Image Super-Resolution Model Enhancement Project - Matlab Code Needed

I'm seeking a proficient researcher and MATLAB expert who can assist in developing a research proposal aimed at enhancing Image Super-Resolution (SR) models. The proposed research should aim to tackle existing limitations such as high computational complexity, restricted upscaling factors, and inadequate restoration quality.

Key Responsibilities:

Research Proposal Development: Formulate a comprehensive proposal targeting the improvement of SR models.

MATLAB Implementation: Implement the proposed model in MATLAB, ensuring it can be validated against current leading SR models.

Model Validation: The model should be tested on BSD200, BSD100, and URBAN100 datasets.

Algorithm Development: Create a low-complexity SR algorithm that offers improved computational efficiency.

Performance Optimization: The model should ensure quicker convergence and superior image restoration accuracy using optimized learning strategies.

Benchmark Comparison: Results should be compared against benchmark models to demonstrate improvements in accuracy, speed, and generalization.

Ideal Candidate:
The ideal candidate for this project should have a strong background in image processing and machine learning. Proficiency in MATLAB is a must. Experience with developing and validating SR models will be highly beneficial. The candidate should also have excellent research and proposal writing skills. The ability to present complex information clearly and concisely will be crucial for the successful completion of this project.