NTIRE 2021 challenge on image deblurring

S Nah, S Son, S Lee, R Timofte… - Proceedings of the …, 2021 - openaccess.thecvf.com
Motion blur is a common photography artifact in dynamic environments that typically comes
jointly with the other types of degradation. This paper reviews the NTIRE 2021 Challenge on …

A Critical Review of Artificial Intelligence Based Approaches in Intrusion Detection: A Comprehensive Analysis

S Muneer, U Farooq, A Athar… - Journal of …, 2024 - Wiley Online Library
Intrusion detection (ID) is critical in securing computer networks against various malicious
attacks. Recent advancements in machine learning (ML), deep learning (DL), federated …

Intrusion detection system for IoT based on deep learning and modified reptile search algorithm

A Dahou, M Abd Elaziz, SA Chelloug… - Computational …, 2022 - Wiley Online Library
This study proposes a novel framework to improve intrusion detection system (IDS)
performance based on the data collected from the Internet of things (IoT) environments. The …

Boosting COVID-19 image classification using MobileNetV3 and aquila optimizer algorithm

M Abd Elaziz, A Dahou, NA Alsaleh, AH Elsheikh… - Entropy, 2021 - mdpi.com
Currently, the world is still facing a COVID-19 (coronavirus disease 2019) classified as a
highly infectious disease due to its rapid spreading. The shortage of X-ray machines may …

NTIRE 2022 challenge on perceptual image quality assessment

J Gu, H Cai, C Dong, JS Ren… - Proceedings of the …, 2022 - openaccess.thecvf.com
This paper reports on the NTIRE 2022 challenge on perceptual image quality assessment
(IQA), held in conjunction with the New Trends in Image Restoration and Enhancement …

[PDF][PDF] NTIRE 2021 nonhomogeneous dehazing challenge report

CO Ancuti, C Ancuti, FA Vasluianu… - Proceedings of the …, 2021 - openaccess.thecvf.com
This work reviews the results of the NTIRE 2021 Challenge on Non-Homogeneous
Dehazing. The proposed techniques and their results have been evaluated on a novel …

NTIRE 2021 challenge on high dynamic range imaging: Dataset, methods and results

E Pérez-Pellitero, S Catley-Chandar… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper reviews the first challenge on high-dynamic range (HDR) imaging that was part
of the New Trends in Image Restoration and Enhancement (NTIRE) workshop, held in …

NTIRE 2022 challenge on high dynamic range imaging: Methods and results

E Pérez-Pellitero, S Catley-Chandar… - Proceedings of the …, 2022 - openaccess.thecvf.com
This paper reviews the challenge on constrained high dynamic range (HDR) imaging that
was part of the New Trends in Image Restoration and Enhancement (NTIRE) workshop, held …

Medical Image Classification Utilizing Ensemble Learning and Levy Flight‐Based Honey Badger Algorithm on 6G‐Enabled Internet of Things

M Abd Elaziz, A Mabrouk, A Dahou… - Computational …, 2022 - Wiley Online Library
Recently, the 6G‐enabled Internet of Medical Things (IoMT) has played a key role in the
development of functional health systems due to the massive data generated daily from the …

NTIRE 2021 learning the super-resolution space challenge

A Lugmayr, M Danelljan… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
This paper reviews the NTIRE 2021 challenge on learning the super-Resolution space. It
focuses on the participating methods and final results. The challenge addresses the problem …