Faouzi Alaya Cheikh

According to our database, Faouzi Alaya Cheikh authored at least 184 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach.

Lijin P., Mohib Ullah, Anuja Vats, Faouzi Alaya Cheikh, G. Santhosh Kumar, Madhu S. Nair

IEEE Trans. Artif. Intell., July, 2024

Discriminating Spectral-Spatial Feature Extraction for Hyperspectral Image Classification: A Review.

Ningyang Li, Zhaohui Wang, Faouzi Alaya Cheikh

Sensors, May, 2024

Analyzing Data Modalities for Cattle Weight Estimation Using Deep Learning Models.

Hina Afridi, Mohib Ullah, Øyvind Nordbø, Solvei Cottis Hoff, Siri Furre, Anne Guro Larsgard, Faouzi Alaya Cheikh

J. Imaging, March, 2024

Smoke veil prior regularized surgical field desmoking without paired in-vivo data.

Congcong Wang, Meng Zhao, Chengguang Zhou, Nanqing Dong, Zohaib Amjad Khan, Xintong Zhao, Faouzi Alaya Cheikh, Azeddine Beghdadi, Shengyong Chen

Comput. Biol. Medicine, January, 2024

A New Lightweight Hybrid Graph Convolutional Neural Network - CNN Scheme for Scene Classification using Object Detection Inference.

Ayman Beghdadi, Azeddine Beghdadi, Mohib Ullah, Faouzi Alaya Cheikh, Malik Mallem

CoRR, 2024

Deep Learning for Multi-Label Learning: A Comprehensive Survey.

Adane Nega Tarekegn, Mohib Ullah, Faouzi Alaya Cheikh

CoRR, 2024

A dual-encoder double concatenation Y-shape network for precise volumetric liver and lesion segmentation.

Gabriella d'Albenzio, Yuliia Kamkova, Rabia Naseem, Mohib Ullah, Stefania Colonnese, Faouzi Alaya Cheikh, Rahul Prasanna Kumar

Comput. Biol. Medicine, 2024

Optimized efficient attention-based network for facial expressions analysis in neurological health care.

Muhammad Munsif, Muhammad Sajjad, Mohib Ullah, Adane Nega Tarekegn, Faouzi Alaya Cheikh, Panagiotis Tsakanikas, Khan Muhammad

Comput. Biol. Medicine, 2024

Benign Paroxysmal Positional Vertigo Disorders Classification Using Eye Tracking Data.

Thang-Anh-Quan Nguyen, Ehtesham Hashmi, Muhammad Mudassar Yamin, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mohib Ullah

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

SMT: Self-supervised Approach for Multiple Animal Detection and Tracking.

Muhammad Moosa, Muhammad Mudassar Yamin, Ehtesham Hashmi, Azeddine Beghdadi, Ali Shariq Imran, Faouzi Alaya Cheikh, Mohib Ullah

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2023

LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution.

Mohammed Bouzidi, Ahmed Amro, Yaser Dalveren, Faouzi Alaya Cheikh, Mohammad Omar Derawi

Sensors, February, 2023

Deepview: Deep-Learning-Based Users Field of View Selection in 360° Videos for Industrial Environments.

Muhammad Irfan, Khan Muhammad, Muhammad Sajjad, Khalid Mahmood Malik, Faouzi Alaya Cheikh, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque

IEEE Internet Things J., February, 2023

An Exploration on the Influence Factors of the Optimal Sample Width for Hyperspectral Remote Sensing Image Classification.

Ningyang Li, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah

IEEE Access, 2023

ViT based Covid-19 detection and classification from CXR images.

Muhammad Saeed, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh, Muhammad Sajjad

Proceedings of the Visualization and Data Analysis 2023, 2023

Resectograms: Real-Time 2D Visualization of Liver Virtual Resections.

Ruoyan Meng, Davit L. Aghayan, Egidijus Pelanis, Bjørn Edwin, Faouzi Alaya Cheikh, Rafael Palomar

Proceedings of the VCBM 2023: Eurographics Workshop on Visual Computing for Biology and Medicine, 2023

Attention-Guided Self-supervised Framework for Facial Emotion Recognition.

Saif Hassan, Mohib Ullah, Ali Shariq Imran, Faouzi Alaya Cheikh

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023

Self-supervised Animal Detection in Indoor Environment.

Taifour Yousra, Hina Afridi, Adane Nega Tarekegn, Mohib Ullah, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

Leveraging Transfer Learning for Analyzing Cattle Front Teat Placement.

Hina Afridi, Mohib Ullah, Øyvind Nordbø, Anne Guro Larsgard, Faouzi Alaya Cheikh

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

Deep learning based speech emotion recognition for Parkinson patient.

Habib Khan, Mohib Ullah, Fadi Al Machot, Faouzi Alaya Cheikh, Muhammad Sajjad

Proceedings of the Image Processing: Algorithms and Systems XXI, 2023

Cricket Shot Classification using Transformer.

Muhammad Azhar, Mohib Ullah, Ali Shariq Imran, Muhammad Mudassar Yamin, Sher Muhammad Daudpota, Faouzi Alaya Cheikh

Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking.

C. B. Dev Narayan, Fayaz Rahman, Mohib Ullah, Faouzi Alaya Cheikh, Ali Shariq Imran, Christopher Coello, Øyvind Nordbø, G. Santhosh Kumar, Madhu S. Nair

Proceedings of the Artificial Intelligence Applications and Innovations, 2023

S3AM++: Integrating Differential Strategy into Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Remote Sensing Image Classification.

Ningyang Li, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah

Proceedings of the 15th International Conference on Digital Image Processing, 2023

Enhancing Human Activity Recognition Through Sensor Fusion And Hybrid Deep Learning Model.

Adane Nega Tarekegn, Mohib Ullah, Faouzi Alaya Cheikh, Muhammad Sajjad

Proceedings of the IEEE International Conference on Acoustics, 2023

Glove-Ing Attention: A Multi-Modal Neural Learning Approach to Image Captioning.

Lars Halvor Anundskås, Hina Afridi, Adane Nega Tarekegn, Muhammad Mudassar Yamin, Mohib Ullah, Saira Yamin, Faouzi Alaya Cheikh

Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Detecting Freezing of Gait Events Using Wearable Sensors and Genetic Programming.

Adane Nega Tarekegn, Faouzi Alaya Cheikh, Muhammad Sajjad, Mohib Ullah

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Attention Guided Deep Neural Network for Animal Ear Tag Classification in Low-Resolution Images.

Thinh Pham-Duc, Mohib Ullah, Muhammad Mudassar Yamin, Adane Nega Tarekegn, Azeddine Beghdadi, Faouzi Alaya Cheikh, Habib Ullah

Proceedings of the International Conference on Frontiers of Information Technology, 2023

Exploring Unseen Characteristics of Artificial Neural Networks for Improving Front Teat Placement Trait.

Hina Afridi, Mohib Ullah, Øyvind Nordbø, Anne Guro Larsgard, Faouzi Alaya Cheikh

Proceedings of the International Conference on Frontiers of Information Technology, 2023

Underwater Object Detection using Image Enhancement and Deep Learning Models.

Adane Nega Tarekegn, Faouzi Alaya Cheikh, Mohib Ullah, Erik Tobias Sollesnes, Cornelia Alexandru, Saeed Nourizadeh Azar, Erdeniz Erol, George Suciu

Proceedings of the 11th European Workshop on Visual Information Processing, 2023

VStab-QuAD: A New Video-Stabilization Quality Assessment Database.

Dakkar Borhen Eddine, Amine Bourki, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the 11th European Workshop on Visual Information Processing, 2023

CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer Vision.

Ayman Beghdadi, Azeddine Beghdadi, Malik Mallem, Lotfi Beji, Faouzi Alaya Cheikh

Proceedings of the 11th European Workshop on Visual Information Processing, 2023

CTL-NET: Deep Learning Network for Cattle Teat Length Trait Analysis.

Hina Afridi, Mohib Ullah, Øyvind Nordbø, Anne Guro Larsgard, Faouzi Alaya Cheikh

Proceedings of the 11th European Workshop on Visual Information Processing, 2023

Self-supervised animal detection in constrained environment.

Fayaz Rahman, C. B. Dev Narayan, Mohib Ullah, Muhammad Mudassar Yamin, Øyvind Nordbø, Christopher Coello, Ali Shariq Imran, G. Santhosh Kumar, Madhu S. Nair, Faouzi Alaya Cheikh

Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023

2022

Convolutional Neural Networks for Omnidirectional Image Quality Assessment: A Benchmark.

Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh

IEEE Trans. Circuits Syst. Video Technol., 2022

S³AM: A Spectral-Similarity-Based Spatial Attention Module for Hyperspectral Image Classification.

Ningyang Li, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Propagation Measurements for IQRF Network in an Urban Environment.

Mohammed Bouzidi, Marshed Mohamed, Yaser Dalveren, Arild Moldsvor, Faouzi Alaya Cheikh, Mohammad Omar Derawi

Sensors, 2022

End-to-End Blind Quality Assessment for Laparoscopic Videos using Neural Networks.

Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh, Osama Gharbi

CoRR, 2022

A neural network based framework for effective laparoscopic video quality assessment.

Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh, Osama Gharbi

Comput. Medical Imaging Graph., 2022

Deep learning for image-based liver analysis - A comprehensive review focusing on malignant lesions.

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

Artif. Intell. Medicine, 2022

A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey.

Mohammed Bouzidi, Nishu Gupta, Faouzi Alaya Cheikh, Andrii Shalaginov, Mohammad Omar Derawi

IEEE Access, 2022

Semi-Supervised Principal Neighbourhood Aggregation Model For Sar Image Classification.

Mohib Ullah, Zolbayar Shagdar, Habib Ullah, Faouzi Alaya Cheikh

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

BreastUS: Vision Transformer for Breast Cancer Classification Using Breast Ultrasound Images.

Muhammad Saad, Mohib Ullah, Hina Afridi, Faouzi Alaya Cheikh, Muhammad Sajjad

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Interpretable learning approaches in structural MRI: 3D-ResNet fused attention for autism spectrum disorder classification.

Xiangjun Chen, Zhaohui Wang, Yuefu Zhan, Faouzi Alaya Cheikh, Mohib Ullah

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Fusion of clinical phenotypic and multi-modal MRI for acute bilirubin encephalopathy classification.

Xiangjun Chen, Zhaohui Wang, Yuefu Zhan, Faouzi Alaya Cheikh, Mohib Ullah

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Patch-based CNN model for 360 image quality assessment with adaptive pooling strategies.

Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh

Proceedings of the Image Quality and System Performance XIX, 2022

Ψ-NET: A Novel Encoder-Decoder Architecture for Animal Segmentation.

David Norman Díaz Estrada, Utkarsh Goyal, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Contrast enhancement: Cross-modal learning approach for medical images.

Rabia Naseem, Akib Jayed Islam, Faouzi Alaya Cheikh, Azeddine Beghdadi

Proceedings of the Image Processing: Algorithms and Systems XX, 2022

Deep learning based udder classification for cattle traits analysis.

Hina Afridi, Mohib Ullah, Øyvind Nordbø, Faouzi Alaya Cheikh

Proceedings of the Image Processing: Algorithms and Systems XX, 2022

Monitoring Neurological Disorder Patients via Deep Learning Based Facial Expressions Analysis.

Muhammad Munsif, Mohib Ullah, Bilal Ahmad, Muhammad Sajjad, Faouzi Alaya Cheikh

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

PigPose: A Realtime Framework for Farm Animal Pose Estimation and Tracking.

Milan Kresovic, Thong Duy Nguyen, Mohib Ullah, Hina Afridi, Faouzi Alaya Cheikh

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

A New Video Quality Assessment Dataset for Video Surveillance Applications.

Azeddine Beghdadi, Muhammad Ali Qureshi, Dakkar Borhen Eddine, Hammad Hassan Gillani, Zohaib Amjad Khan, Mounir Kaaniche, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Multi-Encoder Convolution Block Attention Model for Binary Segmentation.

Mamadou Keita, Mohib Ullah, Øyvind Nordbø, Faouzi Alaya Cheikh

Proceedings of the International Conference on Frontiers of Information Technology, 2022

A Lightweight Convolution Neural Network for Automatic Disasters Recognition.

Muhammad Munsif, Hina Afridi, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh, Muhammad Sajjad

Proceedings of the 10th European Workshop on Visual Information Processing, 2022

Deep learning based wheat ears count in robot images for wheat phenotyping.

Ehsan Ullah, Mohib Ullah, Muhammad Sajjad, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2022, 2022

Quantitative analysis of deep learning based multi-target tracking algorithms.

Sanam Nisar Mangi, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2022, 2022

Deep learning-based multiple animal pose estimation.

Brage Arnkærn, Sigurd Schoeler, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2022, 2022

2021

Cross-Modality Guided Contrast Enhancement for Improved Liver Tumor Image Segmentation.

Rabia Naseem, Zohaib Amjad Khan, Nitin Satpute, Azeddine Beghdadi, Faouzi Alaya Cheikh, Joaquín Olivares

IEEE Access, 2021

IR-SSL: Improved Regularization Based Semi-Supervised Learning For Land Cover Classification.

Habib Ullah, Tawsin Uddin Ahmed, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Convolutional Neural Networks for Omnidirectional Image Quality Assessment: Pre-Trained or Re-Trained?

Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Perceptually-Weighted Cnn For 360-Degree Image Quality Assessment Using Visual Scan-Path And Jnd.

Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

3D-Resnet Fused Attention for Autism Spectrum Disorder Classification.

Xiangjun Chen, Zhaohui Wang, Faouzi Alaya Cheikh, Mohib Ullah

Proceedings of the Image and Graphics - 11th International Conference, 2021

Geometric Deep Learning for Multi-Object Tracking: A Brief Review.

Zolbayar Shagdar, Mohib Ullah, Habib Ullah, Faouzi Alaya Cheikh

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Learning Based Contrast Enhancement Evaluation Using Cartoon Texture Decomposition.

Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Report on the EUVIP 2021 Panel Session : Visual Information Processing and Machine Learning at the Crossroads.

Mohamed A. Deriche, M. Mitrea, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Attention-based LSTM Network for Action Recognition in Sports.

Mohib Ullah, Muhammad Mudassar Yamin, Ahmed Kedir Mohammed, Sultan Daud Khan, Habib Ullah, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2021, 2021

Evaluating Deep Semi-Supervised Learning Methods for Computer Vision Applications.

Habib Ullah, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2021, 2021

2020

TCM: Temporal Consistency Model for Head Detection in Complex Videos.

Sultan Daud Khan, Ahmed B. Altamimi, Mohib Ullah, Habib Ullah, Faouzi Alaya Cheikh

J. Sensors, 2020

Kalman Filter Based Multiple Person Head Tracking.

Mohib Ullah, Maqsood Mahmud, Habib Ullah, Kashif Ahmad, Ali Shariq Imran, Faouzi Alaya Cheikh

CoRR, 2020

Fast parallel vessel segmentation.

Nitin Satpute, Rabia Naseem, Rafael Palomar, Orestis Zachariadis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Joaquín Olivares

Comput. Methods Programs Biomed., 2020

GPU acceleration of liver enhancement for tumor segmentation.

Nitin Satpute, Rabia Naseem, Egidijus Pelanis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Ole Jakob Elle, Joaquín Olivares

Comput. Methods Programs Biomed., 2020

Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans.

Ahmed Kedir Mohammed, Congcong Wang, Meng Zhao, Mohib Ullah, Rabia Naseem, Hao Wang, Marius Pedersen, Faouzi Alaya Cheikh

IEEE Access, 2020

Use of the IQRF Technology in Internet-of-Things-Based Smart Cities.

Mohammed Bouzidi, Yaser Dalveren, Faouzi Alaya Cheikh, Mohammad Omar Derawi

IEEE Access, 2020

Internet-of-Things-Based Smart Transportation Systems for Safer Roads.

Mohammad Omar Derawi, Yaser Dalveren, Faouzi Alaya Cheikh

Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

A Multi-Criteria Contrast Enhancement Evaluation Measure using Wavelet Decomposition.

Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mounir Kaaniche, Muhammad Ali Qureshi

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Towards a video quality assessment based framework for enhancement of laparoscopic videos.

Zohaib Amjad Khan, Azeddine Beghdadi, Faouzi Alaya Cheikh, Mounir Kaaniche, Egidijus Pelanis, Rafael Palomar, Åsmund Avdem Fretland, Bjørn Edwin, Ole Jakob Elle

Proceedings of the Medical Imaging 2020: Image Perception, 2020

On the Improvement of 2D Quality Assessment Metrics for Omnidirectional Images.

Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh

Proceedings of the Image Quality and System Performance XVII, Electronic Imaging 2020, 2020

Adaptive Context Encoding Module for Semantic Segmentation.

Congcong Wang, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle

Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

Generative Adversarial Networks: A Short Review.

Habib Ullah, Sultan Daud Khan, Mohib Ullah, Maqsood Mahmud, Faouzi Alaya Cheikh

Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

Social Modeling Meets Virtual Reality: An Immersive Implication.

Habib Ullah, Sultan Daud Khan, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

A Bottom-Up Approach for Pig Skeleton Extraction Using RGB Data.

Akif Quddus Khan, Salman Khan, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

Residual Networks Based Distortion Classification and Ranking for Laparoscopic Image Quality Assessment.

Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh

Proceedings of the IEEE International Conference on Image Processing, 2020

Head based tracking.

Mohib Ullah, Maqsood Mahmud, Habib Ullah, Kashif Ahmad, Ali Shariq Imran, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2020, 2020

Crowd Congestion Detection in Videos.

Sultan Daud Khan, Maqsood Mahmud, Habib Ullah, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2020, 2020

2019

Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination.

Bilel Sdiri, Mounir Kaaniche, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle

IEEE Trans. Medical Imaging, 2019

Internal Emotion Classification Using EEG Signal With Sparse Discriminative Ensemble.

Habib Ullah, Muhammad Uzair, Arif Mahmood, Mohib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh

IEEE Access, 2019

A Survey of Stereoscopic 3D Just Noticeable Difference Models.

Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne

IEEE Access, 2019

Generative Smoke Removal.

Oleksii Sidorov, Congcong Wang, Faouzi Alaya Cheikh

Proceedings of the Machine Learning for Health Workshop, 2019

Multiscale deep desmoking for laparoscopic surgery.

Congcong Wang, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Disam: Density Independent and Scale Aware Model for Crowd Counting and Localization.

Sultan Daud Khan, Habib Ullah, Mohammad Uzair, Mohib Ullah, Rehan Ullah Khan, Faouzi Alaya Cheikh

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

An Image Based Prediction Model for Sleep Stage Identification.

Saira Kanwal, Muhammad Uzair, Habib Ullah, Sultan Daud Khan, Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Blind Stereopair Quality Assessment Using Statistics of Monocular and Binocular Image Structures.

Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Just Noticeable Difference Model for Asymmetrically Distorted Stereoscopic Images.

Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne

Proceedings of the IEEE International Conference on Acoustics, 2019

Stacked Lstm Network for Human Activity Recognition Using Smartphone Data.

Mohib Ullah, Habib Ullah, Sultan Daud Khan, Faouzi Alaya Cheikh

Proceedings of the 8th European Workshop on Visual Information Processing, 2019

Two Stream Model for Crowd Video Classification.

Habib Ullah, Sultan Daud Khan, Mohib Ullah, Faouzi Alaya Cheikh, Muhammad Uzair

Proceedings of the 8th European Workshop on Visual Information Processing, 2019

Cross Modality Guided Liver Image Enhancement of CT Using MRI.

Rabia Naseem, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle, Frank Lindseth

Proceedings of the 8th European Workshop on Visual Information Processing, 2019

Dimension Invariant Model for Human Head Detection.

Sultan Daud Khan, Habib Ullah, Mohib Ullah, Faouzi Alaya Cheikh, Azeddine Beghdadi

Proceedings of the 8th European Workshop on Visual Information Processing, 2019

Single Shot Appearance Model (Ssam) for Multi-target tracking.

Mohib Ullah, Habib Ullah, Faouzi Alaya Cheikh

Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision 2019, 2019

Person Head Detection Based Deep Model for People Counting in Sports Videos.

Sultan Daud Khan, Habib Ullah, Mohib Ullah, Nicola Conci, Faouzi Alaya Cheikh, Azeddine Beghdadi

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

PedNet: A Spatio-Temporal Deep Convolutional Neural Network for Pedestrian Segmentation.

Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh

J. Imaging, 2018

High-Performance Computation of Bézier Surfaces on Parallel and Heterogeneous Platforms.

Rafael Palomar, Juan Gómez-Luna, Faouzi Alaya Cheikh, Joaquín Olivares Bueno, Ole Jakob Elle

Int. J. Parallel Program., 2018

A Smoke Removal Method for Laparoscopic Images.

Congcong Wang, Faouzi Alaya Cheikh, Mounir Kaaniche, Ole Jakob Elle

CoRR, 2018

Liver surface reconstruction for image guided surgery.

Congcong Wang, Faouzi Alaya Cheikh, Mounir Kaaniche, Ole Jakob Elle

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery?

Congcong Wang, Vivek Sharma, Yu Fan, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jacob Elle, Rainer Stiefelhagen

Proceedings of the 26th Color and Imaging Conference, 2018

Deep Feature Based End-to-End Transportation Network for Multi-Target Tracking.

Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

No-Reference Quality Assessment of Stereoscopic Images Based on Binocular Combination of Local Features Statistics.

Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Smoke Removal from Minimally Invasive Surgery Videos.

Sabri Bolkar, Congcong Wang, Faouzi Alaya Cheikh, Sule Yildirim

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Joint Statistical Models for No-Reference Stereoscopic Image Quality Assessment.

Zohaib Amjad Khan, Mounir Kaaniche, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the 7th European Workshop on Visual Information Processing, 2018

A Directed Sparse Graphical Model for Multi-Target Tracking.

Mohib Ullah, Faouzi Alaya Cheikh

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Hand-Crafted vs Deep Features: A Quantitative Study of Pedestrian Appearance Model.

Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh

Proceedings of the Colour and Visual Computing Symposium, 2018

Validation of stereo vision based liver surface reconstruction for image guided surgery.

Andrea Teatini, Congcong Wang, Rafael Palomar, Faouzi Alaya Cheikh, Azeddine Beghdadi, Bjørn Edwin, Ole Jakob Elle

Proceedings of the Colour and Visual Computing Symposium, 2018

Ceed - A Database for Image Contrast Enhancement Evaluation.

Azeddine Beghdadi, Muhammad Ali Qureshi, Bilel Sdiri, Mohamed A. Deriche, Faouzi Alaya Cheikh

Proceedings of the Colour and Visual Computing Symposium, 2018

2017

No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models.

Walid Hachicha, Mounir Kaaniche, Azeddine Beghdadi, Faouzi Alaya Cheikh

Signal Process. Image Commun., 2017

A novel method for planning liver resections using deformable Bézier surfaces and distance maps.

Rafael Palomar, Faouzi Alaya Cheikh, Bjørn Edwin, Åsmund Fretland, Azeddine Beghdadi, Ole Jakob Elle

Comput. Methods Programs Biomed., 2017

On the vulnerability of extended Multispectral face recognition systems towards presentation attacks.

Ramachandra Raghavendra, Kiran B. Raja, Sushma Venkatesh, Faouzi Alaya Cheikh, Christoph Busch

Proceedings of the IEEE International Conference on Identity, 2017

A hierarchical feature model for multi-target tracking.

Mohib Ullah, Ahmed Kedir Mohammed, Faouzi Alaya Cheikh, Zhaohui Wang

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Full-reference stereoscopic image quality assessment accounting for binocular combination and disparity information.

Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Stereoscopic image quality assessment based on the binocular properties of the human visual system.

Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sparse Coded Handcrafted and Deep Features for Colon Capsule Video Summarization.

Ahmed Kedir Mohammed, Sule Yildirim, Marius Pedersen, Oistein Hovde, Faouzi Alaya Cheikh

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

Surface reconstruction for planning and navigation of liver resections.

Rafael Palomar, Faouzi Alaya Cheikh, Bjørn Edwin, Azeddine Beghdadi, Ole Jakob Elle

Comput. Medical Imaging Graph., 2016

Mutual Information Based Multispectral Image Fusion for Improved Face Recognition.

Ramachandra Raghavendra, Sushma Venkatesh, Kiran B. Raja, Faouzi Alaya Cheikh, Christoph Busch

Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

Intra-Operative Modeling of the Left Atrium: A Simulation Approach Using Poisson Surface Reconstruction.

Rafael Palomar, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle

Proceedings of the Medical Imaging and Augmented Reality - 7th International Conference, 2016

An adaptive contrast enhancement method for stereo endoscopic images combining binocular just noticeable difference model and depth information.

Bilel Sdiri, Azeddine Beghdadi, Faouzi Alaya Cheikh, Marius Pedersen, Ole Jakob Elle

Proceedings of the Image Quality and System Performance XIII, Electronic Imaging 2016, 2016

On the performance of 3D just noticeable difference models.

Yu Fan, Mohamed-Chaker Larabi, Faouzi Alaya Cheikh, Christine Fernandez-Maloigne

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A comprehensive performance evaluation of objective quality metrics for contrast enhancement techniques.

Muhammad Ali Qureshi, Azeddine Beghdadi, Bilel Sdiri, Mohamed A. Deriche, Faouzi Alaya Cheikh

Proceedings of the 6th European Workshop on Visual Information Processing, 2016

An improved 3-step contactless fingerprint image enhancement approach for minutiae detection.

Xinwei Liu, Marius Pedersen, Christophe Charrier, Faouzi Alaya Cheikh, Patrick Bours

Proceedings of the 6th European Workshop on Visual Information Processing, 2016

HoG based real-time multi-target tracking in Bayesian framework.

Mohib Ullah, Faouzi Alaya Cheikh, Ali Shariq Imran

Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015

Efficient Inter-View Bit Allocation Methods for Stereo Image Coding.

Walid Hachicha, Mounir Kaaniche, Azeddine Beghdadi, Faouzi Alaya Cheikh

IEEE Trans. Multim., 2015

Neural networks based visual attention model for surveillance videos.

Fahad Fazal Elahi Guraya, Faouzi Alaya Cheikh

Neurocomputing, 2015

Automatic detection of colonoscopic anomalies using capsule endoscopy.

Limamou Gueye, Sule Yildirim Yayilgan, Faouzi Alaya Cheikh, Ilangko Balasingham

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Comparative study of endoscopic image enhancement techniques.

Bilel Sdiri, Faouzi Alaya Cheikh, Kushtrim Dragusha, Azeddine Beghdadi

Proceedings of the Colour and Visual Computing Symposium, 2015

Evaluation of fusion approaches for face recognition using light field cameras.

Kiran B. Raja, Ramachandra Raghavendra, Faouzi Alaya Cheikh, Christoph Busch

Proceedings of the Colour and Visual Computing Symposium, 2015

2014

Spatio-temporal analysis of eye fixations data in images.

Puneet Sharma, Faouzi Alaya Cheikh, Jon Yngve Hardeberg

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Rate distortion optimal bit allocation for stereo image coding.

Walid Hachicha, Mounir Kaaniche, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Stereo video analysis for instrument tracking in image-guided surgery.

Congcong Wang, Rafael Palomar, Faouzi Alaya Cheikh

Proceedings of the 5th European Workshop on Visual Information Processing, 2014

Objective keyword selection for lecture video annotation.

Ali Shariq Imran, Laksmita Rahadianti, Faouzi Alaya Cheikh, Sule Yildirim Yayilgan

Proceedings of the 5th European Workshop on Visual Information Processing, 2014

Optimized residual image for stereo image coding.

Walid Hachicha, Mounir Kaaniche, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2013

Semantic Keyword Selection for Automatic Video Annotation.

Ali Shariq Imran, Laksmita Rahadianti, Faouzi Alaya Cheikh, Sule Yildirim Yayilgan

Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

Stereo image quality assessment using a binocular just noticeable difference model.

Walid Hachicha, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the IEEE International Conference on Image Processing, 2013

1D directional DCT-based stereo residual compression.

Walid Hachicha, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the 21st European Signal Processing Conference, 2013

Robust iris recognition using light-field camera.

Kiran B. Raja, Ramachandra Raghavendra, Faouzi Alaya Cheikh, Bian Yang, Christoph Busch

Proceedings of the Colour and Visual Computing Symposium, 2013

2012

Adult Video Content Detection Using Machine Learning Techniques.

Victor M. Torres Ochoa, Sule Yildirim Yayilgan, Faouzi Alaya Cheikh

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Exploiting Visual Cues in Non-Scripted Lecture Videos for Multi-modal Action Recognition.

Ali Shariq Imran, Alejandro Moreno, Faouzi Alaya Cheikh

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Cursive Handwritten Segmentation and Recognition for Instructional Videos.

Ali Shariq Imran, Sukalpa Chanda, Faouzi Alaya Cheikh, Katrin Franke, Umapada Pal

Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Semantic Tags for Lecture Videos.

Ali Shariq Imran, Laksmita Rahadianti, Faouzi Alaya Cheikh, Sule Yildirim Yayilgan

Proceedings of the Sixth IEEE International Conference on Semantic Computing, 2012

Lecture content classification tool.

Ali Shariq Imran, Faouzi Alaya Cheikh

Proceedings of the 5th International Symposium on Communications, 2012

Visual attention based surveillance videos compression.

Fahad Fazal Elahi Guraya, Victor Medina, Faouzi Alaya Cheikh

Proceedings of the 20th Color and Imaging Conference, 2012

Combining depth information and local edge detection for stereo image enhancement.

Walid Hachicha, Azeddine Beghdadi, Faouzi Alaya Cheikh

Proceedings of the 20th European Signal Processing Conference, 2012

2011

A Spatiotemporal Saliency Model for Video Surveillance.

Yubing Tong, Faouzi Alaya Cheikh, Fahad Fazal Elahi Guraya, Hubert Konik, Alain Trémeau

Cogn. Comput., 2011

A Novel Visual Saliency Model for Surveillance Video Compression.

Fahad Fazal Elahi Guraya, Faouzi Alaya Cheikh, Victor Medina

Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011

Blackboard content classification for lecture videos.

Ali Shariq Imran, Faouzi Alaya Cheikh

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Collaborative cameras for multi-target tracking using color based particle filter and object contour.

Sajib Kumar Saha, Victoria Rudakova, Faouzi Alaya Cheikh

Proceedings of the European Workshop on Visual Information Processing, 2011

Predictive visual saliency model for surveillance video.

Fahad Fazal Elahi Guraya, Faouzi Alaya Cheikh

Proceedings of the 19th European Signal Processing Conference, 2011

Multiple Collaborative Cameras for Multi-Target Tracking Using Color-Based Particle Filter and Contour Information.

Victoria Rudakova, Sajib Kumar Saha, Faouzi Alaya Cheikh

Proceedings of the Digital Information and Communication Technology and Its Applications, 2011

Group Identification at Border Crossing Points.

Sule Yildirim Yayilgan, Asbjørn Hovstø, Faouzi Alaya Cheikh, Anthony Amodei, Marc Iori, Sandel Zaharia, Dimosthenis Ioannidis, Øystein Thorvaldsen

Proceedings of the BIOSIG 2011, 2011

Gait Recognition using Time-of-Flight Sensor.

Mohammad Omar Derawi, Hazem Ali, Faouzi Alaya Cheikh

Proceedings of the BIOSIG 2011, 2011

2010

Multi-feature based visual saliency detection in surveillance video.

Yubing Tong, Hubert Konik, Faouzi Alaya Cheikh, Fahad Fazal Elahi Guraya, Alain Trémeau

Proceedings of the Visual Communications and Image Processing 2010, 2010

Evaluation of a Difference of Gaussians Based Image Difference Metric in Relation to Perceived Compression Artifacts.

Gabriele Simone, Valentina Caracciolo, Marius Pedersen, Faouzi Alaya Cheikh

Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010

A non-reference perceptual quality metric based on visual attention model for videos.

Fahad Fazal Elahi Guraya, Ali Shariq Imran, Yubing Tong, Faouzi Alaya Cheikh

Proceedings of the 10th International Conference on Information Sciences, 2010

A visual attention based reference free perceptual quality metric.

Ali Shariq Imran, Fahad Fazal Elahi Guraya, Faouzi Alaya Cheikh

Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Salient region detection with opponent color boosting.

Guanqun Cao, Faouzi Alaya Cheikh

Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Blind image quality metric for blackboard lecture images.

Ali Shariq Imran, Faouzi Alaya Cheikh

Proceedings of the 18th European Signal Processing Conference, 2010

2008

Real-time people counting system using a single video camera.

Damien Lefloch, Faouzi Alaya Cheikh, Jon Yngve Hardeberg, Pierre Gouton, Romain Picot-Clémente

Proceedings of the Real-Time Image Processing 2008, San Jose, CA, USA, January 28-29, 2008, 2008

Saliency Map for Human Gaze Prediction in Still Images.

Puneet Sharma, Faouzi Alaya Cheikh, Jon Yngve Hardeberg

Proceedings of the 16th Color and Imaging Conference, 2008

2004

Vector rational interpolation schemes for erroneous motion field estimation applied to MPEG-2 error concealment.

Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas

IEEE Trans. Multim., 2004

2003

Ordinal-based shape retrieval with relevance feedback.

Faouzi Alaya Cheikh, Bogdan Cramariuc, Moncef Gabbouj

Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Relevance feedback for shape query refinement.

Faouzi Alaya Cheikh, Bogdan Cramariuc, Moncef Gabbouj

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

Editorial.

Moncef Gabbouj, Faouzi Alaya Cheikh, Bogdan Cramariuc, Geoff Morrison

EURASIP J. Adv. Signal Process., 2002

Ordinal-Measure Based Shape Correspondence.

Faouzi Alaya Cheikh, Bogdan Cramariuc, Mari Pauliina Partio, Pasi Reijonen, Moncef Gabbouj

EURASIP J. Adv. Signal Process., 2002

Evaluation of shape correspondence using ordinal measures.

Faouzi Alaya Cheikh, Bogdan Cramariuc, Mari Partio, Pasi Reijonen, Moncef Gabbouj

Proceedings of the Storage and Retrieval for Media Databases 2002, 2002

2000

Multi-Level Shape Recognition Based on Wavelet-Transform Modulus Maxima.

Faouzi Alaya Cheikh, Azhar Quddus, Moncef Gabbouj

Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation, 2000

Content-based object retrieval using maximum curvature points in contour images.

Azhar Quddus, Faouzi Alaya Cheikh, Moncef Gabbouj

Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Directional-rational approach for color image enhancement.

Faouzi Alaya Cheikh, Moncef Gabbouj

Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

A Weighted Distance Approach to Relevance Feedback.

Selim Aksoy, Robert M. Haralick, Faouzi Alaya Cheikh, Moncef Gabbouj

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Shape recognition based on wavelet-transform modulus maxima.

Faouzi Alaya Cheikh, Azhar Quddus, Moncef Gabbouj

Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000

Motion field estimation by combined vector rational and bilinear interpolation for MPEG-2 error concealment.

Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas

Proceedings of the 10th European Signal Processing Conference, 2000

Content-based description of images for retrieval in large databases: MUVIS.

Mejdi Trimeche, Faouzi Alaya Cheikh, Moncef Gabbouj, Bogdan Cramariuc

Proceedings of the 10th European Signal Processing Conference, 2000

Contour-based object recognition using wavelet-transform.

Faouzi Alaya Cheikh, Azhar Quddus, Moncef Gabbouj

Proceedings of the 10th European Signal Processing Conference, 2000

1999

Teager energy and the ambiguity function.

Ridha Hamila, Jaakko Astola, Faouzi Alaya Cheikh, Moncef Gabbouj, Markku Renfors

IEEE Trans. Signal Process., 1999

MUVIS: a system for content-based indexing and retrieval in large image databases.

Faouzi Alaya Cheikh, Bogdan Cramariuc, Carole Reynaud, Meng Quinghong, Dragos-Adrian Badea, Brahim Hnich, Moncef Gabbouj, Petteri Kerminen, Timo Mäkinen, Hannu Jaakkola

Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999

Application of vector rational interpolation to erroneous motion field estimation of error concealment.

Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas

Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Motion field estimation by vector rational interpolation for error concealment purposes.

Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Directional Unsharp Masking-Based Approach for Color Image Enhancement.

Faouzi Alaya Cheikh, Moncef Gabbouj

Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Relationship between the Wigner-distribution and the Teager energy.

Ridha Hamila, Faouzi Alaya Cheikh, Jussi Vesma, Jaakko Astola, Moncef Gabbouj

Proceedings of the 9th European Signal Processing Conference, 1998

Unsharp masking-based approach for color image processing.

Faouzi Alaya Cheikh, Lazhar Khriji, Moncef Gabbouj

Proceedings of the 9th European Signal Processing Conference, 1998

1996

Impulse noise removal in highly corrupted color images.

Faouzi Alaya Cheikh, Ridha Hamila, Moncef Gabbouj, Jaakko Astola

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996