HomeOur PeopleAcademic Staff

Assc. Prof. Dr. Nor Ashidi bin Mat Isa

B.Eng., Ph.D (USM)
Tel : 045996051
Email : This e-mail address is being protected from spambots. You need JavaScript enabled to view it
Website : http://ee.eng.usm.my/eeacad/shidi/

 

 

 

 

Specializations


- Artificial intelligence (intelligent system, neural network)
- Image processing (image reconstruction, noise filtering, enhancement, segmentation, features extraction)
- Biomedical engineering (intelligent disease diagnosis, medical imaging)
- Algorithm

Research Interest


- Color correction for digital color images
- Improvement of quality and contrast of underwater images
- Development of intelligent diagnostic system for disease (i.e. cervical cancer, breast cancer, malaria parasite,
sperm & infertility, etc)
- Dmage restoration for consumer electronics application
- Improvement of clustering based segmentation technique for medical images application
(i.e. microscopic, x-ray, ultrasound etc)

Selected Publications


Nor Ashidi Mat Isa, Mohd Yusoff Mashor and Nor Hayati Othman, 'An Automated Cervical Pre-Cancerous Diagnostic System', ELSEVIER Artificial Intelligence in Medicine, Volume 42, No. 1. pp. 1-11. January 2008. ISSN 0933-3657.

Mohammad Subhi Al-Batah, Nor Ashidi Mat Isa, Kamal Zuhairi Zamli, Zamani Md Sani and Khairun Azizi Azizli, ‚A Novel Aggregate Classification Technique Using Moment Invariants and Cascaded Multilayered Perceptron Network', ELSEVIER Int. Journal of Mineral processing, Vol. 92. No. 1-2, pp. 92 – 102, 2009.

Nor Ashidi Mat Isa, Samy A. Salamah and Umi Kalthum Ngah,'Adaptive Fuzzy Moving K-Means Clustering Algorithm for Image Segmentation', IEEE Transaction on Cosumer Electronic, Vol. 55, No. 4, pp 2145 – 2153. November 2009.

Mohammad Subhi Al-Batah, Nor Ashidi Mat Isa, Kamal Zuhairi Zamli and Khairun Azizi Mohd Azizli, 'Modified Recursive Least Square to Train Hybrid Multilayered Perceptron Network', ELSEVIER Applied Soft Computing, Vol. 10, No. 1, pp. 236 - 244, January 2010.

Kenny Kal Vin Toh and Nor Ashidi Mat Isa, 'Noise Adaptive Fuzzy Switching Median Filter for Salt-and-Pepper Noise Reduction', IEEE Signal Processing Letters. Vol. 17, No. 3, pp. 281-284, March 2010.

Kenny Kal Vin Toh and Nor Ashidi Mat Isa, 'Clustering-based fuzzy switching median filter for universal impulse noise reduction', IEEE Trans. on Consumer Electronics. Vol. 56. No. 4. pp. 2560-2568. 2010.

Siti Noraini Sulaiman and Nor Ashidi Mat Isa, 'Adaptive Fuzzy-K-means Clustering Algorithm for Image Segmentation', IEEE Transaction on Consumer Electronics. Vol. 56. No. 4. pp. 2661-2668. 2010.

Nor Ashidi Mat Isa and Wan Mohd Fahmi Wan Mamat, 'Clustered-Hybrid Multilayered Perceptron Network for Pattern Recognition Application', ELSEVIER Applied Soft Computing, Vol. 11, No. 1, pp 1457-1466. January 2011,

Tan Khang Siang and Nor Ashidi Mat Isa, 'Color Image Segmentation Using Histogram Thresholding – Fuzzy C-means Hybrid Approach', ELSEVIER Pattern Recognition, Vol. 44, No. 1, pp. 1-15, January 2011.

Oong Tatt Hee & Nor Ashidi Mat Isa, 'Adaptive Evolutionary Artificial Neural network for Pattern Classification' accepted for publication in IEEE Transaction on Neural Networks, 16 September 2011.

Grants


"Development of a Low Cost Intelligent Rapid Diagnostic System for Cervical Cancer" (under program research: Cancer of the Cervix – Understanding Its Pathologenesis, Developing Its Screening, Preventive and Treatment Strategy). IRPA Prioritized Research Grant, Ministry of Science, Technology and Innovation (MOSTI), Malaysia. RM 342,920.00. 1 September 2003 – 31 August 2006.

Development of an Automatic Real Time Intelligent Aggregate Classification System Based on Image Processing and Neural Network, ScienceFund, Ministry of Science, Technology and Innovation (MOSTI), Malaysia, RM 150,995.00. December 2006 – October 2008.

Development of a New Architecture and Learining Algorithm of Artificail Neural networks for Determination of Potential Drug in Herbal Medicine, ScienceFund, Ministry of Science, Technology and Innovation (MOSTI), Malaysia, RM 138,640.00, October 2007 – April 2009.

Investigation of mammogram Images Characteristics for Medical Imaging Application, Fundamental Research Grant Scheme (FRGS), Ministry of Higher Education (MOHE), Malaysia, RM50,000.00. 15 October 2007 – 15 October 2009.

Development of an Intelligent Screening System for Cervical Cancer , National Cancer Council Malaysia (Majlis Kanser Nasional (MAKNA)) Cancer Research Collaboration Grant, RM210,000.00, September 2007 - September 2011.

Study on Capability of Fourier Transform Infrared (FTIR) Spectral Characteristics for Development of Intelligent Cervical Precancerous Diagnostic System, Research University Grant, RM 235,408.00, 1 April 2010 – 31 March 2012.

Fuzzy Logic Based Segmentation Technique for Determination of Breast Tumour on Mammogram Image, Short Term USM, RM 39,970.00, 15 May 2011 – 14 May 2013.

Investigation of New Color Image Illumination Estimation Concept for Development of New Color Correction Techniques, Fundamental Research Grant Scheme (FRGS) – Ministry of Higher Education (MOHE), RM 136,000.00, 1 August 2011 – 31 July 2013.

 

Engineering Education papers

mod_vvisit_countermod_vvisit_countermod_vvisit_countermod_vvisit_countermod_vvisit_countermod_vvisit_counter
mod_vvisit_counterToday148
mod_vvisit_counterYesterday305
mod_vvisit_counterThis week570
mod_vvisit_counterLast week1695
mod_vvisit_counterThis month453
mod_vvisit_counterLast month7771
mod_vvisit_counterAll days214338

We have: 6 guests, 1 bots online
Your IP: 50.17.79.35
 , 
Today: Sep 02, 2014