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Journal Articles
- 2024
[j91]Muaz Al Radi, Pengfei Li
, Said Boumaraf, Jorge Dias, Naoufel Werghi, Hamad Karki, Sajid Javed:
AI-Enhanced Gas Flares Remote Sensing and Visual Inspection: Trends and Challenges. IEEE Access 12: 56249-56274 (2024)- [j90]Mohamad Alansari, Abdelfatah Hassan Ahmed, Khaled Alnuaimi, Divya Velayudhan, Taimur Hassan, Sajid Javed, Mohammed Bennamoun, Naoufel Werghi:
Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security. IEEE Access 12: 77454-77467 (2024) - [j89]Bilal Hassan, Hina Raja, Taimur Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-alrazaq, Siamak Yousefi, Naoufel Werghi:
A comprehensive review of artificial intelligence models for screening major retinal diseases. Artif. Intell. Rev. 57(5): 111 (2024) - [j88]Amit Bhati, Neha Gour, Pritee Khanna, Aparajita Ojha, Naoufel Werghi:
An interpretable dual attention network for diabetic retinopathy grading: IDANet. Artif. Intell. Medicine 149: 102782 (2024) - [j87]Amber Hayat, Syed Sadaf Ali, Ashok Kumar Bhateja, Naoufel Werghi:
FinTem: A secure and non-invertible technique for fingerprint template protection. Comput. Secur. 142: 103876 (2024) - [j86]Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation. Eng. Appl. Artif. Intell. 130: 107639 (2024) - [j85]Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Surya Prakash, Sambit Bakshi, Naoufel Werghi:
B3D-EAR: Binarized 3D descriptors for ear-based human recognition. Expert Syst. Appl. 249: 123580 (2024) - [j84]Fayaz Ali Dharejo, Iyyakutti Iyappan Ganapathi, Muhammad Zawish, Basit Alawode, Moath Alathbah, Naoufel Werghi, Sajid Javed:
SwinWave-SR: Multi-scale lightweight underwater image super-resolution. Inf. Fusion 103: 102127 (2024) - [j83]Hala Ajmi, Fakhreddine Zayer, Amira Hadj Fredj, Belgacem Hamdi, Baker Mohammad, Naoufel Werghi, Jorge Dias:
Efficient and lightweight in-memory computing architecture for hardware security. J. Parallel Distributed Comput. 190: 104898 (2024) - [j82]Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot:
Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification. Medical Image Anal. 96: 103203 (2024) - [j81]Muhammad Shafay, Abdelfatah Hassan Ahmed, Taimur Hassan, Jorge Dias, Naoufel Werghi:
Programmable broad learning system for baggage threat recognition. Multim. Tools Appl. 83(6): 16179-16196 (2024) - [j80]Taimur Hassan, Bilal Hassan, Muhammad Owais, Divya Velayudhan, Jorge Dias, Mohammed Ghazal, Naoufel Werghi:
Incremental convolutional transformer for baggage threat detection. Pattern Recognit. 153: 110493 (2024) - [j79]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Neha Gour, Muhammad Owais, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning. IEEE Trans. Ind. Informatics 20(4): 6563-6572 (2024) - [j78]Taimur Hassan, Zhu Li, Sajid Javed, Jorge Dias, Naoufel Werghi:
Neural Graph Refinement for Robust Recognition of Nuclei Communities in Histopathological Landscape. IEEE Trans. Image Process. 33: 241-256 (2024) - [j77]Taslim Mahbub, Ahmad Obeid, Sajid Javed, Jorge Dias, Taimur Hassan, Naoufel Werghi:
Center-Focused Affinity Loss for Class Imbalance Histology Image Classification. IEEE J. Biomed. Health Informatics 28(2): 952-963 (2024) - 2023
- [j76]Mohamad Alansari, Oussama Abdul Hay, Sajid Javed, Abdulhadi Shoufan, Yahya H. Zweiri, Naoufel Werghi:
GhostFaceNets: Lightweight Face Recognition Model From Cheap Operations. IEEE Access 11: 35429-35446 (2023) - [j75]Karthika Ganesan, A. Chilambuchelvan, Iyyakutti Iyappan Ganapathi, Sajid Javed, Naoufel Werghi:
Multimodal hybrid features in 3D ear recognition. Appl. Intell. 53(10): 11618-11635 (2023) - [j74]Neha Gour, Taimur Hassan, Muhammad Owais, Iyyakutti Iyappan Ganapathi, Pritee Khanna, Mohamed L. Seghier, Naoufel Werghi:
Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals. Brain Informatics 10(1): 25 (2023) - [j73]Ramsha Ahmed, Aamna Al Shehhi, Bilal Hassan, Naoufel Werghi, Mohamed L. Seghier:
An appraisal of the performance of AI tools for chronic stroke lesion segmentation. Comput. Biol. Medicine 164: 107302 (2023) - [j72]Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Uttam Sharma, Pradeep Tomar, Muhammad Owais, Naoufel Werghi:
RHEMAT: Robust human ear based multimodal authentication technique. Comput. Secur. 132: 103356 (2023) - [j71]Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi:
Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey. ACM Comput. Surv. 55(8): 165:1-165:38 (2023) - [j70]Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Surya Prakash, Ngoc-Son Vu, Naoufel Werghi:
A Survey of 3D Ear Recognition Techniques. ACM Comput. Surv. 55(10): 204:1-204:36 (2023) - [j69]Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Ali Bou Nassif, Naoufel Werghi:
Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG. Expert Syst. Appl. 224: 119871 (2023) - [j68]Taimur Hassan, Zhu Li, Muhammad Usman Akram, Irfan Hussain, Kinda Khalaf, Naoufel Werghi:
Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy. Inf. Fusion 92: 404-419 (2023) - [j67]Abdelfatah Hassan Ahmed, Mohamed Bader, Ismail Shahin, Ali Bou Nassif, Naoufel Werghi, Mohammad Basel:
Arabic Mispronunciation Recognition System Using LSTM Network. Inf. 14(7): 413 (2023) - [j66]Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi:
Unsupervised anomaly instance segmentation for baggage threat recognition. J. Ambient Intell. Humaniz. Comput. 14(3): 1607-1618 (2023) - [j65]Ahsan Baidar Bakht, Sajid Javed, Syed Qasim Gilani, Hamad Karki, Muhammad Muneeb, Naoufel Werghi:
DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs. J. Digit. Imaging 36(4): 1653-1662 (2023) - [j64]Muhammad Zubair, Muhammad Umair, Rizwan Ali Naqvi, Dildar Hussain, Muhammad Owais, Naoufel Werghi:
A comprehensive computer-aided system for an early-stage diagnosis and classification of diabetic macular edema. J. King Saud Univ. Comput. Inf. Sci. 35(8): 101719 (2023) - [j63]Taimur Hassan, Samet Akcay, Bilal Hassan, Mohammed Bennamoun, Salman H. Khan, Jorge Dias, Naoufel Werghi:
Cascaded structure tensor for robust baggage threat detection. Neural Comput. Appl. 35(15): 11269-11285 (2023) - [j62]Xiaoxiong Zhang, Adarsh Ghimire, Sajid Javed, Jorge Dias, Naoufel Werghi:
Robot-Person Tracking in Uniform Appearance Scenarios: A New Dataset and Challenges. IEEE Trans. Hum. Mach. Syst. 53(3): 549-559 (2023) - [j61]Bilal Hassan, Taimur Hassan, Ramsha Ahmed, Naoufel Werghi, Jorge Dias:
SIPFormer: Segmentation of Multiocular Biometric Traits With Transformers. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j60]Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi:
Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision. IEEE J. Biomed. Health Informatics 27(4): 2037-2046 (2023) - 2022
- [j59]Sajid Javed, Arif Mahmood, Ihsan Ullah, Thierry Bouwmans, Majid Khonji, Jorge Manuel Miranda Dias, Naoufel Werghi:
A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking. IEEE Access 10: 24690-24703 (2022) - [j58]Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi:
Multi-level feature fusion for nucleus detection in histology images using correlation filters. Comput. Biol. Medicine 143: 105281 (2022) - [j57]Taimur Hassan, Muhammad Shafay, Bilal Hassan, Muhammad Usman Akram, Ayman Elbaz, Naoufel Werghi:
Knowledge distillation driven instance segmentation for grading prostate cancer. Comput. Biol. Medicine 150: 106124 (2022) - [j56]Iyyakutti Iyappan Ganapathi, Sajid Javed, Syed Sadaf Ali, Arif Mahmood, Ngoc-Son Vu, Naoufel Werghi:
Learning to localize image forgery using end-to-end attention network. Neurocomputing 512: 25-39 (2022) - [j55]Ruba Alkadi, Osama Abdullah, Naoufel Werghi:
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 35(3): 678-691 (2022) - [j54]Ahmad Obeid, Ibrahim M. Elfadel, Naoufel Werghi:
Unsupervised Land-Cover Segmentation Using Accelerated Balanced Deep Embedded Clustering. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j53]Taimur Hassan, Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot:
Nucleus classification in histology images using message passing network. Medical Image Anal. 79: 102480 (2022) - [j52]Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Tensor pooling-driven instance segmentation framework for baggage threat recognition. Neural Comput. Appl. 34(2): 1239-1250 (2022) - [j51]Asad Mansoor Khan, Taimur Hassan, Muhammad Usman Akram, Norah Saleh Alghamdi, Naoufel Werghi:
Continual Learning Objective for Analyzing Complex Knowledge Representations. Sensors 22(4): 1667 (2022) - [j50]Sajid Javed, Arif Mahmood, Jorge Dias, Lakmal D. Seneviratne, Naoufel Werghi:
Hierarchical Spatiotemporal Graph Regularized Discriminative Correlation Filter for Visual Object Tracking. IEEE Trans. Cybern. 52(11): 12259-12274 (2022) - [j49]Syed Sadaf Ali, Vivek Singh Baghel, Iyyakutti Iyappan Ganapathi, Surya Prakash, Ngoc-Son Vu, Naoufel Werghi:
A Novel Technique for Fingerprint Based Secure User Authentication. IEEE Trans. Emerg. Top. Comput. 10(4): 1918-1931 (2022) - [j48]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. IEEE Trans. Syst. Man Cybern. Syst. 52(11): 6937-6951 (2022) - 2021
- [j47]Shibani Hamsa, Youssef Iraqi, Ismail Shahin, Naoufel Werghi:
An Enhanced Emotion Recognition Algorithm Using Pitch Correlogram, Deep Sparse Matrix Representation and Random Forest Classifier. IEEE Access 9: 87995-88010 (2021) - [j46]Xiaoxiong Zhang, Sajid Javed, Jorge Dias, Naoufel Werghi:
Person Gender Classification on RGB-D Data With Self-Joint Attention. IEEE Access 9: 166303-166313 (2021) - [j45]Bilal Hassan, Shiyin Qin, Taimur Hassan, Muhammad Usman Akram, Ramsha Ahmed, Naoufel Werghi:
CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans. Biomed. Signal Process. Control. 70: 103030 (2021) - [j44]Bilal Hassan, Shiyin Qin, Ramsha Ahmed, Taimur Hassan, Abdel Hakeem Taguri, Shahrukh Hashmi, Naoufel Werghi:
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 136: 104727 (2021) - [j43]Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi, Nasir M. Rajpoot:
Spatially Constrained Context-Aware Hierarchical Deep Correlation Filters for Nucleus Detection in Histology Images. Medical Image Anal. 72: 102104 (2021) - [j42]Claudio Tortorici, Naoufel Werghi, Stefano Berretti:
Representing and analyzing relief patterns using LBP variants on mesh manifold. Pattern Anal. Appl. 24(2): 557-573 (2021) - [j41]Claudio Tortorici, Stefano Berretti, Ahmad Obeid, Naoufel Werghi:
Convolution operations for relief-pattern retrieval, segmentation and classification on mesh manifolds. Pattern Recognit. Lett. 142: 32-38 (2021) - [j40]Fatma Outay, Bilal Taha, Hazar Chaabani, Faouzi Kamoun, Naoufel Werghi, Ansar-Ul-Haque Yasar:
Estimating ambient visibility in the presence of fog: a deep convolutional neural network approach. Pers. Ubiquitous Comput. 25(1): 51-62 (2021) - [j39]Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi:
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression. IEEE Trans. Biomed. Eng. 68(7): 2140-2151 (2021) - [j38]Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi:
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning. IEEE Trans. Instrum. Meas. 70: 1-14 (2021) - [j37]Bilal Hassan, Shiyin Qin, Taimur Hassan, Ramsha Ahmed, Naoufel Werghi:
Joint Segmentation and Quantification of Chorioretinal Biomarkers in Optical Coherence Tomography Scans: A Deep Learning Approach. IEEE Trans. Instrum. Meas. 70: 1-17 (2021) - [j36]Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi, Muhammad Noman Nazir:
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 25(1): 108-120 (2021) - [j35]Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker:
Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. IEEE J. Biomed. Health Informatics 25(3): 746-754 (2021) - 2020
- [j34]Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Naoufel Werghi:
Emotion Recognition From Speech Using Wavelet Packet Transform Cochlear Filter Bank and Random Forest Classifier. IEEE Access 8: 96994-97006 (2020) - [j33]Claudio Tortorici, Mohamed Kamel Riahi, Stefano Berretti, Naoufel Werghi:
CSIOR: Circle-Surface Intersection Ordered Resampling. Comput. Aided Geom. Des. 79: 101837 (2020) - [j32]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:
SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs. Comput. Graph. 91: 199-218 (2020) - [j31]Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi:
Statistical 3D watermarking algorithm using non negative matrix factorization. Multim. Tools Appl. 79(35-36): 25889-25904 (2020) - [j30]Taimur Hassan, Muhammad Shafay, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Meta-Transfer Learning Driven Tensor-Shot Detector for the Autonomous Localization and Recognition of Concealed Baggage Threats. Sensors 20(22): 6450 (2020) - [j29]Bilal Taha, Munawar Hayat, Stefano Berretti, Dimitrios Hatzinakos, Naoufel Werghi:
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. IEEE Trans. Circuits Syst. Video Technol. 30(9): 2900-2916 (2020) - [j28]Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi:
Robust Structural Low-Rank Tracking. IEEE Trans. Image Process. 29: 4390-4405 (2020) - [j27]Sajid Javed, Arif Mahmood, Naoufel Werghi, Ksenija Benes, Nasir M. Rajpoot:
Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping. IEEE Trans. Image Process. 29: 9204-9219 (2020) - 2019
- [j26]Esra Alhadhrami, Maha Al-Mufti, Bilal Taha, Naoufel Werghi:
Learned Micro-Doppler Representations for Targets Classification Based on Spectrogram Images. IEEE Access 7: 139377-139387 (2019) - [j25]Ruba Alkadi, Fatma Taher, Ayman El-Baz, Naoufel Werghi:
A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images. J. Digit. Imaging 32(5): 793-807 (2019) - 2018
- [j24]Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi:
3D mesh watermarking using salient points. Multim. Tools Appl. 77(24): 32287-32309 (2018) - 2017
- [j23]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:
A comprehensive non-invasive framework for diagnosing prostate cancer. Comput. Biol. Medicine 81: 148-158 (2017) - 2016
- [j22]Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo:
Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh. IEEE Trans. Inf. Forensics Secur. 11(5): 964-979 (2016) - 2015
- [j21]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Computer Aided Diagnosis System for Early Lung Cancer Detection. Algorithms 8(4): 1088-1110 (2015) - [j20]Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo:
Local binary patterns on triangular meshes: Concept and applications. Comput. Vis. Image Underst. 139: 161-177 (2015) - [j19]Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo:
The Mesh-LBP: A Framework for Extracting Local Binary Patterns From Discrete Manifolds. IEEE Trans. Image Process. 24(1): 220-235 (2015) - 2014
- [j18]Aruna Vivekanand, Naoufel Werghi, Hussain Al-Ahmad:
Multiscale Roughness Approach for Assessing Posterior Capsule Opacification. IEEE J. Biomed. Health Informatics 18(6): 1923-1931 (2014) - [j17]Stefano Berretti, Naoufel Werghi, Alberto Del Bimbo, Pietro Pala:
Selecting stable keypoints and local descriptors for person identification using 3D face scans. Vis. Comput. 30(11): 1275-1292 (2014) - 2013
- [j16]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad, Christian Donner:
Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis. Algorithms 6(3): 512-531 (2013) - [j15]Stefano Berretti, Naoufel Werghi, Alberto Del Bimbo, Pietro Pala:
Matching 3D face scans using interest points and local histogram descriptors. Comput. Graph. 37(5): 509-525 (2013) - [j14]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Automatic Sputum Color Image Segmentation for Lung Cancer Diagnosis. KSII Trans. Internet Inf. Syst. 7(1): 68-80 (2013) - 2012
- [j13]Naoufel Werghi, Mohamed Rahayem, Johan Kjellander:
An ordered topological representation of 3D triangular mesh facial surface: Concept and applications. EURASIP J. Adv. Signal Process. 2012: 144 (2012) - 2010
- [j12]Naoufel Werghi, Faouzi Kamoun:
A decision-tree-based system for student academic advising and planning in information systems programmes. Int. J. Bus. Inf. Syst. 5(1): 1-18 (2010) - [j11]Faouzi Kamoun, Naoufel Werghi, Mohammed Al Blushi:
GENIMS - a user-centric and GIS-enabled incident management system. Int. J. Inf. Commun. Technol. 2(3): 167-185 (2010) - [j10]Naoufel Werghi, Rachid Sammouda, Fatma AlKirbi:
An unsupervised learning approach based on a Hopfield-like network for assessing posterior capsule opacification. Pattern Anal. Appl. 13(4): 383-396 (2010) - 2007
- [j9]Naoufel Werghi, Yijun Xiao, Paul Siebert:
Labelling of Three Dimensional Human Body Scans: a Topological Approach. Int. J. Image Graph. 7(2): 255-272 (2007) - [j8]Naoufel Werghi:
A Geometric Distribution-Based Approach for Aligning 3D Digital Object Models. Int. J. Comput. Their Appl. 14(4): 223-231 (2007) - [j7]Naoufel Werghi:
Segmentation and Modeling of Full Human Body Shape From 3-D Scan Data: A Survey. IEEE Trans. Syst. Man Cybern. Part C 37(6): 1122-1136 (2007) - 2006
- [j6]Naoufel Werghi:
A robust approach for constructing a graph representation of articulated and tubular-like objects from 3D scattered data. Pattern Recognit. Lett. 27(6): 643-651 (2006) - [j5]Naoufel Werghi, Yijun Xiao, J. Paul Siebert:
A functional-based segmentation of human body scans in arbitrary postures. IEEE Trans. Syst. Man Cybern. Part B 36(1): 153-165 (2006) - 2005
- [j4]Naoufel Werghi:
A discriminative 3D wavelet-based descriptors: Application to the recognition of human body postures. Pattern Recognit. Lett. 26(5): 663-677 (2005) - 2002
- [j3]Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson:
Shape Reconstruction Incorporating Multiple Nonlinear Geometric Constraints. Constraints An Int. J. 7(2): 117-149 (2002) - 2000
- [j2]Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson:
Faithful Recovering of Quadric Surfaces from 3D Range Data by Global Fitting. Int. J. Shape Model. 6(1): 65-78 (2000) - 1999
- [j1]Naoufel Werghi, Robert B. Fisher, Craig Robertson, Anthony Ashbrook:
Object reconstruction by incorporating geometric constraints in reverse engineering. Comput. Aided Des. 31(6): 363-399 (1999)
Conference and Workshop Papers
- 2024
- [c130]Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi:
3D-TexSeg: Unsupervised Segmentation of 3D Texture Using Mutual Transformer Learning. 3DV 2024: 506-515 - [c129]Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun:
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CVPR 2024: 11450-11459 - [c128]Tamam Alsarhan, Syed Sadaf Ali, Ayoub Alsarhan, Iyyakutti Iyappan Ganapathi, Naoufel Werghi:
Human Action Recognition with Multi-Level Granularity and Pair-Wise Hyper GCN. FG 2024: 1-10 - [c127]Israa Fahmy, Taimur Hassan, Irfan Hussain, Naoufel Werghi, Lakmal D. Seneviratne:
HapticFormers: Utilizing Transformers for Avocado Maturity Grading through Vision-based Tactile Assessment. HAPTICS 2024: 347-352 - [c126]Mohammed B. Mohiuddin, Oussama Abdul Hay, Ahmad Abubakar, Mubarak Yakubu, Naoufel Werghi:
UAV-Assisted Logo Inspection: Deep Learning Techniques for Real- Time Detection and Classification of Distorted Logos. ICRCA 2024: 428-432 - [c125]Mohamad Alansari, Hamad AlRemeithi, Bilal Hassan, Sara Alansari, Jorge Dias, Majid Khonji, Naoufel Werghi, Sajid Javed:
Vision-Perceptual Transformer Network for Semantic Scene Understanding. VISIGRAPP (3): VISAPP 2024: 325-332 - 2023
- [c124]Abdelfatah Hassan Ahmed, Mohamad Alansari, Khaled Alnuaimi, Divya Velayudhan, Taimur Hassan, Naoufel Werghi:
Detection Transformer Framework for Recognition of Heavily Occluded Suspicious Objects. CIVEMSA 2023: 1-6 - [c123]Ammara Nasim, Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Samet Akcay, Muhammad Usman Akram, Naoufel Werghi:
Incremental Instance Segmentation for Cluttered Baggage Threat Detection. CIVEMSA 2023: 1-6 - [c122]Hina Raja, Taimur Hassan, Bilal Hassan, Naoufel Werghi, Hira Raja, Siamak Yousefi:
Contrastive Learning Driven Self-Supervised Framework for Segmentation of Biomarker of Diabetic Macular Edema. CIVEMSA 2023: 1-6 - [c121]Amit Bhati, Karan Choudhary, Samir Jain, Neha Gour, Pritee Khanna, Aparajita Ojha, Naoufel Werghi:
A Lightweight UNet with Inverted Residual Blocks for Diabetic Retinopathy Lesion Segmentation. CVIP (2) 2023: 57-66 - [c120]Nadya Abdel Madjid, Arjun Sharma, Bilal Hassan, Naoufel Werghi, Jorge Dias, Majid Khonji:
Multi-Target Tracker for Low Light Vision. ICAR 2023: 252-257 - [c119]Muaz Al Radi, Said Boumaraf, Hamad Karki, Jorge Dias, Naoufel Werghi, Sajid Javed:
Vision-Based Analytics of Flare Stacks Using Deep Learning Detection. ICAR 2023: 467-472 - [c118]Ahmed Elshamy, Mohamad Alansari, Ahmed Abughali, Esrat Khan, Islam Mohamed Zaid, Naoufel Werghi:
Uniform Appearance People and Crowd Monitoring Using Drones. ICAR 2023: 492-498 - [c117]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:
The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias. IJCB 2023: 1-10 - [c116]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:
EFaR 2023: Efficient Face Recognition Competition. IJCB 2023: 1-12 - [c115]Muhammad Owais, Taimur Hassan, Neha Gour, Iyyakutti Iyappan Ganapathi, Naoufel Werghi:
Strengthening Deep Learning Model for Robust Screening of Volumetric Chest Radiographic Scans. ICIP 2023: 1545-1549 - [c114]Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Muhammad Owais, Neha Gour, Sajid Javed, Naoufel Werghi:
Facet-Level Segmentation of 3d Textures on Cultural Heritage Objects. ICIP 2023: 3035-3039 - [c113]Amit Bhati, Samir Jain, Neha Gour, Pritee Khanna, Aparajita Ojha, Naoufel Werghi:
A Shallow U-Net with Split-Fused Attention Mechanism for Retinal Vessel Segmentation. ICIP 2023: 3205-3209 - [c112]Taimur Hassan, Moshira Abdalla, Hina Raja, Muhammad Owais, Naoufel Werghi:
Robust Nucleus Classification with Iterative Graph Representational Learning. ICIP 2023: 3414-3418 - [c111]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Context-Aware Transformers for Weakly Supervised Baggage Threat Localization. ICIP 2023: 3538-3542 - [c110]Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Highly Imbalanced Baggage Threat Classification. ICMLC 2023: 121-126 - [c109]Muaz Al Radi, Pengfei Li, Hamad Karki, Naoufel Werghi, Sajid Javed, Jorge Dias:
Multi-view Inspection of Flare Stacks Operation Using a Vision-controlled Autonomous UAV. IECON 2023: 1-6 - 2022
- [c108]Basit Alawode, Yuhang Guo, Mehnaz Ummar, Naoufel Werghi, Jorge Dias, Ajmal Mian, Sajid Javed:
UTB180: A High-Quality Benchmark for Underwater Tracking. ACCV (5) 2022: 442-458 - [c107]Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias:
Underwater Image Enhancement Using Pre-trained Transformer. ICIAP (3) 2022: 480-488 - [c106]Abdelfatah Hassan Ahmed, Ahmad Obeid, Divya Velayudhan, Taimur Hassan, Ernesto Damiani, Naoufel Werghi:
Balanced Affinity Loss for Highly Imbalanced Baggage Threat Contour-Driven Instance Segmentation. ICIP 2022: 981-985 - [c105]Iyyakutti Iyappan Ganapathi, Sajid Javed, Taimur Hassan, Naoufel Werghi:
Detecting 3D Texture on Cultural Heritage Artifacts. ICPR Workshops (3) 2022: 3-14 - [c104]Taslim Mahbub, Ahmad Obeid, Sajid Javed, Jorge Dias, Naoufel Werghi:
Class-Balanced Affinity Loss for Highly Imbalanced Tissue Classification in Computational Pathology. ICPR Workshops (1) 2022: 499-513 - [c103]Divya Velayudhan, Adarsh Ghimire, Jorge Dias, Naoufel Werghi, Sajid Javed:
Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach. ICPR Workshops (3) 2022: 504-515 - [c102]Muaz Al Radi, Hamad Karki, Naoufel Werghi, Sajid Javed, Jorge Dias:
Vision-based Inspection of Flare Stacks Operation Using a Visual Servoing Controlled Autonomous Unmanned Aerial Vehicle (UAV). IECON 2022: 1-6 - [c101]Ahmad Obeid, Taslim Mahbub, Sajid Javed, Jorge Dias, Naoufel Werghi:
NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology Images. CMMCA@MICCAI 2022: 47-57 - [c100]Saleh O. Edhah, Abeer Awadallah, Mayar Madboly, Hamdihun Dawed, Naoufel Werghi:
Image Classification and Text Identification in Inspecting Military Aircrafts Logos: Application of Convolutional Neural Network. ROSE 2022: 1-6 - [c99]Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi:
Transformers for Imbalanced Baggage Threat Recognition. ROSE 2022: 1-7 - 2021
- [c98]Syed Sadaf Ali, Vivek Singh Baghel, Iyyakutti Iyappan Ganapathi, Surya Prakash, Ngoc-Son Vu, Naoufel Werghi:
Toe Prints: An Application Study for Biometric Verification in Adults. CVPR Workshops 2021: 1418-1424 - [c97]Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans:
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. ICCVW 2021: 225-233 - [c96]Ahsan Baidar Bakht, Sajid Javed, Hasan Almarzouqi, Ahsan Khandoker, Naoufel Werghi:
Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional Network. ISBI 2021: 1306-1309 - [c95]Muhammad Shafay, Taimur Hassan, Ernesto Damiani, Naoufel Werghi:
Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats. SMC 2021: 232-237 - 2020
- [c94]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:
SHREC 2020 Track: River Gravel Characterization. 3DOR 2020: 27-35 - [c93]Taimur Hassan, Naoufel Werghi:
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. ACCV (6) 2020: 257-273 - [c92]Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi:
Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions. BIBE 2020: 577-581 - [c91]Claudio Tortorici, Naoufel Werghi, Stefano Berretti:
Extracting Ordered Iso-Geodesic Points on the Mesh. STAG 2020: 113-117 - [c90]Mohanad Alkhodari, Herbert F. Jelinek, Naoufel Werghi, Leontios J. Hadjileontiadis, Ahsan H. Khandoker:
Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction. EMBC 2020: 714-717 - [c89]Sajid Javed, Xiaoxiong Zhang, Lakmal D. Seneviratne, Jorge Dias, Naoufel Werghi:
Deep Bidirectional Correlation Filters for Visual Object Tracking. FUSION 2020: 1-8 - [c88]Mohammad Moussa Madine, Islem Rekik, Naoufel Werghi:
Diagnosing Autism Using T1-W MRI With Multi-Kernel Learning and Hypergraph Neural Network. ICIP 2020: 438-442 - [c87]Xiaoxiong Zhang, Sajid Javed, Ahmad Obeid, Jorge Dias, Naoufel Werghi:
Gender Recognition on RGB-D Image. ICIP 2020: 1836-1840 - [c86]Taimur Hassan, Meriem Bettayeb, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Naoufel Werghi:
Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach. ICIP 2020: 2016-2020 - [c85]Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Naoufel Werghi, Arif Mahmood:
Localizing Firearm Carriers By Identifying Human-Object Pairs. ICIP 2020: 2031-2035 - [c84]Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi:
Fused Geometry Augmented Images For Analyzing Textured Mesh. ICIP 2020: 2651-2655 - [c83]Claudio Tortorici, Naoufel Werghi, Stefano Berretti:
CSIOR: An Algorithm For Ordered Triangular Mesh Regularization. ICIP 2020: 2696-2700 - [c82]Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi:
CS-RPCA: Clustered Sparse RPCA for Moving Object Detection. ICIP 2020: 3209-3213 - [c81]Abdel Gafoor Haddad, Muhammad Ahmed Humais, Naoufel Werghi, Abdulhadi Shoufan:
Long-Range Visual UAV Detection and Tracking System with Threat Level Assessment. IECON 2020: 638-643 - [c80]Sajid Javed, Xiao Zhang, Jorge Dias, Lakmal D. Seneviratne, Naoufel Werghi:
Spatial Graph Regularized Correlation Filters for Visual Object Tracking. SoCPaR 2020: 186-195 - [c79]Shibani Hamsa, Youssef Iraqi, Ismail Shahin, Naoufel Werghi:
Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications. SoCPaR 2020: 395-403 - [c78]Ahsan Baidar Bakht, Sajid Javed, Roberto Dina, Hasan Almarzouqi, Ahsan Khandoker, Naoufel Werghi:
Thyroid Nodule Cell Classification in Cytology Images Using Transfer Learning Approach. SoCPaR 2020: 539-549 - [c77]Muhammad Shafay, Taimur Hassan, Divya Velayudhan, Ernesto Damiani, Naoufel Werghi:
Deep Fusion Driven Semantic Segmentation for the Automatic Recognition of Concealed Contraband Items. SoCPaR 2020: 550-559 - 2019
- [c76]Mohammad Moussa Madine, Ammar Battah, Aaminah Khan, Naoufel Werghi:
Detecting Drivers Smartphone: A Learned Features Approach using Aggregated Scalogram Images. AICCSA 2019: 1-5 - [c75]Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi:
Structural Low-Rank Tracking. AVSS 2019: 1-8 - [c74]Claudio Tortorici, Denis Vreshtazi, Stefano Berretti, Naoufel Werghi:
Relief Pattern Segmentation Using 2D-Grid Patches on a Locally Ordered Mesh Manifold. STAG 2019: 109-110 - [c73]Sajid Javed, Arif Mahmood, Naoufel Werghi, Nasir M. Rajpoot:
Deep Multiresolution Cellular Communities for Semantic Segmentation of Multi-Gigapixel Histology Images. ICCV Workshops 2019: 342-351 - [c72]Sajid Javed, Jorge Dias, Naoufel Werghi:
Low-Rank Tensor Tracking. ICCV Workshops 2019: 605-614 - [c71]Claudio Tortorici, Naoufel Werghi, Stefano Berretti:
Extending LBP and Convolution-Like Operations on the Mesh. ICIP 2019: 4479-4483 - [c70]Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi:
Fused Geometry Augmented Images for Analyzing Textured Mesh. ICSM 2019: 3-12 - [c69]Claudio Tortorici, Mohamed Kamel Riahi, Stefano Berretti, Naoufel Werghi:
CSIOR: An Ordered Structured Resampling of Mesh Surfaces. ICSM 2019: 28-41 - 2018
- [c68]Elia Moscoso Thompson, Claudio Tortorici, Naoufel Werghi, Stefano Berretti, Santiago Velasco-Forero, Silvia Biasotti:
Retrieval of Gray Patterns Depicted on 3D Models. 3DOR@Eurographics 2018: 63-69 - [c67]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:
Recognition of Geometric Patterns Over 3D Models. 3DOR@Eurographics 2018: 71-77 - [c66]Claudio Tortorici, Naoufel Werghi, Stefano Berretti:
Performing Image-like Convolution on Triangular Meshes. 3DOR@Eurographics 2018: 111-114 - [c65]Ruba Alkadi, Ayman El-Baz, Fatma Taher, Naoufel Werghi:
A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging. ECCV Workshops (4) 2018: 734-739 - [c64]Hazar Chaabani, Naoufel Werghi, Faouzi Kamoun, Bilal Taha, Fatma Outay, Ansar-Ul-Haque Yasar:
Estimating meteorological visibility range under foggy weather conditions: A deep learning approach. EUSPN/ICTH 2018: 478-483 - [c63]Buti Al Delail, Harish Bhaskar, M. Jamal Zemerly, Naoufel Werghi:
Balancing Incident and Ambient Light for Illumination Compensation in Video Applications. ICIP 2018: 1762-1766 - 2017
- [c62]Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke:
Joint Registration and Representation Learning for Unconstrained Face Identification. CVPR 2017: 1551-1560 - [c61]Bilal Taha, Lilas Alrahis, Tasneem Assaf, Hani H. Saleh, Naoufel Werghi, Thanos Stouraitis:
Application-specific processor for local-binary-patterns generation. ICECS 2017: 466-469 - [c60]Bilal Taha, Jorge Dias, Naoufel Werghi:
Convolutional neural networkasa feature extractor for automatic polyp detection. ICIP 2017: 2060-2064 - [c59]Safa Salahat, Ahmed Soliman, Tim McGloughlin, Naoufel Werghi, Ayman El-Baz:
Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model. MIUA 2017: 219-228 - [c58]Bilal Taha, Jorge Dias, Naoufel Werghi:
Classification of Cervical-Cancer Using Pap-Smear Images: A Convolutional Neural Network Approach. MIUA 2017: 261-272 - 2016
- [c57]Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi:
Statistical robust watermarking for 3D mesh models based on salient points. ATSIP 2016: 52-56 - [c56]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:
Computer-aided diagnostic tool for early detection of prostate cancer. ICIP 2016: 2668-2672 - [c55]Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Marius George Linguraru, Naoufel Werghi:
3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection. ICIP 2016: 3204-3208 - [c54]Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad:
Enhancing automatic polyp detection accuracy using fusion techniques. MWSCAS 2016: 1-4 - [c53]Marwa Chendeb El Rai, Claudio Tortorici, Hassan Al-Muhairi, Naoufel Werghi, Marius George Linguraru:
Facial landmarks detection using 3D constrained local model on mesh manifold. MWSCAS 2016: 1-4 - [c52]Nassima Medimegh, Samir Belaid, Mohamed Atri, Naoufel Werghi:
A Novel Robust Statistical Watermarking of 3D Meshes. RFMI 2016: 27-38 - [c51]Claudio Tortorici, Naoufel Werghi:
Early Features Fusion over 3D Face for Face Recognition. RFMI 2016: 56-64 - [c50]Naoufel Werghi, Hassen Drira:
Towards a Methodology for Retrieving Suspects Using 3D Facial Descriptors. RFMI 2016: 84-94 - 2015
- [c49]Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo:
Computing Local Binary Patterns on Mesh Manifolds for 3D Texture Retrieval. 3DOR@Eurographics 2015: 91-94 - [c48]Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto Del Bimbo:
Representing 3D texture on mesh manifolds for retrieval and recognition applications. CVPR 2015: 2521-2530 - [c47]Marwa Chendeb, Claudio Tortorici, Hassan Al-Muhairi, Habiba AlSafar, Marius George Linguraru, Naoufel Werghi:
Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology. EMBC 2015: 169-172 - [c46]Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad:
Automatic polyp detection: A comparative study. EMBC 2015: 2669-2672 - [c45]Marwa Chendeb El Rai, Naoufel Werghi, Hassan Al-Muhairi, Habiba AlSafar:
Using facial images for the diagnosis of genetic syndromes: A survey. ICCSPA 2015: 1-6 - [c44]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Rule based classification of sputum images for early lung cancer detection. ICECS 2015: 29-32 - [c43]Claudio Tortorici, Naoufel Werghi, Stefano Berretti:
Boosting 3D LBP-based face recognition by fusing shape and texture descriptors on the mesh. ICIP 2015: 2670-2674 - [c42]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Computer aided diagnosis system for early lung cancer detection. IWSSIP 2015: 5-8 - 2014
- [c41]Qian Zhao, Naoufel Werghi, Kazunori Okada, Kenneth Rosenbaum, Marshall Summar, Marius George Linguraru:
Ensemble learning for the detection of facial dysmorphology. EMBC 2014: 754-757 - [c40]Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo:
Computing Local Binary Patterns on Discrete Manifolds. ICPR 2014: 2430-2435 - 2013
- [c39]Stefano Berretti, Naoufel Werghi, Alberto Del Bimbo, Pietro Pala:
Geometric Histograms of 3D Keypoints for Face Identification with Missing Parts. 3DOR@Eurographics 2013: 57-64 - [c38]Naoufel Werghi, Nesrine Bnouni, Sami Gazzah:
3D face matching using structured ordered facial patterns. SSD 2013: 1-6 - [c37]Naoufel Werghi, Nassima Medimegh, Sami Gazzah:
Data embedding of 3D triangular mesh models using ordered ring facets. SSD 2013: 1-6 - [c36]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Segmentation of sputum color image for lung cancer diagnosis based on mean shift algorithm. AFRICON 2013: 1-6 - [c35]Sultan Al-Shehhi, Mohammed Al-Muhairi, Dalia Abuoeida, Hussain Al-Ahmed, Naoufel Werghi, Alavi Kunhu:
Robust and Fragile Watermarking Scheme Based on DCT and Hash Function for Color Satellite Images. DeSE 2013: 253-258 - [c34]Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala:
The Mesh-LBP: Computing Local Binary Patterns on Discrete Manifolds. ICCV Workshops 2013: 562-569 - [c33]Fatma Taher, Hussain Al-Ahmad, Naoufel Werghi:
Early detection of lung cancer based on sputum color image analysis. ICECS 2013: 62-63 - [c32]Aruna Vivekanand, Naoufel Werghi, Hussain Al-Ahmad:
Automated image assessment of posterior capsule opacification using Hölder exponents. ICECS 2013: 538-541 - [c31]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Comparison of Hopfield Neural Network and mean shift algorithm in segmenting sputum color images for lung Cancer Diagnosis. ICECS 2013: 649-652 - [c30]Naoufel Werghi, Stefano Berretti, Alberto Del Bimbo, Pietro Pala:
Local descriptors matching for 3D face recognition. ICIP 2013: 3710-3714 - 2012
- [c29]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Bayesian classification and artificial neural network methods for lung cancer early diagnosis. ICECS 2012: 773-776 - [c28]Naoufel Werghi, Christian Donner, Fatma Taher, Hussain Al-Ahmad:
Detection and segmentation of sputum cell for early lung cancer detection. ICIP 2012: 2813-2816 - [c27]Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad:
Sputum image detection and extraction for lung cancer early diagnosis. ISSPA 2012: 864-869 - 2011
- [c26]Naoufel Werghi, Mohamed K. Naqbi:
A novel surface pattern for 3D facial surface encoding and alignment. SMC 2011: 902-908 - [c25]Naoufel Werghi, Harish Bhaskar, Youssef Meguebli, Haykel Boukadida:
The Spiral Facets - A Unified Framework for the Analysis and Description of 3D Facial Mesh Surfaces. VISAPP 2011: 30-39 - [c24]Harish Bhaskar, Naoufel Werghi, Saeed Al-Mansoori:
Rectangular Empty Parking Space Detection using SIFT based Classification. VISAPP 2011: 214-220 - 2010
- [c23]Harish Bhaskar, Naoufel Werghi, Saeed Al-Mansoori:
Combined spatial and transform domain analysis for rectangle detection. FUSION 2010: 1-7 - [c22]Naoufel Werghi:
The 3D facial kernel: Application to facial surface spherical mapping and alignment. SMC 2010: 1777-1784 - 2009
- [c21]Naoufel Werghi:
Extracting Structured Topological Features from 3D Facial Surface: Approach and Applications. ICIAR 2009: 491-501 - 2007
- [c20]Naoufel Werghi, Rachid Sammouda, Fatma AlKirbi:
An Unsupervised Learning Approach Based on Hopfield-like Network for Assessing Posterior Capsule Opacification. MVA 2007: 416-419 - 2006
- [c19]Naoufel Werghi:
Segmentation and modelling of full human body shape from 3D scan data: A survey. VISAPP (1) 2006: 189-205 - 2004
- [c18]Bader Maktari, Naoufel Werghi, Zoheir Ezziane:
TM.AN: Commanding the Power of Collaborative Task Management. ICETE (1) 2004: 268-274 - [c17]Yijun Xiao, Paul Siebert, Naoufel Werghi:
Topological Segmentation of Discrete Human Body Shapes in Various Postures Based on Geodesic Distance. ICPR (3) 2004: 131-135 - 2003
- [c16]Yijun Xiao, Paul Siebert, Naoufel Werghi:
A Discrete Reeb Graph Approach for the Segmentation of Human Body Scans . 3DIM 2003: 378-385 - [c15]Yijun Xiao, Naoufel Werghi, Paul Siebert:
A topological approach for segmenting human body shape. ICIAP 2003: 82-87 - 2002
- [c14]Naoufel Werghi, Yijun Xiao:
Posture Recognition nd Segmentation from 3D Human Body Scans. 3DPVT 2002: 636-639 - [c13]Naoufel Werghi, Yijun Xiao:
Recognition of Human Body Posture from a Cloud of 3D Data Points using Wavelet Transform Coefficients. FGR 2002: 77-82 - [c12]Naoufel Werghi, Yijun Xiao:
Wavelet Moments for Recognizing Human Body Posture from 3D. ICPR (1) 2002: 319-322 - 1999
- [c11]Robert B. Fisher, Anthony Ashbrook, Craig Robertson, Naoufel Werghi:
A Low-Cost Range Finder Using a Visually Located, Structured Light Source. 3DIM 1999: 24-33 - [c10]Naoufel Werghi, Anthony Ashbrook, Robert B. Fisher, Craig Robertson:
Faithful Recovering of Quadric Surfaces from 3D Range Data. 3DIM 1999: 280-289 - [c9]Anthony Ashbrook, Robert B. Fisher, Naoufel Werghi, Craig Robertson:
Construction of Articulated Models from Range Data. BMVC 1999: 1-10 - [c8]Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson:
Improving Second-order Surface Estimation. BMVC 1999: 1-10 - [c7]Craig Robertson, Robert B. Fisher, Naoufel Werghi, Anthony Ashbrook:
An Evolutionary Approach to Fitting Constrained Degenrate Second Order Surfaces. EvoWorkshops 1999: 1-16 - 1998
- [c6]Naoufel Werghi, Robert B. Fisher, Craig Robertson, Anthony Ashbrook:
Modelling Objects having Quadric Surfaces Incorporating Geometric cCnstraints. ECCV (2) 1998: 185-201 - [c5]Anthony Ashbrook, Robert B. Fisher, Craig Robertson, Naoufel Werghi:
Finding Surface Correspondance for Object Recognition and Registration Using Pairwise Geometric Histograms. ECCV (2) 1998: 674-686 - [c4]Anthony Ashbrook, Robert B. Fisher, Naoufel Werghi, Craig Robertson:
Aligning Arbitrary Surfaces using Pairwise Geometric Histograms. NMBIA 1998: 103-108 - 1997
- [c3]Anthony Ashbrook, Robert B. Fisher, Craig Robertson, Naoufel Werghi:
Segmentation of Range Data into Rigid Subsets using Planar Surface Patches. BMVC 1997 - [c2]Naoufel Werghi, Robert B. Fisher, Anthony Ashbrook, Craig Robertson:
Improving model shape acquisition by incorporating geometric constraints. BMVC 1997 - 1996
- [c1]Naoufel Werghi, Christophe Doignon, Gabriel Abba:
Ellipse Fitting And Three-Dimensional Localization Of Objects Based On Elliptic Features. ICIP (1) 1996: 57-60
Informal and Other Publications
- 2024
- [i32]Pengfei Li, Zhibo Zhang, Ameena Saad Al Sumaiti, Naoufel Werghi, Chan Yeob Yeun:
A Robust Adversary Detection-Deactivation Method for Metaverse-oriented Collaborative Deep Learning. CoRR abs/2401.01895 (2024) - [i31]Mohamed Nagy, Naoufel Werghi, Bilal Hassan, Jorge Dias, Majid Khonji:
RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloud. CoRR abs/2405.11536 (2024) - [i30]Moshira Abdalla, Sajid Javed, Muaz Al Radi, Anwaar Ulhaq, Naoufel Werghi:
Video Anomaly Detection in 10 Years: A Survey and Outlook. CoRR abs/2405.19387 (2024) - [i29]Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun:
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CoRR abs/2406.05205 (2024) - 2023
- [i28]Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir M. Rajpoot:
Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification. CoRR abs/2305.02032 (2023) - [i27]Asim Khan, Taimur Hassan, Muhammad Shafay, Israa Fahmy, Naoufel Werghi, Lakmal D. Seneviratne, Irfan Hussain:
Convolutional Transformer for Autonomous Recognition and Grading of Tomatoes Under Various Lighting, Occlusion, and Ripeness Conditions. CoRR abs/2307.01530 (2023) - [i26]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:
EFaR 2023: Efficient Face Recognition Competition. CoRR abs/2308.04168 (2023) - [i25]Basit Alawode, Fayaz Ali Dharejo, Mehnaz Ummar, Yuhang Guo, Arif Mahmood, Naoufel Werghi, Fahad Shahbaz Khan, Jiri Matas, Sajid Javed:
Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement. CoRR abs/2308.15816 (2023) - [i24]Iyyakutti Iyappan Ganapathi, Fayaz Ali, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi:
3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning. CoRR abs/2311.10651 (2023) - [i23]Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa A. Abd-alrazaq, Siamak Yousefi, Naoufel Werghi:
A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions. CoRR abs/2311.13710 (2023) - 2022
- [i22]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. CoRR abs/2201.02560 (2022) - [i21]Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias:
Underwater Image Enhancement Using Pre-trained Transformer. CoRR abs/2204.04199 (2022) - [i20]Adarsh Ghimire, Naoufel Werghi, Sajid Javed, Jorge Dias:
Real-Time Face Recognition System. CoRR abs/2204.08978 (2022) - [i19]Adarsh Ghimire, Xiaoxiong Zhang, Naoufel Werghi, Sajid Javed, Jorge Dias:
Deep learning framework for robot for person detection and tracking. CoRR abs/2205.04213 (2022) - [i18]Adarsh Ghimire, Xiaoxiong Zhang, Sajid Javed, Jorge Dias, Naoufel Werghi:
Robot Person Following in Uniform Crowd Environment. CoRR abs/2205.10553 (2022) - [i17]Hala Ajmi, Fakhreddine Zayer, Amira Hadj Fredj, Belgacem Hamdi, Baker Mohammad, Naoufel Werghi, Jorge Dias:
Efficient and Lightweight In-memory Computing Architecture for Hardware Security. CoRR abs/2205.11895 (2022) - [i16]Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans:
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos. CoRR abs/2207.06440 (2022) - [i15]Zhibo Zhang, Omar Alremeithi, Maryam Almheiri, Marwa Albeshr, Xiaoxiong Zhang, Sajid Javed, Naoufel Werghi:
Person Monitoring by Full Body Tracking in Uniform Crowd Environment. CoRR abs/2209.01274 (2022) - [i14]Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Naoufel Werghi:
Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG. CoRR abs/2210.12701 (2022) - 2021
- [i13]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition. CoRR abs/2107.07333 (2021) - [i12]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition. CoRR abs/2108.09603 (2021) - [i11]Bilal Hassan, Taimur Hassan, Ramsha Ahmed, Shiyin Qin, Naoufel Werghi:
Automated segmentation and extraction of posterior eye segment using OCT scans. CoRR abs/2109.10000 (2021) - [i10]Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi:
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning. CoRR abs/2110.09319 (2021) - [i9]Muhammad Shafay, Taimur Hassan, Ernesto Damiani, Naoufel Werghi:
Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats. CoRR abs/2111.02651 (2021) - 2020
- [i8]Bilal Hassan, Ramsha Ahmed, Taimur Hassan, Naoufel Werghi:
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 abs/2003.00825 (2020) - [i7]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans. CoRR abs/2004.06780 (2020) - [i6]Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi:
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images. CoRR abs/2006.02662 (2020) - [i5]Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi:
Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. CoRR abs/2009.13158 (2020) - [i4]Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi:
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression. CoRR abs/2010.03872 (2020) - [i3]Taimur Hassan, Ayman El-Baz, Naoufel Werghi:
Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images. CoRR abs/2011.00527 (2020) - 2019
- [i2]Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi:
Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection. CoRR abs/1904.04297 (2019) - [i1]Taimur Hassan, Salman H. Khan, Samet Akcay, Mohammed Bennamoun, Naoufel Werghi:
Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs. CoRR abs/1912.04251 (2019)
Coauthor Index
Samet Akcay
aka: Samet Akçay
aka: Samet Akçay
M. Usman Akram
aka: Muhammad Usman Akram
aka: Muhammad Usman Akram
Jorge Dias 0001
aka: Jorge Manuel Miranda Dias
aka: Jorge Manuel Miranda Dias
[j90] [j89] [j86] [j81] [j80] [j79] [j78] [j77] [j74] [j71] [j68] [j66] [j63] [j61] [j57] [j53] [j52] [j51] [j48] [j45] [j44] [j39] [j38] [j37] [j36] [j30] [c127] [c124] [c123] [c122] [c115] [c112] [c111] [c110] [c106] [c105] [c99] [c95] [c93] [c92] [c86] [c77] [i27] [i23] [i22] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [i1]
[j91] [j90] [j84] [j82] [j78] [j77] [j76] [j75] [j65] [j62] [j60] [j59] [j58] [j56] [j53] [j50] [j46] [j43] [j28] [j27] [c130] [c129] [c125] [c119] [c117] [c116] [c114] [c109] [c108] [c107] [c105] [c104] [c103] [c102] [c101] [c97] [c96] [c89] [c87] [c82] [c80] [c78] [c75] [c73] [c72] [i30] [i29] [i28] [i26] [i25] [i24] [i21] [i20] [i19] [i18] [i16] [i15]
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