Research

Computer Vision, Image Processing, Object Class Recognition, Texture Classification, Digital Watermarking, Machine Learning, Information Retrieval.

1. A new Secure Hybrid SVD-Based Image Watermarking Scheme for Copyright Protection- 01/10/2015 till 30/09/2017, RM 20,000, RDU University Grant ( Research Leader)

2. Designing a New Discriminative Texture Image Descriptor for Texture, Scene and Medical Image Classification- 25/05/2016 till 24/05/2018, RM 28,000, RDU University Grant (Research Leader)

3. New Hyperbox Selection Rule and Pruning Strategy Methods to Enhance the Fuzzy Min-Max Neural Network for Pattern Classification- 01/08/2016 till 31/07/2018, RM 62,400, FRGS Ministry Grant ( Research Member)

4. Fuzzy Min-Max (FMM) Neural Network based on New Pruning Strategy Method for Pattern Classification- 25/05/2016 till 24/05/2018, RM 25,400, RDU University Grant ( Research Member) .

5.A New Method to Reduce the Fuzzy Min-Max (FMM) Neural Network Complexity- 01/10/2015 till 30/09/2017, RM 25, 000, RDU University Grant ( Research Member) .

6. Modified Greedy Algorithm Strategy for Combinatorial Testing Problem with Constraints Supports- 29/06/2016 till 28/06/2018, RM 24,300, RDU University Grant ( Research Member) .

7. Energy and Mobility Awareness Multipath Routing Protocol for Large-Scale Smart City Deployments- 01/01/2017 till 01/01/2019, RM 23,250, RDU University Grant ( Research Member) .

1. Speckle Noise Reduction Method Based On Fuzzy Approach For Synthetic Aperture Radar Image- 01/12/2013 till 31/08/2016, RM 68,000.00, FRGS Ministry Grant- ( Research Member). 2. Input-Output Relations Harmony Search T-way Testing Strategy- 01/09/2013 till 31/05/2016, RM 90, 500, FRGS Ministry Grant- ( Research Member)