Faouzi Alaya Cheikh

About Faouzi Alaya Cheikh

Faouzi Alaya Cheikh, With an exceptional h-index of 29 and a recent h-index of 23 (since 2020), a distinguished researcher at Norges teknisk-naturvitenskaplige universitet, specializes in the field of Medical Image Processing and Analysis, Image Guided Intervention, Deep Learning, Autonomous Navigation, Video Surveillance Multi.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Deep Learning for Multi-Label Learning: A Comprehensive Survey

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

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

Analyzing Data Modalities for Cattle Weight Estimation Using Deep Learning Models

Self-Supervised Learning for Swine Ear-Tag Classification with Attention Module Model

Efficient Human Gait Activity Recognition Based on Sensor Fusion and Intelligent Stacking Framework

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

Faouzi Alaya Cheikh Information

University

Position

Professor Dr. Tech. (NTNU) Norway

Citations(all)

3160

Citations(since 2020)

1853

Cited By

1942

hIndex(all)

29

hIndex(since 2020)

23

i10Index(all)

97

i10Index(since 2020)

61

Email

University Profile Page

Norges teknisk-naturvitenskaplige universitet

Google Scholar

View Google Scholar Profile

Faouzi Alaya Cheikh Skills & Research Interests

Medical Image Processing and Analysis

Image Guided Intervention

Deep Learning

Autonomous Navigation

Video Surveillance Multi

Top articles of Faouzi Alaya Cheikh

Title

Journal

Author(s)

Publication Date

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

IEEE Transactions on Artificial Intelligence

P Lijin

Mohib Ullah

Anuja Vats

Faouzi Alaya Cheikh

G Santhosh Kumar

...

2024/2/1

Deep Learning for Multi-Label Learning: A Comprehensive Survey

Adane Nega Tarekegn

Mohib Ullah

Faouzi Alaya Cheikh

2024/1

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

Computers in Biology and Medicine

Congcong Wang

Meng Zhao

Chengguang Zhou

Nanqing Dong

Zohaib Amjad Khan

...

2023/11/27

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

Biomedical Signal Processing and Control

P Lijin

Mohib Ullah

Anuja Vats

FA Cheikh

G Santhosh Kumar

...

2024/7/1

Analyzing Data Modalities for Cattle Weight Estimation Using Deep Learning Models

Journal of Imaging

Hina Afridi

Mohib Ullah

Øyvind Nordbø

Solvei Cottis Hoff

Siri Furre

...

2024/3/21

Self-Supervised Learning for Swine Ear-Tag Classification with Attention Module Model

Thinh Pham-Duc

Mohib Ullah

Thuong Le-Tien

Faouzi Alaya Cheikh

Øyvind Nordbø

...

2023/11/25

Efficient Human Gait Activity Recognition Based on Sensor Fusion and Intelligent Stacking Framework

IEEE Sensors Journal

Adane Nega Tarekegn

Muhammad Sajjad

Faouzi Alaya Cheikh

Mohib Ullah

Khan Muhammad

2023/10/2

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

2023/9/11

Tracking-by-self detection: A self-supervised framework for multiple animal tracking

CB Dev Narayan

Fayaz Rahman

Mohib Ullah

Faouzi Alaya Cheikh

Ali Shariq Imran

...

2023/6/1

LPWAN Cyber Security Risk Analysis: Building a Secure IQRF Solution

Sensors

Mohammed Bouzidi

Ahmed Amro

Yaser Dalveren

Faouzi Alaya Cheikh

Mohammad Derawi

2023/2/12

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

Ruoyan Meng

Davit Aghayan

Egidijus Pelanis

Bjørn von Gohren Edwin

Faouzi Alaya Cheikh

...

2023

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

IEEE Access

Ningyang Li

Zhaohui Wang

Faouzi Alaya Cheikh

Mohib Ullah

2023/11/14

Cricket Shot Classification using Transformer

Muhammad Azhar

Mohib Ullah

Ali Shariq Imran

Muhammad Mudassar Yamin

Sher Muhammad Daudpota

...

2023/9/18

Centralized Attention Modules for Hyperspectral Remote Sensing Image Classification

Ningyang Li

Zhaohui Wang

Faouzi Alaya Cheikh

Mohib Ullah

2023/6/23

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

2023/5/19

Intelligent Image Super-Resolution for Vehicle License Plate in Surveillance Applications

Mathematics

Mohammad Hijji

Abbas Khan

Mohammed M Alwakeel

Rafika Harrabi

Fahad Aradah

...

2023/2/9

Workbook for e-Education: Children’s Online Handwriting Quality Analysis

Authorea Preprints

Hanen Akouaydi

Yahia Hamdi

Houcine Boubaker

Faouzi Alaya Cheikh

Adel M Alimi

2023/10/30

Underwater Object Detection using Image Enhancement and Deep Learning Models

Adane Nega Tarekegn

Faouzi Alaya Cheikh

Mohib Ullah

Erik Tobias Sollesnes

Cornelia Alexandru

...

2023/9/11

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

Adane Nega Tarekegn

Faouzi Alaya Cheikh

Muhammad Sajjad

Mohib Ullah

2023/6/18

A comprehensive survey on deep facial expression recognition: challenges, applications, and future guidelines

Muhammad Sajjad

Fath U Min Ullah

Mohib Ullah

Georgia Christodoulou

Faouzi Alaya Cheikh

...

2023/4/1

See List of Professors in Faouzi Alaya Cheikh University(Norges teknisk-naturvitenskaplige universitet)

Co-Authors

H-index: 41
Jon Yngve Hardeberg

Jon Yngve Hardeberg

Norges teknisk-naturvitenskaplige universitet

H-index: 29
Ridha Hamila

Ridha Hamila

Qatar University

H-index: 28
Habib Ullah

Habib Ullah

University of Ha'il

H-index: 26
Alain Trémeau

Alain Trémeau

Université Jean Monnet

H-index: 25
Ali Shariq Imran

Ali Shariq Imran

Norges teknisk-naturvitenskaplige universitet

H-index: 24
Mohib Ullah

Mohib Ullah

Norges teknisk-naturvitenskaplige universitet

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