Academic Profile :

Academic Positions:

• Professor: Interdisciplinary Statistical Research Unit, Indian Statistical Institute, Kolkata, India, February 2026 -- Present.
• ​Associate Professor: Interdisciplinary Statistical Research Unit, Indian Statistical Institute, Kolkata, India, June 2019 -- January 2026.
• Associate Professor (Tenured): Department of Mathematics, Boise State University, USA, August 2017 -- May 2019.
• Assistant Professor (Tenure-track): Department of Mathematics, Boise State University, USA, July 2012 -- August 2017.
• Post Doctoral Research Associate: Department of Biotatistics, The University of North Carolina at Chapel Hill, USA, September 2011 -- July 2012.

Education:

• Ph.D. in Statistics: Department of Statistics, University of Minnesota, Twin Cities, USA, 2006 -- August 2011.
• Master of Science in Statistics: Department of Statistics, University of Minnesota, Twin Cities, USA, 2006 -- 2010.
• Master of Statistics with specialization in Biostatistics and Data Analysis: Indian Statistical Institute, Kolkata, India, 2004 -- 2006.
• Bachelor of Statistics with honours: Indian Statistical Institute, Kolkata, India, 2001 -- 2004.

Publications :

Please click "here" for the personal webpapge which contains the complete list of publications.

Selected Publications: (* denotes doctoral student)

Topic: Statistical image comparison and monitoring

• Roy, A.* and Mukherjee, P.S. "A Registration-free Approach for Image Monitoring", Statistics and Computing, 2026, 36(20), 1--20. [Link]
• 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]
• Roy, A.* and Mukherjee, P.S. "Image Comparison Based On Local Pixel Clustering", Technometrics, 2024, 66(4), 495--506. [Link]
• Roy, A.* and Mukherjee, P.S. "A control chart for monitoring images using jump location curves", Quality Engineering, 2024, 36(2), 439--452. [Link]

Topic: Statistical image registration

• 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]
• Das, S.* and Mukherjee, P.S. "Image Registration for Zooming Using Similarity Matching", Journal of Data Science, 2024, 22(4), 558--574. [Link]

Topic: Statistical image denoising and deblurring

• Kang, Y., Roy, A.* and Mukherjee, P.S. "Adaptive Blind Image Deblurring and Denoising", Scandinavian Journal of Statistics, 2026, 53(1), 413--441. [Link]
• 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]
• 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]
• 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]
• 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]
• Mukherjee, P.S. and Qiu, P. "Efficient Bias Correction For Magnetic Resonance Image Denoising," Statistics in Medicine, 2013, 32(12), 2079--2096. [Link]
• Qiu, P. and Mukherjee, P.S. "Edge Structure Preserving 3-D Image Denoising By Local Surface Approximation," IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34(8), 1457--1468. [Link]
• Mukherjee, P.S. and Qiu, P. "3-D Image Denoising By Local Smoothing And Nonparametric Regression," Technometrics, 2011, 53(2), 196--208. [Link]
• Qiu, P. and Mukherjee, P.S. "Edge Structure Preserving Image Denoising," Signal Processing, 2010, 90(10), 2851--2862. [Link]

​Topic: Jump regression analysis using regression trees

• 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. [PDF]

​Topic: Statistical process control

• Mukherjee, P.S. "On phase II monitoring of the probability distributions of univariate continuous processes," Statistical Papers, 2016, 57(2), 539--562. [Link]

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Topic: Applications of statistics and machine learning techniques in civil engineering

• Gajurel, A., Chittoori, B., Mukherjee, P.S., and Sadegh, M. "Machine learning methods to map stabilizer effectiveness based on common soil properties", Transportation Geotechnics, 2021, 27, Article 100506. [Link]

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Topic: Applications of statistical tools in immusciences research

• Vojdani, A., Mukherjee, P.S., Berookhim, J. and Kharrazian, D. "Detection of antibodies against human and plant aquaporins in patients with multiple sclerosis," Autoimmune Diseases, 2015, Article ID 905208. [Link]
• Vojdani, A., Kharrazian, D. and Mukherjee, P.S., "Elevated levels of antibodies against xenobiotics in a subgroup of healthy subjects," Journal of Applied Toxicology, 2015, 35(4), 383--397. [Link]
• Vojdani, A., Kharrazian, D. and Mukherjee, P.S., "The Prevalence of Antibodies against Wheat and Milk Proteins in Blood Donors and their Contribution to Neuroimmune Reactivities," Nutrients, 2014, 6(1), 15--36. [Link]

Topic: Applications of statistical tools in the research on the effects of air pollution on human health

• Calderon-Garciduenas, L., Torres-Solorio, A.K., Kulesza, R., Torres-Jardon, R., Gonzalez-Gonzalez, L.O., Garcia-Arreola, B., Chavez-Franco, D.A., Luevano-Castro, S.C., Hernandez-Castillo, A., Carlos-Hernandez, E., Solorio-Lopez, E., Crespo-Cortes, C.N., Garcia-Rojas, E., Mukherjee, P.S., and Research Universidad del Valle de Mexico UVM Group. "Gait and balance disturbances are common in young urbanites and associated with cognitive impairment. Air pollution and the historical development of Alzheimer's disease in the young." Environmental Research, 2020, 191, Article 110087. [Link]
• Calderon-Garciduenas, L., Gonzalez-Maciel, A., Mukherjee, P.S., Reynoso-Robles, R., Perez-Guille, B., Gayosso-Chavez, C., Torres-Jardon, R., Cross, J.V., Ahmed, I.A., Karloukovski, V.V., and Maher, B.A. "Combustion- and friction-derived magnetic air pollution nanoparticles in human hearts," Environmental Research, 2019, 176, Article 108567. [Link]
• Calderon-Garciduenas, L., Gonzalez-Maciel, A., Reynoso-Robles, R., Delgado-Chavez, R., Mukherjee, P.S., Kulesza, R.J., Torres-Jardon, R., Avila-Ramirez, J. and Villarreal-Rios, R. "Hallmarks of Alzheimer disease are evolving relentlessly in Metropolitan Mexico City infants, children and young adults. APOE4 carriers have higher suicide risk and higher odds of reaching NFT stage V at ≤ 40 years of age," Environmental Research, 2018, 164, 475--487. [Link]
• Calderon-Garciduenas, L., Reynoso-Robles, R., Vargas- Martinez, J., Gomez-Maqueo-Chew, A., Perez-Guille, B., Mukherjee, P.S., Torres-Jardon, R., Perry, G. and Gonzalez-Maciel, A. "Prefrontal white matter pathology in air pollution exposed Mexico City young urbanites and their potential impact on neurovascular unit dysfunction and the development of Alzheimer's disease," Environmental Research, 2016, 146, 404--417. [Link]
• Calderon-Garciduenas, L., Vojdani, A., Busch, E.B., Busch, Y., Friedle, A., Franco-Lira, M., Mukherjee, P.S., Park, S.B., Torres-Jardon, R. and D'Angiulli, A., "Air pollution and children: Neural and tight junction antibodies and combustion metals, the role of barrier breakdown and brain immunity in neurodegeneration," Journal of Alzheimer's Disease, 2015, 43(3), 1039--1058. [Link]