no code implementations • 22 Nov 2023 • Hina Raja, Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Hira Raja, Alaa A Abd-alrazaq, Siamak Yousefi, Naoufel Werghi
This paper provides a systematic survey of retinal diseases that cause visual impairments or blindness, emphasizing the importance of early detection for effective treatment.
no code implementations • 17 Nov 2023 • Iyyakutti Iyappan Ganapathi, Fayaz Ali, Sajid Javed, Syed Sadaf Ali, Naoufel Werghi
Analysis of the 3D Texture is indispensable for various tasks, such as retrieval, segmentation, classification, and inspection of sculptures, knitted fabrics, and biological tissues.
no code implementations • 21 Oct 2023 • Pengfei Li, Zhibo Zhang, Ameena S. Al-Sumaiti, Naoufel Werghi, Chan Yeob Yeun
Metaverse is trending to create a digital circumstance that can transfer the real world to an online platform supported by large quantities of real-time interactions.
1 code implementation • 30 Aug 2023 • Basit Alawode, Fayaz Ali Dharejo, Mehnaz Ummar, Yuhang Guo, Arif Mahmood, Naoufel Werghi, Fahad Shahbaz Khan, Jiri Matas, Sajid Javed
The method has resulted in a significant performance improvement, of up to 5. 0% AUC, of state-of-the-art (SOTA) visual trackers.
1 code implementation • 8 Aug 2023 • 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 Štruc, Fernando Alonso-Fernandez, Kevin Hernandez Diaz, Josef Bigun, 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
To drive further development of efficient face recognition models, the submitted solutions are ranked based on a weighted score of the achieved verification accuracies on a diverse set of benchmarks, as well as the deployability given by the number of floating-point operations and model size.
no code implementations • 4 Jul 2023 • Asim Khan, Taimur Hassan, Muhammad Shafay, Israa Fahmy, Naoufel Werghi, Lakmal Seneviratne, Irfan Hussain
In this paper, the authors propose a novel method for tomato maturity classification using a convolutional transformer.
no code implementations • 3 May 2023 • Sajid Javed, Arif Mahmood, Talha Qaiser, Naoufel Werghi, Nasir Rajpoot
There has been a surge of research in deep learning models for WSI classification with clinical applications such as cancer detection or prediction of molecular mutations from WSIs.
5 code implementations • IEEE Access 2023 • Mohamad Alansari, Oussama Abdul Hay, Sajid Javed, Abdulhadi Shoufan, Yahya Zweiri, Naoufel Werghi
The development of deep learning-based biometric models that can be deployed on devices with constrained memory and computational resources has proven to be a significant challenge.
Ranked #1 on Face Recognition on CFP-FF
no code implementations • 23 Oct 2022 • Shibani Hamsa, Ismail Shahin, Youssef Iraqi, Ernesto Damiani, Naoufel Werghi
Speech signals are subjected to more acoustic interference and emotional factors than other signals.
1 code implementation • 2 Sep 2022 • Zhibo Zhang, Omar Alremeithi, Maryam Almheiri, Marwa Albeshr, Xiaoxiong Zhang, Sajid Javed, Naoufel Werghi
The dataset was generated in four different scenarios where mainly the target was moving alongside the crowd, sometimes occluding with them, and other times the camera's view of the target is blocked by the crowd for a short period.
no code implementations • 13 Jul 2022 • Jhony H. Giraldo, Sajid Javed, Naoufel Werghi, Thierry Bouwmans
Moving Object Detection (MOD) is a fundamental step for many computer vision applications.
no code implementations • 21 May 2022 • Adarsh Ghimire, Xiaoxiong Zhang, Sajid Javed, Jorge Dias, Naoufel Werghi
We present a new robot person tracking system with a new RGB-D tracker, Deep Tracking with RGB-D (DTRD) that is resilient to tricky challenges introduced by the uniform crowd environment.
no code implementations • 19 Apr 2022 • Adarsh Ghimire, Naoufel Werghi, Sajid Javed, Jorge Dias
Over the past few decades, interest in algorithms for face recognition has been growing rapidly and has even surpassed human-level performance.
no code implementations • 8 Apr 2022 • Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias
The goal of this work is to apply a denoising image transformer to remove the distortion from underwater images and compare it with other similar approaches.
1 code implementation • 7 Jan 2022 • Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi
Screening cluttered and occluded contraband items from baggage X-ray scans is a cumbersome task even for the expert security staff.
no code implementations • 4 Nov 2021 • Muhammed Shafay, Taimur Hassan, Ernesto Damiani, Naoufel Werghi
Detection of illegal and threatening items in baggage is one of the utmost security concern nowadays.
1 code implementation • 18 Oct 2021 • Taimur Hassan, Bilal Hassan, Muhammad Usman Akram, Shahrukh Hashmi, Abdel Hakim Taguri, Naoufel Werghi
Retinopathy represents a group of retinal diseases that, if not treated timely, can cause severe visual impairments or even blindness.
no code implementations • 21 Sep 2021 • Bilal Hassan, Taimur Hassan, Ramsha Ahmed, Shiyin Qin, Naoufel Werghi
This paper proposes an automated method for the segmentation and extraction of the posterior segment of the human eye, including the vitreous, retina, choroid, and sclera compartments, using multi-vendor optical coherence tomography (OCT) scans.
1 code implementation • 22 Aug 2021 • Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi
Furthermore, to the best of our knowledge, this is the first contour instance segmentation framework that leverages multi-scale information to recognize cluttered and concealed contraband data from the colored and grayscale security X-ray imagery.
1 code implementation • 15 Jul 2021 • Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi
Identifying potential threats concealed within the baggage is of prime concern for the security staff.
1 code implementation • 1 Nov 2020 • Taimur Hassan, Bilal Hassan, Ayman El-Baz, Naoufel Werghi
Prostate cancer (PCa) is the second deadliest form of cancer in males, and it can be clinically graded by examining the structural representations of Gleason tissues.
1 code implementation • 8 Oct 2020 • Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
Significance: An RGC-aware system not only screens glaucoma but can also grade its severity and here we present an end-to-end solution that is thoroughly evaluated on a standardized dataset and is clinically validated for analyzing glaucomatous pathologies.
1 code implementation • 28 Sep 2020 • Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi
Detecting baggage threats is one of the most difficult tasks, even for expert officers.
no code implementations • 4 Jun 2020 • Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
Retinal lesions play a vital role in the accurate classification of retinal abnormalities.
no code implementations • 14 Apr 2020 • Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi
In the last two decades, baggage scanning has globally become one of the prime aviation security concerns.
no code implementations • 15 Feb 2020 • Bilal Hassan, Ramsha Ahmed, Taimur Hassan, Naoufel Werghi
In addition, the ocular traits among various biometric traits are preferably used in these recognition systems.
no code implementations • 9 Dec 2019 • Taimur Hassan, Salman H. Khan, Samet Akcay, Mohammed Bennamoun, Naoufel Werghi
In the last two decades, luggage scanning has globally become one of the prime aviation security concerns.
no code implementations • 8 Apr 2019 • Bilal Taha, Munawar Hayat, Stefano Berretti, Naoufel Werghi
Our approach defines an inverse mapping between different geometric descriptors computed on the mesh surface or its down-sampled version, and the corresponding 2D texture image of the mesh, allowing the construction of fused geometrically augmented images (FGAI).
no code implementations • CVPR 2017 • Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke
We validate the proposed scheme on template based unconstrained face identification.
no code implementations • CVPR 2015 • Naoufel Werghi, Claudio Tortorici, Stefano Berretti, Alberto del Bimbo
In this paper, we present and experiment a novel approach for representing texture of 3D mesh manifolds using local binary patterns (LBP).