3 papers
stat.AP2025
Estimation of Piecewise Continuous Regression Function in Finite Dimension using Oblique Regression Tree with Applications in Image Denoising
Subhasish Basak, Anik Roy, Partha Sarathi Mukherjee
Decision trees are one of the most widely used nonparametric methods for regression and classification. In existing literature, decision tree-based methods have been used for estim…
stat.AP2025
An Efficient Image Denoising Method Integrating Multi-resolution Local Clustering and Adaptive Smoothing
Subhasish Basak, Partha Sarathi Mukherjee
The importance of developing efficient image denoising methods is immense especially for modern applications such as image comparisons, image monitoring, medical image diagnostics,…
stat.AP2025
Monitoring of Drift Patterns in Image Data
Subhasish Basak, Anik Roy, Partha Sarathi Mukherjee
Sequential monitoring of images has broad applications across various domains, including climate science, ecosystem monitoring, medical diagnostics, and so forth. In many such appl…