Downloads: 140 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper | Neural Networks | Iraq | Volume 8 Issue 8, August 2019
Deep Learning Employ for Low-Light Image Enhancement
Huda Dhari | Prof. Dr. Jameelah Harbi
Abstract: Images captured under low light situations suffer from low contrast and low visibility which can effect in bad manner on computer tasks to overcome this problem, enhancing low light image needed as pre-processing. This paper is presented a trainable model for low light image enhancing. It is based on multi scale Retinex by using deep learning and convolutional neural network (CNN) algorithm. Public (LOL) dataset has been used to train this model, consisted from 500 colored, low light images. Convolutional neural network bullied-up from eleven layers. SSIM and PSNR has been used to evaluate this model showing that average value of SSIM is (o.8) and average value of PSNR is and (21).
Keywords: Deep Leaning, Convolutional Neural Network, Low-light image, Retinex
Edition: Volume 8 Issue 8, August 2019,
Pages: 994 - 999
Similar Articles with Keyword 'Convolutional Neural Network'
Downloads: 0
Research Paper, Neural Networks, United Kingdom, Volume 11 Issue 1, January 2022
Pages: 328 - 338News Articles Tag Categorization using Neural Networks and Natural Language Processing
Ganesh Manohar Bhat
Downloads: 3 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Neural Networks, India, Volume 10 Issue 7, July 2021
Pages: 907 - 910Cassava Plant Leaf Disease Detection
Yogeshwar Shendye