Effect of image resolution on intensity based scene illumination classification using neural network

MH Hesamian, S Mashohor, MI Saripan… - The Imaging Science …, 2015 - Taylor & Francis
In this paper, a framework for testing scene illumination classification with different image
resolutions is proposed. The testing aims to provide the researchers with valuable …

Illumination classification based on no-reference image quality assessment (nr-iqa)

SMZSZ Ariffin, N Jamil - Proceedings of the 2019 Asia Pacific Information …, 2019 - dl.acm.org
In this paper, we propose an approach to categorize an image's illumination using no-
reference image quality assessment metric (NR-IQA). Two NR-IQA metric (image entropy …

Performance of various training algorithms on scene illumination classification

MH Hesamian, S Mashohor, MI Saripan… - 2015 IEEE Student …, 2015 - ieeexplore.ieee.org
The increasing number of training algorithms along with their convincing results will make
this question that which algorithm will be more efficient. This study aims to perform some …

Designing the Network Topology of Feedforward Neural Network for Scene Illumination Classification

MH Hesamian, S Mashohor, MI Saripan… - Advanced Science …, 2017 - ingentaconnect.com
Determining the topology of network as one of the objectives of ANN systems, is not
following any certain rules or algorithms but still there are several hints which help us to …