Areas of Research Interest:

• Medical Image Processing
• Machine Learning
• Deep Learning
• High Performance Computing

Contributions to Teaching:

• Assistant Professor, Department of Information Technology, Kannur University (08-07-2022 to till date)
• Assistant Professor, Department of Information Technology, Kannur University (05-11-2012 to 31-05-2014)
  

International Journals

[01]. Wahid, F., Sugandhi, K. and Raju, G (2021). A Fusion Based Approach for Blood Vessel Segmentation from Fundus Images by Separating Brighter Optic Disc. Pattern Recognition and Image Analysis. 31(4),p. 811–820.

[02]. Sugandhi, K., Wahid, F., and Raju, G. (2021). Statistical features from frame aggregation and differences for human gait recognition. Multimedia Tools and Applications, 80(3–4), p.1-20.

[03]. Wahid, F., et al. (2021). A Novel Threshold based Method for Vessel Intensity Detection and Extraction from Retinal Images. International Journal of Advanced Computer Science and Applications 12(6), p.66-75.[04]. Wahid, F., Sugandhi, K. and Raju, G. (2020). CUDA Implementation of Non local Means Algorithm for GPU Processors. Indian Journal of Computer Science and Engineering 11(1), p.546-554.

[05]. Sugandhi, K., Wahid, F., Nikesh, P. and Raju, G. (2019). An overlap-based human gait cycle detection. International Journal of Biometrics, 11(2), p.148.

[06]. Wahid, F., Sugandhi, K. and Raju, G. (2018). Cluster-based non-local filters for colour image denoising. International Journal of Digital Signals and Smart Systems, 2(3), p.185.

[07]. Sugandhi K, Wahid, F., Raju G. (2017) Cluster Based Non-Local Approaches for MR Image de-noising. International Journal of Engineering and Future Technology, Ceser Publications, 14(1), 24 38,http://www.ceser.in/ceserp/index.php/IJEFT/article/view/4679

Book Chapters

[08]. Wahid, F. and Raju, G. (2020). Diabetic Retinopathy Detection Using Convolutional Neural Network—A Study. Lecture Notes in Networks and Systems, 132, pp.127-133.

[09]. Wahid, F. and Raju, G. (2019). An Efficient Preprocessing Step for Retinal Vessel Segmentation via Optic Nerve Head Exclusion. Communications in Computer and Information Science, 1046, pp.228-239.

[10]. Wahid, F., Sugandhi, K. and Raju, G. (2018). Two Stage Histogram Enhancement Schemes to Improve Visual Quality of Fundus Images. Communications in Computer and Information Science, 905, pp.1-11.

[11]. Raju, G., Wahid, F. and Sugandhi, K. (2017). Additive Noise Removal by Combining Non Local Means Filtering and a Local Fuzzy Filter – A Fusion Approach. Communications in Computer and Information Science, 721, pp.30-39.

[12]. Sugandhi, K, Wahid, F. and Raju, G. (2017). Feature Extraction Methods for Human Gait Recognition– A Survey. Communications in Computer and Information Science, 721, pp.377-385.