Faouzi Alaya Cheikh

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 123

Top Venues

Publications

Congcong Wang, Meng Zhao, Chengguang Zhou, Nanqing Dong, Zohaib Amjad Khan, Xintong Zhao, Faouzi Alaya Cheikh, Azeddine Beghdadi, Shengyong Chen
Smoke veil prior regularized surgical field desmoking without paired in-vivo data. Comput. Biol. Medicine 168 (2024)
Adane Nega Tarekegn, Mohib Ullah, Faouzi Alaya Cheikh
Deep Learning for Multi-Label Learning: A Comprehensive Survey. CoRR (2024)
Hina Afridi, Mohib Ullah, Øyvind Nordbø, Anne Guro Larsgard, Faouzi Alaya Cheikh
CTL-NET: Deep Learning Network for Cattle Teat Length Trait Analysis. EUVIP (2023)
Adane Nega Tarekegn, Faouzi Alaya Cheikh, Muhammad Sajjad, Mohib Ullah
Towards Detecting Freezing of Gait Events Using Wearable Sensors and Genetic Programming. ICAISC (1) (2023)
Hina Afridi, Mohib Ullah, Øyvind Nordbø, Anne Guro Larsgard, Faouzi Alaya Cheikh
Leveraging Transfer Learning for Analyzing Cattle Front Teat Placement. IPTA (2023)
Adane Nega Tarekegn, Mohib Ullah, Faouzi Alaya Cheikh, Muhammad Sajjad
Enhancing Human Activity Recognition Through Sensor Fusion And Hybrid Deep Learning Model. ICASSP Workshops (2023)
Dakkar Borhen Eddine, Amine Bourki, Azeddine Beghdadi, Faouzi Alaya Cheikh
VStab-QuAD: A New Video-Stabilization Quality Assessment Database. EUVIP (2023)
Lars Halvor Anundskås, Hina Afridi, Adane Nega Tarekegn, Muhammad Mudassar Yamin, Mohib Ullah, Saira Yamin, Faouzi Alaya Cheikh
Glove-Ing Attention: A Multi-Modal Neural Learning Approach to Image Captioning. ICASSP Workshops (2023)
Taifour Yousra, Hina Afridi, Adane Nega Tarekegn, Mohib Ullah, Azeddine Beghdadi, Faouzi Alaya Cheikh
Self-supervised Animal Detection in Indoor Environment. IPTA (2023)
C. B. Dev Narayan, Fayaz Rahman, Mohib Ullah, Faouzi Alaya Cheikh, Ali Shariq Imran, Christopher Coello, Øyvind Nordbø, G. Santhosh Kumar, Madhu S. Nair
Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking. AIAI (1) (2023)
Ningyang Li, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah
S3AM++: Integrating Differential Strategy into Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Remote Sensing Image Classification. ICDIP (2023)
Muhammad Saeed, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh, Muhammad Sajjad
ViT based Covid-19 detection and classification from CXR images. Visualization and Data Analysis (2023)
Adane Nega Tarekegn, Faouzi Alaya Cheikh, Mohib Ullah, Erik Tobias Sollesnes, Cornelia Alexandru, Saeed Nourizadeh Azar, Erdeniz Erol, George Suciu
Underwater Object Detection using Image Enhancement and Deep Learning Models. EUVIP (2023)
Muhammad Irfan, Khan Muhammad, Muhammad Sajjad, Khalid Mahmood Malik, Faouzi Alaya Cheikh, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments. IEEE Internet Things J. 10 (4) (2023)
Muhammad Azhar, Mohib Ullah, Ali Shariq Imran, Muhammad Mudassar Yamin, Sher Muhammad Daudpota, Faouzi Alaya Cheikh
Cricket Shot Classification using Transformer. ISPA (2023)
Thinh Pham-Duc, Mohib Ullah, Muhammad Mudassar Yamin, Adane Nega Tarekegn, Azeddine Beghdadi, Faouzi Alaya Cheikh, Habib Ullah
Attention Guided Deep Neural Network for Animal Ear Tag Classification in Low-Resolution Images. FIT (2023)
Saif Hassan, Mohib Ullah, Ali Shariq Imran, Faouzi Alaya Cheikh
Attention-Guided Self-supervised Framework for Facial Emotion Recognition. PRICAI (3) (2023)
Hina Afridi, Mohib Ullah, Øyvind Nordbø, Anne Guro Larsgard, Faouzi Alaya Cheikh
Exploring Unseen Characteristics of Artificial Neural Networks for Improving Front Teat Placement Trait. FIT (2023)
Habib Khan, Mohib Ullah, Fadi Al Machot, Faouzi Alaya Cheikh, Muhammad Sajjad
Deep learning based speech emotion recognition for Parkinson patient. Image Processing: Algorithms and Systems (2023)
Ayman Beghdadi, Azeddine Beghdadi, Malik Mallem, Lotfi Beji, Faouzi Alaya Cheikh
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer Vision. EUVIP (2023)
Mohammed Bouzidi, Ahmed Amro, Yaser Dalveren, Faouzi Alaya Cheikh, Mohammad Omar Derawi
LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution. Sensors 23 (4) (2023)
Ayman Beghdadi, Azeddine Beghdadi, Malik Mallem, Lotfi Beji, Faouzi Alaya Cheikh
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer Vision. CoRR (2023)
Ningyang Li, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah
An Exploration on the Influence Factors of the Optimal Sample Width for Hyperspectral Remote Sensing Image Classification. IEEE Access 11 (2023)
Rabia Naseem, Akib Jayed Islam, Faouzi Alaya Cheikh, Azeddine Beghdadi
Contrast enhancement: Cross-modal learning approach for medical images. Image Processing: Algorithms and Systems (2022)
Mohib Ullah, Zolbayar Shagdar, Habib Ullah, Faouzi Alaya Cheikh
Semi-Supervised Principal Neighbourhood Aggregation Model For Sar Image Classification. SITIS (2022)
Muhammad Munsif, Mohib Ullah, Bilal Ahmad, Muhammad Sajjad, Faouzi Alaya Cheikh
Monitoring Neurological Disorder Patients via Deep Learning Based Facial Expressions Analysis. AIAI Workshops (2022)
Shanmugapriya Survarachakan, Pravda Jith Ray Prasad, Rabia Naseem, Javier Pérez de Frutos, Rahul Prasanna Kumar, Thomas Langø, Faouzi Alaya Cheikh, Ole Jakob Elle, Frank Lindseth
Deep learning for image-based liver analysis - A comprehensive review focusing on malignant lesions. Artif. Intell. Medicine 130 (2022)
Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh
Convolutional Neural Networks for Omnidirectional Image Quality Assessment: A Benchmark. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Mohammed Bouzidi, Marshed Mohamed, Yaser Dalveren, Arild Moldsvor, Faouzi Alaya Cheikh, Mohammad Omar Derawi
Propagation Measurements for IQRF Network in an Urban Environment. Sensors 22 (18) (2022)
Sanam Nisar Mangi, Mohib Ullah, Faouzi Alaya Cheikh
Quantitative analysis of deep learning based multi-target tracking algorithms. IRIACV (2022)
Milan Kresovic, Thong Duy Nguyen, Mohib Ullah, Hina Afridi, Faouzi Alaya Cheikh
PigPose: A Realtime Framework for Farm Animal Pose Estimation and Tracking. AIAI (1) (2022)
Muhammad Munsif, Hina Afridi, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh, Muhammad Sajjad
A Lightweight Convolution Neural Network for Automatic Disasters Recognition. EUVIP (2022)
Azeddine Beghdadi, Muhammad Ali Qureshi, Dakkar Borhen Eddine, Hammad Hassan Gillani, Zohaib Amjad Khan, Mounir Kaaniche, Mohib Ullah, Faouzi Alaya Cheikh
A New Video Quality Assessment Dataset for Video Surveillance Applications. ICIP (2022)
Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh, Osama Gharbi
End-to-End Blind Quality Assessment for Laparoscopic Videos using Neural Networks. CoRR (2022)
Hina Afridi, Mohib Ullah, Øyvind Nordbø, Faouzi Alaya Cheikh
Deep learning based udder classification for cattle traits analysis. Image Processing: Algorithms and Systems (2022)
Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh, Osama Gharbi
A neural network based framework for effective laparoscopic video quality assessment. Comput. Medical Imaging Graph. 101 (2022)
Muhammad Saad, Mohib Ullah, Hina Afridi, Faouzi Alaya Cheikh, Muhammad Sajjad
BreastUS: Vision Transformer for Breast Cancer Classification Using Breast Ultrasound Images. SITIS (2022)
David Norman Díaz Estrada, Utkarsh Goyal, Mohib Ullah, Faouzi Alaya Cheikh
Ψ-NET: A Novel Encoder-Decoder Architecture for Animal Segmentation. IPTA (2022)
Ningyang Li, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah
AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Ehsan Ullah, Mohib Ullah, Muhammad Sajjad, Faouzi Alaya Cheikh
Deep learning based wheat ears count in robot images for wheat phenotyping. IRIACV (2022)
Mohammed Bouzidi, Nishu Gupta, Faouzi Alaya Cheikh, Andrii Shalaginov, Mohammad Omar Derawi
A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey. IEEE Access 10 (2022)
Brage Arnkærn, Sigurd Schoeler, Mohib Ullah, Faouzi Alaya Cheikh
Deep learning-based multiple animal pose estimation. IRIACV (2022)
Keita Mamadou, Mohib Ullah, Øyvind Nordbø, Faouzi Alaya Cheikh
Multi-Encoder Convolution Block Attention Model for Binary Segmentation. FIT (2022)
Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh
Patch-based CNN model for 360 image quality assessment with adaptive pooling strategies. IQSP (2022)
Rabia Naseem, Zohaib Amjad Khan, Nitin Satpute, Azeddine Beghdadi, Faouzi Alaya Cheikh, Joaquín Olivares
Cross-Modality Guided Contrast Enhancement for Improved Liver Tumor Image Segmentation. IEEE Access 9 (2021)
Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh
Residual Networks based Distortion Classification and Ranking for Laparoscopic Image Quality Assessment. CoRR (2021)
Habib Ullah, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh
Evaluating Deep Semi-Supervised Learning Methods for Computer Vision Applications. IRIACV (2021)
Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh
Convolutional Neural Networks for Omnidirectional Image Quality Assessment: Pre-Trained or Re-Trained? ICIP (2021)
Xiangjun Chen, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah
3D-Resnet Fused Attention for Autism Spectrum Disorder Classification. ICIG (2) (2021)
Zolbayar Shagdar, Mohib Ullah, Habib Ullah, Faouzi Alaya Cheikh
Geometric Deep Learning for Multi-Object Tracking: A Brief Review. EUVIP (2021)
Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh
Perceptually-Weighted Cnn For 360-Degree Image Quality Assessment Using Visual Scan-Path And Jnd. ICIP (2021)
Mohib Ullah, Muhammad Mudassar Yamin, Ahmed Kedir Mohammed, Sultan Daud Khan, Habib Ullah, Faouzi Alaya Cheikh
Attention-based LSTM Network for Action Recognition in Sports. IRIACV (2021)
Mohamed A. Deriche, M. Mitrea, Azeddine Beghdadi, Faouzi Alaya Cheikh
Report on the EUVIP 2021 Panel Session : Visual Information Processing and Machine Learning at the Crossroads. EUVIP (2021)
Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh
Learning Based Contrast Enhancement Evaluation Using Cartoon Texture Decomposition. EUVIP (2021)
Habib Ullah, Tawsin Uddin Ahmed, Mohib Ullah, Faouzi Alaya Cheikh
IR-SSL: Improved Regularization Based Semi-Supervised Learning For Land Cover Classification. ICIP (2021)
Ahmed Kedir Mohammed, Congcong Wang, Meng Zhao, Mohib Ullah, Rabia Naseem, Hao Wang, Marius Pedersen, Faouzi Alaya Cheikh
Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans. IEEE Access 8 (2020)
Nitin Satpute, Rabia Naseem, Rafael Palomar, Orestis Zachariadis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Joaquín Olivares
Fast parallel vessel segmentation. Comput. Methods Programs Biomed. 192 (2020)
Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh
Residual Networks Based Distortion Classification and Ranking for Laparoscopic Image Quality Assessment. ICIP (2020)
Mohammad Derawi, Yaser Dalveren, Faouzi Alaya Cheikh
Internet-of-Things-Based Smart Transportation Systems for Safer Roads. WF-IoT (2020)
Mohammed Bouzidi, Yaser Dalveren, Faouzi Alaya Cheikh, Mohammad Omar Derawi
Use of the IQRF Technology in Internet-of-Things-Based Smart Cities. IEEE Access 8 (2020)
Mohib Ullah, Maqsood Mahmud, Habib Ullah, Kashif Ahmad, Ali Shariq Imran, Faouzi Alaya Cheikh
Head based tracking. IRIACV (2020)
Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh
On the Improvement of 2D Quality Assessment Metrics for Omnidirectional Images. IQSP (2020)
Sultan Daud Khan, Ahmed B. Altamimi, Mohib Ullah, Habib Ullah, Faouzi Alaya Cheikh
TCM: Temporal Consistency Model for Head Detection in Complex Videos. J. Sensors 2020 (2020)
Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mounir Kaaniche, Egidijus Pelanis, Rafael Palomar, Åsmund Avdem Fretland, Bjørn Edwin, Ole Jakob Elle
Towards a video quality assessment based framework for enhancement of laparoscopic videos. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Nitin Satpute, Rabia Naseem, Egidijus Pelanis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Ole Jakob Elle, Joaquín Olivares
GPU acceleration of liver enhancement for tumor segmentation. Comput. Methods Programs Biomed. 184 (2020)
Akif Quddus Khan, Salman Khan, Mohib Ullah, Faouzi Alaya Cheikh
A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data. ICISP (2020)
Congcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle
Adaptive Context Encoding Module for Semantic Segmentation. Image Processing: Algorithms and Systems (2020)
Sultan Daud Khan, Maqsood Mahmud, Habib Ullah, Mohib Ullah, Faouzi Alaya Cheikh
Crowd Congestion Detection in Videos. IRIACV (2020)
Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mounir Kaaniche, Muhammad Ali Qureshi
A Multi-Criteria Contrast Enhancement Evaluation Measure using Wavelet Decomposition. MMSP (2020)
Habib Ullah, Sultan Daud Khan, Mohib Ullah, Faouzi Alaya Cheikh
Social Modeling Meets Virtual Reality: An Immersive Implication. ICPR Workshops (4) (2020)
Habib Ullah, Sultan Daud Khan, Mohib Ullah, Maqsood Mahmud, Faouzi Alaya Cheikh
Generative Adversarial Networks: A Short Review. Image Processing: Algorithms and Systems (2020)
Mohib Ullah, Maqsood Mahmud, Habib Ullah, Kashif Ahmad, Ali Shariq Imran, Faouzi Alaya Cheikh
Kalman Filter Based Multiple Person Head Tracking. CoRR (2020)
Congcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle
Adaptive Context Encoding Module for Semantic Segmentation. CoRR (2019)
Habib Ullah, Sultan Daud Khan, Mohib Ullah, Faouzi Alaya Cheikh, Muhammad Uzair
Two Stream Model for Crowd Video Classification. EUVIP (2019)
Oleksii Sidorov, Congcong Wang, Faouzi Alaya Cheikh
Generative Smoke Removal. CoRR (2019)
Sultan Daud Khan, Habib Ullah, Mohib Ullah, Nicola Conci, Faouzi Alaya Cheikh, Azeddine Beghdadi
Person Head Detection Based Deep Model for People Counting in Sports Videos. AVSS (2019)
Sultan Daud Khan, Habib Ullah, Mohib Ullah, Faouzi Alaya Cheikh, Azeddine Beghdadi
Dimension Invariant Model for Human Head Detection. EUVIP (2019)
Saira Kanwal, Muhammad Uzair, Habib Ullah, Sultan Daud Khan, Mohib Ullah, Faouzi Alaya Cheikh
An Image Based Prediction Model for Sleep Stage Identification. ICIP (2019)
Habib Ullah, Muhammad Uzair, Arif Mahmood, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh
Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble. IEEE Access 7 (2019)
Sultan Daud Khan, Habib Ullah, Mohammad Uzair, Mohib Ullah, Rehan Ullah Khan, Faouzi Alaya Cheikh
Disam: Density Independent and Scale Aware Model for Crowd Counting and Localization. ICIP (2019)
Rabia Naseem, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle, Frank Lindseth
Cross Modality Guided Liver Image Enhancement of CT Using MRI. EUVIP (2019)
Bilel Sdiri, Mounir Kaaniche, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle
Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination. IEEE Trans. Medical Imaging 38 (1) (2019)
Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne
A Survey of Stereoscopic 3D Just Noticeable Difference Models. IEEE Access 7 (2019)
Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh
Blind Stereopair Quality Assessment Using Statistics of Monocular and Binocular Image Structures. ICIP (2019)
Mohib Ullah, Habib Ullah, Faouzi Alaya Cheikh
Single Shot Appearance Model (Ssam) for Multi-target tracking. IRIACV (2019)
Congcong Wang, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle
Multiscale deep desmoking for laparoscopic surgery. Medical Imaging: Image Processing (2019)
Oleksii Sidorov, Congcong Wang, Faouzi Alaya Cheikh
Generative Smoke Removal. ML4H@NeurIPS (2019)
Mohib Ullah, Habib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh
Stacked Lstm Network for Human Activity Recognition Using Smartphone Data. EUVIP (2019)
Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne
Just Noticeable Difference Model for Asymmetrically Distorted Stereoscopic Images. ICASSP (2019)
Zohaib Amjad Khan, Mounir Kaaniche, Azeddine Beghdadi, Faouzi Alaya Cheikh
Joint Statistical Models for No-Reference Stereoscopic Image Quality Assessment. EUVIP (2018)
Mohib Ullah, Faouzi Alaya Cheikh
Deep Feature Based End-to-End Transportation Network for Multi-Target Tracking. ICIP (2018)
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh
PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation. J. Imaging 4 (9) (2018)
Congcong Wang, Vivek Sharma, Yu Fan, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle, Rainer Stiefelhagen
Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery? CIC (2018)
Mohib Ullah, Faouzi Alaya Cheikh
A Directed Sparse Graphical Model for Multi-Target Tracking. CVPR Workshops (2018)
Azeddine Beghdadi, Muhammad Ali Qureshi, Bilel Sdiri, Mohamed A. Deriche, Faouzi Alaya Cheikh
Ceed - A Database for Image Contrast Enhancement Evaluation. CVCS (2018)
Congcong Wang, Vivek Sharma, Yu Fan, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle, Rainer Stiefelhagen
Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery? CoRR (2018)
Rafael Palomar, Juan Gómez-Luna, Faouzi Alaya Cheikh, Joaquín Olivares Bueno, Ole Jakob Elle
High-Performance Computation of Bézier Surfaces on Parallel and Heterogeneous Platforms. Int. J. Parallel Program. 46 (6) (2018)
Congcong Wang, Faouzi Alaya Cheikh, Mounir Kaaniche, Ole Jakob Elle
A Smoke Removal Method for Laparoscopic Images. CoRR (2018)
Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh
Hand-Crafted vs Deep Features: A Quantitative Study of Pedestrian Appearance Model. CVCS (2018)
Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne
No-Reference Quality Assessment of Stereoscopic Images Based on Binocular Combination of Local Features Statistics. ICIP (2018)

Faouzi Alaya Cheikh.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Faouzi Alaya Cheikh