, 2024)

UAV-Assisted Logo Inspection: Deep Learning Techniques for Real- Time Detection and Classification of Distorted Logos. - Mohammed B. Mohiuddin; Oussama Abdul Hay; Ahmad Abubakar; Mubarak Yakubu; Naoufel Werghi (ICRCA, 2024)

Performance Analysis of Synthetic Events via Visual Object Trackers. - Mohamad Alansari; Hamad AlRemeithi; Sara Alansari; Naoufel Werghi; Sajid Javed (SAI (3), 2024)

Vision-Perceptual Transformer Network for Semantic Scene Understanding. - Mohamad Alansari; Hamad AlRemeithi; Bilal Hassan; Sara Alansari; Jorge Dias 001; Majid Khonji; Naoufel Werghi; Sajid Javed (VISIGRAPP (3): VISAPP, 2024)

Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security. - Mohamad Alansari; Abdelfatah Hassan Ahmed; Khaled Alnuaimi; Divya Velayudhan; Taimur Hassan; Sajid Javed; Mohammed Bennamoun; Naoufel Werghi (IEEE Access, 2024)

PH-GCN: Boosting Human Action Recognition Through Multi-Level Granularity With Pair-Wise Hyper GCN. - Tamam Alsarhan; Syed Sadaf Ali; Iyyakutti Iyappan Ganapathi; Ahmad Ali; Naoufel Werghi (IEEE Access, 2024)

Unified Synergistic Deep Learning Framework for Multimodal 2-D and 3-D Radiographic Data Analysis: Model Development and Validation. - Muhammad Owais; Muhammad Zubair; Lakmal D. Seneviratne; Naoufel Werghi; Irfan Hussain (IEEE Access, 2024)

AI-Enhanced Gas Flares Remote Sensing and Visual Inspection: Trends and Challenges. - Muaz Al Radi; Pengfei Li; Said Boumaraf; Jorge Dias 001; Naoufel Werghi; Hamad Karki; Sajid Javed (IEEE Access, 2024)

An interpretable dual attention network for diabetic retinopathy grading: IDANet. - Amit Bhati; Neha Gour; Pritee Khanna; Aparajita Ojha; Naoufel Werghi (Artif. Intell. Medicine, 2024)

FinTem: A secure and non-invertible technique for fingerprint template protection. - Amber Hayat; Syed Sadaf Ali; Ashok Kumar Bhateja; Naoufel Werghi (Comput. Secur., 2024)

A Robust Adversary Detection-Deactivation Method for Metaverse-oriented Collaborative Deep Learning. - Pengfei Li; Zhibo Zhang; Ameena Saad Al Sumaiti; Naoufel Werghi; Chan Yeob Yeun (CoRR, 2024)

RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloud. - Mohamed Nagy; Naoufel Werghi; Bilal Hassan; Jorge Dias 001; Majid Khonji (CoRR, 2024)

Video Anomaly Detection in 10 Years: A Survey and Outlook. - Moshira Abdalla; Sajid Javed; Muaz Al Radi; Anwaar Ulhaq; Naoufel Werghi (CoRR, 2024)

Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review. - Ahmad Obeid 001; Said Boumaraf; Anabia Sohail; Taimur Hassan; Sajid Javed; Jorge Dias 001; Mohammed Bennamoun; Naoufel Werghi (CoRR, 2024)

BENet: A Cross-domain Robust Network for Detecting Face Forgeries via Bias Expansion and Latent-space Attention. - Weihua Liu; Jianhua Qiu; Said Boumaraf; Chaochao Lin; Pan liyuan; Lin Li; Mohammed Bennamoun; Naoufel Werghi (CoRR, 2024)

Reconstructing Deep Neural Networks: Unleashing the Optimization Potential of Natural Gradient Descent. - Weihua Liu; Said Boumaraf; Jianwu Li; Chaochao Lin; Xiabi Liu; Lijuan Niu; Naoufel Werghi (CoRR, 2024)

Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation. - Abdelfatah Hassan Ahmed; Divya Velayudhan; Taimur Hassan; Mohammed Bennamoun; Ernesto Damiani; Naoufel Werghi (Eng. Appl. Artif. Intell., 2024)

B3D-EAR: Binarized 3D descriptors for ear-based human recognition. - Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Surya Prakash 001; Sambit Bakshi; Naoufel Werghi (Expert Syst. Appl., 2024)

Efficient and lightweight in-memory computing architecture for hardware security. - Hala Ajmi; Fakhreddine Zayer; Amira Hadj Fredj; Belgacem Hamdi; Baker Mohammad; Naoufel Werghi; Jorge Dias 001 (J. Parallel Distributed Comput., 2024)

Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification. - Sajid Javed; Arif Mahmood; Talha Qaiser; Naoufel Werghi; Nasir M. Rajpoot (Medical Image Anal., 2024)

Incremental convolutional transformer for baggage threat detection. - Taimur Hassan; Bilal Hassan; Muhammad Owais; Divya Velayudhan; Jorge Dias 001; Mohammed Ghazal; Naoufel Werghi (Pattern Recognit., 2024)

Neural Graph Refinement for Robust Recognition of Nuclei Communities in Histopathological Landscape. - Taimur Hassan; Zhu Li 001; Sajid Javed; Jorge Dias 001; Naoufel Werghi (IEEE Trans. Image Process., 2024)

Programmable broad learning system for baggage threat recognition. - Muhammad Shafay; Abdelfatah Hassan Ahmed; Taimur Hassan; Jorge Dias 001; Naoufel Werghi (Multim. Tools Appl., 2024)

Center-Focused Affinity Loss for Class Imbalance Histology Image Classification. - Taslim Mahbub; Ahmad Obeid 001; Sajid Javed; Jorge Dias 001; Taimur Hassan; Naoufel Werghi (IEEE J. Biomed. Health Informatics, 2024)

SwinWave-SR: Multi-scale lightweight underwater image super-resolution. - Fayaz Ali Dharejo; Iyyakutti Iyappan Ganapathi; Muhammad Zawish; Basit Alawode; Moath Alathbah; Naoufel Werghi; Sajid Javed (Inf. Fusion, 2024)

Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning. - Divya Velayudhan; Abdelfatah Hassan Ahmed; Taimur Hassan; Neha Gour; Muhammad Owais; Mohammed Bennamoun; Ernesto Damiani; Naoufel Werghi (IEEE Trans. Ind. Informatics, 2024)

A comprehensive review of artificial intelligence models for screening major retinal diseases. - Bilal Hassan; Hina Raja; Taimur Hassan; Muhammad Usman Akram; Hira Raja; Alaa A. Abd-alrazaq; Siamak Yousefi; Naoufel Werghi (Artif. Intell. Rev., 2024)

ViT-LSTM synergy: a multi-feature approach for speaker identification and mask detection. - Ali Bou Nassif; Ismail Shahin; Mohamed Bader; Abdelfatah Hassan Ahmed; Naoufel Werghi (Neural Comput. Appl., 2024)

Semi-supervised contour-driven broad learning system for autonomous segmentation of concealed prohibited baggage items. - Divya Velayudhan; Abdelfatah Hassan Ahmed; Taimur Hassan; Muhammad Owais; Neha Gour; Mohammed Bennamoun; Ernesto Damiani; Naoufel Werghi (Vis. Comput. Ind. Biomed. Art, 2024)

Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation. - Shahad Albastaki; Anabia Sohail; Iyyakutti Iyappan Ganapathi; Basit Alawode; Asim Khan; Sajid Javed; Naoufel Werghi; Mohammed Bennamoun; Arif Mahmood (CVPR, 2025)

DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation. - Maregu Assefa; Muzammal Naseer; Iyyakutti Iyappan Ganapathi; Syed Sadaf Ali; Mohamed L. Seghier; Naoufel Werghi (CVPR, 2025)

STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection. - 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; et al. (CVPR, 2025)

PMIL: A Topology Module to Improve MIL-based WSI Classification. - Ahmad Obeid 001; Anabia Sohail; Said Boumaraf; Xiabi Liu; Sajid Javed; Hasan Almarzouqi; Jorge Dias 001; Mohammed Bennamoun; Naoufel Werghi; Ibrahim Abe M. Elfadel (ISCAS, 2025)

Optimized Flare Performance Analysis Through Multi-Modal Machine Learning and Temporal Standard Deviation Enhancements. - Said Boumaraf; Pengfei Li; Muaz Al Radi; Fares Oussama Abdelhafez; Abderaouf Behouch; Khalid Yousef Al Awadhi; Hamad Karki; Sajid Javed; Jorge Dias 001; Naoufel Werghi (IEEE Access, 2025)

Dynamic Statistical Attention-based lightweight model for Retinal Vessel Segmentation: DyStA-RetNet. - Amit Bhati; Samir Jain; Neha Gour; Pritee Khanna; Aparajita Ojha; Naoufel Werghi (Comput. Biol. Medicine, 2025)

EfficientFaceV2S: A lightweight model and a benchmarking approach for drone-captured face recognition. - Mohamad Alansari; Khaled Alnuaimi; Iyyakutti Iyappan Ganapathi; Sara Alansari; Sajid Javed; Abdulhadi Shoufan; Yahya H. Zweiri; Naoufel Werghi (Expert Syst. Appl., 2025)

Vision-based air-flow monitoring in an industrial flare system design using deep convolutional neural networks. - Said Boumaraf; Muaz Al Radi; Fares Oussama Abdelhafez; Pengfei Li; Khalid Yousef Al Awadhi; Hamad Karki; Sahraoui Dhelim; Naoufel Werghi (Expert Syst. Appl., 2025)

Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse Thermography. - Mohammed Salah; Naoufel Werghi; Davor Svetinovic; Yusra Abdulrahman (CoRR, 2025)

AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis. - Basit Alawode; Iyyakutti Iyappan Ganapathi; Sajid Javed; Naoufel Werghi; Mohammed Bennamoun; Arif Mahmood (CoRR, 2025)

EMT: A Visual Multi-Task Benchmark Dataset for Autonomous Driving in the Arab Gulf Region. - Nadya Abdel Madjid; Murad Mebrahtu; Abdelmoamen Nasser; Bilal Hassan; Naoufel Werghi; Jorge Dias 001; Majid Khonji (CoRR, 2025)

A Vision Language Correlation Framework for Screening Disabled Retina. - Taimur Hassan; Hina Raja; Kais Belwafi; Samet Akcay; Mohamed Jleli; Bessem Samet; Naoufel Werghi; Jawad Yousaf; Mohammed Ghazal (IEEE J. Biomed. Health Informatics, 2025)

Unsupervised Dual Transformer Learning for 3-D Textured Surface Segmentation. - Iyyakutti Iyappan Ganapathi; Fayaz Ali Dharejo; Sajid Javed; Syed Sadaf Ali; Naoufel Werghi (IEEE Trans. Neural Networks Learn. Syst., 2025)

Continuous Wavelet Network for Efficient and Transferable Collision Detection in Collaborative Robots. - Zhenwei Niu; Taimur Hassan; Mohamed Nassim Boushaki; Naoufel Werghi; Irfan Hussain (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Towards Accurate State Estimation: Kalman Filter Incorporating Motion Dynamics for 3D Multi-Object Tracking. - Mohamed Nagy; Naoufel Werghi; Bilal Hassan; Jorge Dias 001; Majid Khonji (CoRR, 2025)

SHREC'25 Track on Multiple Relief Patterns: Report and Analysis. - 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; et al. (CoRR, 2025)

Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025. - Matej Vitek; Darian Tomasevic; Abhijit Das 001; Sabari Nathan; Gökhan Özbulak; Gözde Ayse Tataroglu Özbulak; Jean-Paul Calbimonte; André Anjos; Hariohm Hemant Bhatt; Dhruv Dhirendra Premani; Jay Chaudhari; Caiyong Wang; et al. (CoRR, 2025)

Trajectory prediction for autonomous driving: Progress, limitations, and future directions. - Nadya Abdel Madjid; Abdulrahman Ahmad; Murad Mebrahtu; Yousef Babaa; Abdelmoamen Nasser; Sumbal Malik; Bilal Hassan; Naoufel Werghi; Jorge Dias 001; Majid Khonji (Inf. Fusion, 2026)

X-SSL: Self-supervised X-ray threat detection with zero-shot and multi-modal learning. - Yonathan Michael; Mohamad Alansari; Abdelfatah Hassan Ahmed; Naoufel Werghi; Andreas Henschel (Inf. Process. Manag., 2026)