PSM--Softwares

Roy, A.^* and Mukherjee, P.S. "A Registration-free Approach for Image Monitoring", Statistics and Computing, 2026, 36(20), 1--20. [Link] [Computer Codes]
Roy, A.^* and Mukherjee, P.S. "Upper quantile-based CUSUM-type control chart for detecting small changes in image data", Journal of Applied Statistics, 2025, 52(11), 2156--2171. [Link] [Computer Codes]
Roy, A.^* and Mukherjee, P.S. "Image Comparison Based On Local Pixel Clustering", Technometrics, 2024, 66(4), 495--506. [Link][Computer Codes]
Roy, A.^* and Mukherjee, P.S. "A control chart for monitoring images using jump location curves", Quality Engineering, 2024, 36(2), 439--452. [Link] [Computer Codes]

^* doctoral student

Das, S.^* and Mukherjee, P.S. "Image Registration for Zooming Using Similarity Matching", Journal of Data Science, 2024, 22(4), 558--574. [Link] [Computer Codes]
Das, S.^*, Roy, A.^* and Mukherjee, P.S. "Image registration for zooming: A statistically consistent local feature mapping approach", Stat, 2024, 13(1), e664. [Link] [Computer Codes]

^* doctoral student

Basak, S.^*, Roy, A.^* and Mukherjee, P.S. "Estimation of Piecewise Continuous Regression Function in Finite Dimension using Oblique-axis Regression Tree with Applications in Image Denoising", Statistica Sinica, To appear. DOI: 10.5705/ss.202025.0120. [Link] [Supplementary] [Computer Codes]

^* doctoral student

Kang, Y., Mukherjee, P.S. and Qiu, P. "Efficient Blind Image Deblurring Using Nonparametric Regression And Local Pixel Clustering", Technometrics, 2018, 60(4), 522--531. [Link] [Computer Codes]

Basak, S.^* and Mukherjee, P.S. "An Efficient Image Denoising Method Integrating Multi-resolution Local Clustering and Adaptive Smoothing", Statistical Methods & Applications, 2025, 34(4), 767--785. [Link] [Computer Codes]
Mukherjee, P.S. "A multi-resolution and adaptive 3-D image denoising framework with applications in medical imaging," Signal, Image and Video Processing, 2017, 11(7), 1379--1387. [Link] [Computer Codes]
Mukherjee, P.S. and Qiu, P., "Image Denoising by a Local Clustering Framework," Journal of Computational and Graphical Statistics, 2015, 24(1), 254--273. [Link] [Computer Codes]
Mukherjee, P.S. and Qiu, P., "3-D Image Denoising By Local Smoothing And Nonparametric Regression," Technometrics, 2011, 53(2), 196--208. [Link] [Computer Codes]

^* doctoral student