[HTML][HTML] Low-illumination image enhancement based on deep learning techniques: a brief review

H Tang, H Zhu, L Fei, T Wang, Y Cao, C Xie - Photonics, 2023 - mdpi.com
As a critical preprocessing technique, low-illumination image enhancement has a wide
range of practical applications. It aims to improve the visual perception of a given image …

[HTML][HTML] An Apple Detection and Localization Method for Automated Harvesting under Adverse Light Conditions

G Zhang, Y Tian, W Yin, C Zheng - Agriculture, 2024 - mdpi.com
The use of automation technology in agriculture has become particularly important as global
agriculture is challenged by labor shortages and efficiency gains. The automated process for …

DA-DRN: A degradation-aware deep Retinex network for low-light image enhancement

X Wei, X Lin, Y Li - Digital Signal Processing, 2024 - Elsevier
This paper proposes a Degradation-Aware Deep Retinex Network (DA-DRN) for enhancing
low-light images. DA-DRN is composed of a decomposition U-Net and an enhancement U …

SARN: A lightweight stacked attention residual network for low-light image enhancement

X Wei, X Zhang, Y Li - 2021 6th International Conference on …, 2021 - ieeexplore.ieee.org
Low-light Image suffers from low contrast and brightness. If we increase the brightness of the
image, the noise hidden in the dark regions will be amplified, and color and detail …

Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays

X Wei, X Niu, X Zhang, Y Li - … Conference on Big Data (Big Data …, 2022 - ieeexplore.ieee.org
Computer-aided X-ray pneumonia lesion recognition is important for accurate diagnosis of
pneumonia. With the emergence of deep learning, the identification accuracy of pneumonia …

Dikkat Mekanizmalarının Düşük Aydınlıklı Görüntü İyileştirme Üzerindeki Etkileri

M Onat, S Çiftçi - Batman Üniversitesi Yaşam Bilimleri Dergisi, 2023 - dergipark.org.tr
Düşük aydınlıklı görüntü iyileştirme problemi bilgisayarlı görü alanında yaygın olarak
çalışılmış olsa da hala renk sapmaları konusu tam olarak çözülebilmiş değildir. Bu …

Learning Deep Discriminative Features for Retinal Vessel Segmentation

X Wei - 2023 - escholarship.mcgill.ca
La plupart des méthodes existantes basées sur l'apprentissage en profondeur pour la
segmentation des vaisseaux négligent deux aspects importants des vaisseaux rétiniens …

DÜŞÜK AYDINLIKLI GÖRÜNTÜ İYİLEŞTİRMEDE DİKKAT MEKANİZMALARININ ETKİLERİ

M ONAT - 2023 - acikerisim.harran.edu.tr
Bilgisayarlı görü çalışmalarının başarısını önemli ölçüde artıracak olan girdi görüntülerinin
netliği, kameraların doğal sahnelerin doyum noktalarına erişemediklerinden ötürü …