Low-light image enhancement via a deep hybrid network

W Ren, S Liu, L Ma, Q Xu, X Xu, X Cao… - … on Image Processing, 2019 - ieeexplore.ieee.org
… a trainable hybrid network to enhance the visibility of such degraded images. The proposed
… In contrast to previous works, we propose a novel hybrid network consisting of content and …

Divide and conquer: Ill-light image enhancement via hybrid deep network

R Khan, Y Yang, Q Liu, ZH Qaisar - Expert Systems with Applications, 2021 - Elsevier
… a deep-hybrid ill-light image enhancement method and propose a contrast enhancement
on the above analysis, we propose a hybrid deep convolutional network for ill-light image

A deep hybrid few shot divide and glow method for ill-light image enhancement

R Khan, Q Liu, Y Yang - IEEE Access, 2021 - ieeexplore.ieee.org
… the first method for enhancing low and ill-light images by using a deep-hybrid FSDG-Net,
which … On the other, our FSDG-Net is a hybrid network with a fraction of seconds training time. …

[HTML][HTML] Low-light image enhancement using hybrid deep-learning and mixed-norm loss functions

JG Oh, MC Hong - Sensors, 2022 - mdpi.com
… light image enhancement method using a hybrid deep-learning network and mixed-norm loss
functions, in which the network … the hybrid net consists of a decomposition-net, illuminance …

SSNET: an improved deep hybrid network for hyperspectral image classification

A Paul, S Bhoumik, N Chaki - Neural Computing and Applications, 2021 - Springer
… Classification is one of the most important task in hyperspectral image processing. In the last
few … extract features from hyperspectral images (HSI). A novel deep learning framework is …

Hybrid image enhancement with progressive laplacian enhancing unit

J Huang, Z Xiong, X Fu, D Liu, ZJ Zha - Proceedings of the 27th ACM …, 2019 - dl.acm.org
… , we propose a novel hybrid network with Laplacian enhancing unit for image enhancement.
We … We propose a novel hybrid network with the Laplacian Enhancing Unit (LEU) and the …

Improving face recognition systems using a new image enhancement technique, hybrid features and the convolutional neural network

MO Oloyede, GP Hancke, HC Myburgh - Ieee Access, 2018 - ieeexplore.ieee.org
… , which comprises an effective image enhancement technique for face image preprocessing,
alongside a new set of hybrid features. Our image enhancement technique adopts the use …

[HTML][HTML] DMPH-Net: a deep multi-scale pyramid hybrid network for low-light image enhancement with attention mechanism and noise reduction

M He, R Wang, Y Wang, F Zhou, N Guo - … , Image and Video Processing, 2023 - Springer
… Aiming at the problems of color bias and noise enhancement on the output image by …
image enhancement algorithm, we propose a deep multi-scale pyramid hybrid network (DMPH-Net

A hybrid image enhancement based brain MRI images classification technique

Z Ullah, MU Farooq, SH Lee, D An - Medical hypotheses, 2020 - Elsevier
… using histogram equalization technique and image conversion from gray-scale to RGB.
After image enhancement, we extract features from an enhanced MR brain image using a …

Hybrid retinal image enhancement algorithm for diabetic retinopathy diagnostic using deep learning model

SH Abbood, HNA Hamed, MSM Rahim… - IEEE …, 2022 - ieeexplore.ieee.org
… our phase of image enhancement using two benchmarking datasets. … a hybrid image
enhancement algorithm for color fundus images to boost the image contrast and improve the image