Faouzi Alaya Cheikh - Publications, H-index & Citations

Faouzi Alaya Cheikh

Norwegian University of Science and Technology

28H指数

255论文数

3.1K被引数

收录论文 35

发表时间

Distortion Classification in Computer Vision Applications: Current Progress, Challenges, and Perspectives 计算机视觉应用中的失真分类：当前进展、挑战与展望

ACM Computing Surveys

IF28

2026-04-01

PREAI

Gillani, Hammad Hassan; Qureshi, Muhammad Ali; Beghdadi, Azeddine; Cheikh, Faouzi Alaya; Ullah, Mohib

Extrapolation Convolution for Data Prediction on a 2-D Grid: Bridging Spatial and Frequency Domains With Applications in Image Outpainting and Compressed Sensing 二维网格上的数据预测外推卷积：连接空间域与频率域，并应用于图像外延和压缩感知

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-08-22

PREAI

Vazim Ibrahim; Faouzi Alaya Cheikh; Vijayan K. Asari; Joseph Suresh Paul

Deep insights into gastrointestinal health: A comprehensive analysis of GastroVision dataset using convolutional neural networks and explainable AI 深入了解胃肠道健康: 使用卷积神经网络和可解释的AI对GastroVision数据集进行全面分析

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-04-01

OAAI

Fahad, Muhammad; Mobeen, Noor E.; Imran, Ali Shariq; Daudpota, Sher Muhammad; Kastrati, Zenun; Cheikh, Faouzi Alaya; Ullah, Mohib

Multiagent Sensor Integration and Knowledge Distillation System for Real-Time Autonomous Vehicle Navigation 用于实时自主车辆导航的多智能体传感器集成和知识蒸馏系统

ieee open journal of circuits and systems

IF4.4

2025-01-01

PREAI

Hijji, Mohammad; Ullah, Kaleem; Alwakeel, Mohammed; Alwakeel, Ahmed; Aradah, Fahad; Cheikh, Faouzi Alaya; Sajjad, Muhammad; Muhammad, Khan

PolySegNet: improving polyp segmentation through swin transformer and vision transformer fusion PolySegNet: 通过swin变压器和视觉变压器融合改善息肉分割

BIOMEDICAL ENGINEERING LETTERS

IF2.8

2024-08-20

PREAI

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

EfficientPolypSeg: Efficient Polyp Segmentation in colonoscopy images using EfficientNet-B5 with dilated blocks and attention mechanisms

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-07-01

PREAI

Lijin, P.; Ullah, Mohib; Vats, Anuja; Cheikh, F. A.; Kumar, G. Santhosh; Nair, Madhu S.

Discriminating Spectral-Spatial Feature Extraction for Hyperspectral Image Classification: A Review 用于高光谱图像分类的光谱空间特征提取: 综述

SENSORS

IF3.5

2024-05-08

OAAI

Li, Ningyang; Wang, Zhaohui; Cheikh, Faouzi Alaya

A Simple Framework for Depth-Augmented Contrastive Learning for Endoscopic Image Classification

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-01

PREAI

Weng, Weihao; Zhu, Xin; Cheikh, Faouzi Alaya; Ullah, Mohib; Imaizumi, Mitsuyoshi; Murono, Shigeyuki; Kubota, Satoshi

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

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-01-01

PREAI

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

CentralFormer: Centralized Spectral-Spatial Transformer for Hyperspectral Image Classification With Adaptive Relevance Estimation and Circular Pooling

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Li, Ningyang; Wang, Zhaohui; Cheikh, Faouzi Alaya; Wang, Lei

A Comprehensive Survey on Deep Facial Expression Recognition: Challenges, Applications, and Future Guidelines 深度面部表情识别: 挑战、应用和未来指南

ALEXANDRIA ENGINEERING JOURNAL

IF6.8

2023-04-01

OAAI

Sajjad, Muhammad; Ullah, Fath U. Min; Ullah, Mohib; Christodoulou, Georgia; Cheikh, Faouzi Alaya; Hijji, Mohammad; Muhammad, Khan; Rodrigues, Joel J. P. C.

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

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2023-02-15

OAAI

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

LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution

SENSORS

IF3.5

2023-02-12

OAAI

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

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

IEEE ACCESS

IF3.6

2023-01-01

OAAI

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

A neural network based framework for effective laparoscopic video quality assessment

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2022-10-01

OAAI

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

Propagation Measurements for IQRF Network in an Urban Environment

SENSORS

IF3.5

2022-09-16

OAAI

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

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

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2022-08-01

OAAI

Survarachakan, Shanmugapriya; Prasad, Pravda Jith Ray; Naseem, Rabia; de Frutos, Javier Perez; Kumar, Rahul Prasanna; Lango, Thomas; Cheikh, Faouzi Alaya; Elle, Ole Jakob; Lindseth, Frank

A Novel Architectural Framework on IoT Ecosystem, Security Aspects and Mechanisms: A Comprehensive Survey 物联网生态系统，安全方面和机制的新型架构框架: 综合调查

IEEE ACCESS

IF3.6

2022-01-01

OAAI

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

Cross-Modality Guided Contrast Enhancement for Improved Liver Tumor Image Segmentation 跨模态引导的对比度增强改进的肝肿瘤图像分割

IEEE ACCESS

IF3.6

2021-01-01

OAAI

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