Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Cost-efficient compressive sensing of large-scale images with quickly reconstructed high-quality results is very challenging. ,  present an algorithm to solve convex optimization via the tree structure sparsity pattern, which can be run in the operator to reduce computation cost and maintain good quality, especially for large-scale images.  also provide convergence analysis and convergence rate analysis for the proposed method. The feasibility of our method is verified through simulations and comparison with the state-of-the-art algorithms.
['Wei-Jie Liang', 'Gang-Xuan Lin', 'Chun-Shien Lu']
I am writing a research paper on a idea Tree Structure Sparsity Pattern Guided Convex Optimization for Compressive Sensing of Large-Scale Images
[{"from": "human", "value": "I am writing a research paper on a idea Tree Structure Sparsity Pattern Guided Convex Optimization for Compressive Sensing of Large-Scale Images"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Cost-efficient compressive sensing of large-scale images with quickly reconstructed high-quality results is very challenging. ,  present an algorithm to solve convex optimization via the tree structure sparsity pattern, which can be run in the operator to reduce computation cost and maintain good quality, especially for large-scale images.  also provide convergence analysis and convergence rate analysis for the proposed method. The feasibility of our method is verified through simulations and comparison with the state-of-the-art algorithms."}]