Current trends and advances in image quality assessment

K Okarma - Elektronika ir Elektrotechnika, 2019 - eejournal.ktu.lt
Image quality assessment (IQA) is one of the constantly active areas of research in computer
vision. Starting from the idea of Universal Image Quality Index (UIQI), followed by well …

Gap-closing matters: Perceptual quality evaluation and optimization of low-light image enhancement

B Chen, L Zhu, H Zhu, W Yang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
There is a growing consensus in the research community that the optimization of low-light
image enhancement approaches should be guided by the visual quality perceived by end …

Person re-identification with features-based clustering and deep features

M Fayyaz, M Yasmin, M Sharif, JH Shah… - Neural Computing and …, 2020 - Springer
Person re-identification (ReID) is an imperative area of pedestrian analysis and has practical
applications in visual surveillance. In the person ReID, the robust feature representation is a …

Medicinal plants recognition using heterogeneous leaf features: an intelligent approach

M Sharma, N Kumar, S Sharma, S Kumar… - Multimedia Tools and …, 2024 - Springer
In this research, an intelligent approach for the identification of Indian medicinal plant leaves
is presented. Herein, heterogeneous features extracted from leaves of Indian medicinal …

Full reference image quality assessment based on convolutional neural network

X Xu, P Ye - US Patent 9,741,107, 2017 - Google Patents
Embodiments generally relate to providing systems and methods for assessing image
quality of a distorted image relative to a reference image. In one embodiment, the system …

Subspace-guided GAN for realistic single-image dehazing scenarios

I Kajo, M Kas, A Chahi, Y Ruichek - Neural Computing and Applications, 2024 - Springer
Single-image haze removal is an essential preprocessing phase in many object detection
and segmentation approaches. Recently, end-to-end deep learning-based approaches …

Debiased map** for full-reference image quality assessment

B Chen, H Zhu, L Zhu, S Wang, J Pan… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
An ideal full-reference image quality (FR-IQA) model should exhibit both high separability for
images with different quality and compactness for images with the same or indistinguishable …

[HTML][HTML] No-reference quality evaluation of realistic hazy images via singular value decomposition

I Kajo, A Chahi, M Kas, Y Ruichek - Neurocomputing, 2024 - Elsevier
Haze is one of the atmospheric image degradations that causes severe distortions to
outdoor images such as low contrast, color shift, and structure damage. Due to the unique …

[HTML][HTML] A no reference image quality assessment metric based on visual perception

Y Fu, S Wang - Algorithms, 2016 - mdpi.com
Nowadays, how to evaluate image quality reasonably is a basic and challenging problem. In
view of the present no reference evaluation methods, they cannot reflect the human visual …

SSVD: Structural SVD-based image quality assessment

A Mansouri, A Mahmoudi-Aznaveh - Signal Processing: Image …, 2019 - Elsevier
In the last decade, some impressive image quality metrics have been proposed; however,
designing an image quality metric which predicts human judgments is still a challenging …