Personal information

Medical Signal Processing
India

Biography

Dr. Anirban Mukherjee completed his undergraduate studies in Electrical Engineering from Jadavpur University, Kolkata in 1998. He did his post-graduate and doctoral studies in the area of Image Processing at Indian Institute of Technology (IIT) Kharagpur. He accepted the offer of Tata Consultancy Services and worked in the Embedded Systems Group during 2004-2005. As a member of Sensors and Signal Processing group, currently, he is in the faculty of the Department of Electrical Engineering, Indian Institute of Technology Kharagpur and is the co-ordinator of Signal Processing and Machine Learning (SPML) research group.

Activities

Employment (2)

Indian Institute of Technology Kharagpur: Kharagpur, West Bengal, IN

2005-09-05 to present (Electrical Engineering)
Employment
Source: Self-asserted source
Anirban Mukherjee

Tata Consultancy Services Ltd: Mumbai, Maharashtra, IN

2004-02-01 to 2005-09-02 | Assistant Systems Engineer (Embedded Systems Group)
Employment
Source: Self-asserted source
Anirban Mukherjee

Education and qualifications (3)

Indian Institute of Technology Kharagpur: Kharagpur, West Bengal, IN

2000-08-01 to 2004-07-31 | PhD (Electrical Engineering)
Education
Source: Self-asserted source
Anirban Mukherjee

Indian Institute of Technology Kharagpur: Kharagpur, West Bengal, IN

1998-08-01 to 2000-06-31 | M. Tech (Electrical Engineering)
Education
Source: Self-asserted source
Anirban Mukherjee

Jadavpur University Faculty of Engineering and Technology: Kolkata, West Bengal, IN

1994-07-01 to 1998-05-31 | BEE (Electrical Engineering)
Education
Source: Self-asserted source
Anirban Mukherjee

Professional activities (2)

IEEE Signal Processing Society: Piscataway, NJ, US

Membership
Source: Self-asserted source
Anirban Mukherjee

Association for Computing Machinery: New York, NY, US

Membership
Source: Self-asserted source
Anirban Mukherjee

Works (50)

Characterization of S₁ and S₂ Heart Sounds Using Stacked Autoencoder and Convolutional Neural Network

IEEE Transactions on Instrumentation and Measurement
2018 | Journal article
EID:

2-s2.0-85055052658

Contributors: Mishra, M.; Menon, H.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Design of a feedback control law for steering steady-states of biochemical reaction networks in quasi-polynomial framework <sup>⁎</sup>

IFAC-PapersOnLine
2018 | Journal article
EID:

2-s2.0-85048723695

Contributors: Ghosh, P.; Patra, S.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Detection of third heart sound using variational mode decomposition

IEEE Transactions on Instrumentation and Measurement
2018 | Journal article
EID:

2-s2.0-85042864671

Contributors: Mishra, M.; Banerjee, S.; Thomas, D.C.; Dutta, S.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Fourier-transform-infrared-spectroscopy based metabolomic spectral biomarker selection towards optimal diagnostic differentiation of diabetes with and without retinopathy

Spectroscopy Letters
2018 | Journal article
EID:

2-s2.0-85054009714

Contributors: Mazumder, A.G.; Banerjee, S.; Zevictovich, F.; Ghosh, S.; Mukherjee, A.; Chatterjee, J.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Grading heart sounds through variational mode decomposition and higher order spectral features

I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings
2018 | Conference paper
EID:

2-s2.0-85050774410

Contributors: Mishra, M.; Pratiher, S.; Banerjee, S.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Iris biometrics using deep convolutional networks

I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings
2018 | Conference paper
EID:

2-s2.0-85050744801

Contributors: Menon, H.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Stroke point warping-based reference selection and verification of online signature

IEEE Transactions on Instrumentation and Measurement
2018 | Journal article
EID:

2-s2.0-85031794264

Contributors: Kar, B.; Mukherjee, A.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A deviation from standard quality approach for characterisation of surface water quality

International Journal of Sustainable Development and Planning
2017 | Journal article
EID:

2-s2.0-85008481798

Contributors: Mukherjee, A.; Sen, S.; Paul, S.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A Subspace Projection-Based Joint Sparse Recovery Method for Structured Biomedical Signals

IEEE Transactions on Instrumentation and Measurement
2017 | Journal article
EID:

2-s2.0-85007093220

Contributors: Muduli, P.R.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Ambulatory fetal heart monitoring with QRS detection employing independent component analysis

TENSYMP 2017 - IEEE International Symposium on Technologies for Smart Cities
2017 | Conference paper
EID:

2-s2.0-85040024423

Contributors: John, S.T.; Goyal, M.; Singh, S.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

An Analog-Front-End for non-invasive fetal electrocardiography monitoring

2016 IEEE Students' Technology Symposium, TechSym 2016
2017 | Conference paper
EID:

2-s2.0-85016993855

Contributors: John, S.T.; Muduli, P.R.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

An Antinoise-Folding Algorithm for the Recovery of Biomedical Signals from Noisy Measurements

IEEE Transactions on Instrumentation and Measurement
2017 | Journal article
EID:

2-s2.0-85028516125

Contributors: Muduli, P.R.; Mandal, A.K.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Fourier transform infra-red spectroscopic signatures for lung cells’ epithelial mesenchymal transition: A preliminary report

Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy
2017 | Journal article
EID:

2-s2.0-84994311180

Contributors: Sarkar, A.; Sengupta, S.; Mukherjee, A.; Chatterjee, J.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Kernel-based feature extraction for patient-Adaptive ECG beat classification

2016 International Conference on Systems in Medicine and Biology, ICSMB 2016
2017 | Conference paper
EID:

2-s2.0-85019582791

Contributors: Roy, U.D.; Ghorai, S.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Spectropathology-corroborated multimodal quantitative imaging biomarkers for neuroretinal degeneration in diabetic retinopathy

Clinical Ophthalmology
2017 | Journal article
EID:

2-s2.0-85035232731

Contributors: Mazumder, A.G.; Chatterjee, S.; Chatterjee, S.; Gonzalez, J.J.; Bag, S.; Ghosh, S.; Mukherjee, A.; Chatterjee, J.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A deep learning approach to fetal-ECG signal reconstruction

2016 22nd National Conference on Communication, NCC 2016
2016 | Conference paper
EID:

2-s2.0-84988878373

Contributors: Muduli, P.R.; Gunukula, R.R.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Autofluorescence signatures for classifying lung cells during epithelial mesenchymal transition

RSC Advances
2016 | Journal article
EID:

2-s2.0-84994313835

Contributors: Sarkar, A.; Barui, A.; Ghosh, B.; Mukherjee, A.; Sarkar, R.; Sengupta, S.; Chatterjee, J.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Compressed sensing of respiratory signals promoting joint-sparsity

2016 22nd National Conference on Communication, NCC 2016
2016 | Conference paper
EID:

2-s2.0-84988878678

Contributors: Reddy, R.; Muduli, P.R.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Multimodal characterization of radiologically detectable lung lesions

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2016 | Conference paper
EID:

2-s2.0-85009108052

Contributors: Sarkar, A.; Sadhu, A.; Thakur, S.B.; Sengupta, S.; Mukherjee, A.; Chatterjee, J.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Noise-Assisted trend-filtering of fetal-electrocardiogram signals

IECBES 2016 - IEEE-EMBS Conference on Biomedical Engineering and Sciences
2016 | Conference paper
EID:

2-s2.0-85015684332

Contributors: Muduli, P.R.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Segmentation and detection of first and second heart sounds (Si and S<inf>2</inf>) using variational mode decomposition

IECBES 2016 - IEEE-EMBS Conference on Biomedical Engineering and Sciences
2016 | Conference paper
EID:

2-s2.0-85015690575

Contributors: Banerjee, S.; Mishra, M.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A multi-fold string kernel for sequence classification

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | Conference paper
EID:

2-s2.0-84953318818

Contributors: Maiti, A.; Ghorai, S.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Epithelial mesenchymal transition in lung cancer cells: A quantitative analysis

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | Conference paper
EID:

2-s2.0-84953255456

Contributors: Sarkar, A.; Barui, A.; Sengupta, S.; Chatterjee, J.; Ghorai, S.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

On the Monte-Carlo expectation maximization for finding motifs in DNA sequences

IEEE Journal of Biomedical and Health Informatics
2015 | Journal article
EID:

2-s2.0-84924565509

Contributors: Maiti, A.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Structural prediction of dynamic Bayesian network with partial prior information

IEEE Transactions on Nanobioscience
2015 | Journal article
EID:

2-s2.0-85001609492

Contributors: Maiti, A.; Reddy, R.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Expectation maximization in random projected spaces to find motifs in genomic sequences

International Conference on Electronics, Communication and Instrumentation 2014, ICECI 2014
2014 | Conference paper
EID:

2-s2.0-84898785454

Contributors: Maiti, A.; Mukherjee, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A closed-loop control scheme for steering steady states of glycolysis and glycogenolysis pathway

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2013 | Journal article
EID:

2-s2.0-84890502183

Contributors: Panja, S.; Patra, S.; Mukherjee, A.; Basu, M.; Sengupta, S.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

An optimization-based design framework for steering steady states and improving robustness of glycolysis-glycogenolysis pathway

IEEE Transactions on Biomedical Engineering
2013 | Journal article
EID:

2-s2.0-84872505341

Contributors: Panja, S.; Patra, S.; Mukherjee, A.; Basu, M.; Sengupta, S.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Automatic defect detection on hot-rolled flat steel products

IEEE Transactions on Instrumentation and Measurement
2013 | Journal article
EID:

2-s2.0-84873713250

Contributors: Ghorai, S.; Mukherjee, A.; Gangadaran, M.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Robustness of TCA cycle at steady-state: An LMI-based analysis and synthesis framework

IEEE Transactions on Nanobioscience
2013 | Journal article
EID:

2-s2.0-84878733876

Contributors: Panja, S.; Patra, S.; Mukherjee, A.; Basu, M.; Sengupta, S.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Feedback linearization and optimal control-based approach for steering steady-states of nonlinear biochemical networks

2012 Annual IEEE India Conference, INDICON 2012
2012 | Conference paper
EID:

2-s2.0-84874158081

Contributors: Panja, S.; Patra, S.; Mukherjee, A.; Basu, M.; Sengupta, S.; Datta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Cancer classification from gene expression data by NPPC ensemble

IEEE/ACM Transactions on Computational Biology and Bioinformatics
2011 | Journal article
EID:

2-s2.0-79952826133

Contributors: Ghorai, S.; Mukherjee, A.; Sengupta, S.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Discriminant Analysis for Fast Multiclass Data Classification Through Regularized Kernel Function Approximation

IEEE Transactions on Neural Networks
2010 | Journal article
EID:

2-s2.0-77953092633

Contributors: Ghorai, S.; Mukherjee, A.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Multicategory cancer classification from gene expression data by multiclass NPPC ensemble

International Conference on Systems in Medicine and Biology, ICSMB 2010 - Proceedings
2010 | Conference paper
EID:

2-s2.0-79955677546

Contributors: Ghorai, S.; Mukherjee, A.; Sengupta, S.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Newton's method for nonparallel plane proximal classifier with unity norm hyperplanes

Signal Processing
2010 | Journal article
EID:

2-s2.0-69249202291

Contributors: Ghorai, S.; Hossain, S.J.; Mukherjee, A.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Unity norm twin support vector machine classifier

Proceedings of the 2010 Annual IEEE India Conference: Green Energy, Computing and Communication, INDICON 2010
2010 | Conference paper
EID:

2-s2.0-79952475861

Contributors: Ghorai, S.; Hossian, S.J.; Mukherjee, A.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Unsupervised segmentation of collagen fiber distribution in different stages of OSF

Journal of Biological Systems
2010 | Journal article
EID:

2-s2.0-77951673585

Contributors: Ray, T.; Chatterjee, J.; Mukherjee, A.; Pal, M.; Chaudhuri, K.; Paul, R.R.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Unsupervised segmentation of OSF by fusion of RGA and DCT with contextual information

International Journal of Biomedical Engineering and Technology
2010 | Journal article
EID:

2-s2.0-78651551313

Contributors: Ray, T.; Mukherjee, A.; Chatterjee, J.; Paul, R.R.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Nonparallel plane proximal classifier

Signal Processing
2009 | Journal article
EID:

2-s2.0-57749189368

Contributors: Ghorai, S.; Mukherjee, A.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Understanding of natural language text for diagram drawing

Proceedings of the IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2009
2009 | Conference paper
EID:

2-s2.0-77953970915

Contributors: Mukherjee, A.; Garain, U.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Detection of constituent layers of histological oral sub-mucous fibrosis: Images using the hybrid segmentation algorithm

Oral Oncology
2008 | Journal article
EID:

2-s2.0-56249100995

Contributors: Ray, M.E.T.; Reddy, D.S.; Mukherjee, A.; Chatterjee, J.; Paul, R.R.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Fast regularized kernel function approximation

IEEE Region 10 Annual International Conference, Proceedings/TENCON
2008 | Conference paper
EID:

2-s2.0-63049117950

Contributors: Ghorai, S.; Mukherjee, A.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Image-based classification of defects in frontal surface of fluted ingot

Measurement: Journal of the International Measurement Confederation
2007 | Journal article
EID:

2-s2.0-34249720642

Contributors: Mukherjee, A.; Ray, T.; Chaudhuri, S.; Dutta, P.K.; Sen, S.; Patra, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Statistical modeling of ultrastructural features of murine dermal collagen under chronic low-dose whole body X-irradiation

FEBS Letters
2007 | Journal article
EID:

2-s2.0-35348895940

Contributors: Chatterjee, J.; Mukherjee, A.; Mukherjee, K.; Dutta, P.K.; Chaudhuri, K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

An object-based coding scheme for frontal surface of defective fluted ingot

ISA Transactions
2006 | Journal article
EID:

2-s2.0-31644440875

Contributors: Mukherjee, A.; Chaudhuri, S.; Dutta, P.K.; Sen, S.; Patra, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Performance analysis of different wavelet feature vectors in quantification of oral precancerous condition

Oral Oncology
2006 | Journal article
EID:

2-s2.0-33749061909

Contributors: Mukherjee, A.; Paul, R.R.; Chaudhuri, K.; Chatterjee, J.; Pal, M.; Banerjee, P.; Mukherjee, K.; Banerjee, S.; Dutta, P.K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A novel wavelet neural network based pathological stage detection technique for an oral precancerous condition

Journal of Clinical Pathology
2005 | Journal article
EID:

2-s2.0-24644450747

Contributors: Paul, R.R.; Mukherjee, A.; Dutta, P.K.; Banerjee, S.; Pal, M.; Chatterjee, J.; Chaudhuri, K.; Mukkerjee, K.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A novel shape-based coding-decoding technique for an industrial visual inspection system

ISA Transactions
2004 | Journal article
EID:

2-s2.0-0742304415

Contributors: Mukherjee, A.; Chaudhuri, S.; Dutta, P.K.; Sen, S.; Patra, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

A distortion corrected single camera-based weight estimation technique for industrial objects

ISA Transactions
2003 | Journal article
EID:

2-s2.0-0041703983

Contributors: Chaudhuri, S.; Mukherjee, A.; Dutta, P.K.; Patra, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier

Automatic measurement of frontal area and volume of fluted ingots using image-based instrumentation

Measurement: Journal of the International Measurement Confederation
2003 | Journal article
EID:

2-s2.0-0038216947

Contributors: Chaudhuri, S.; Mukherjee, A.; Dutta, P.K.; Patra, A.
Source: Self-asserted source
Anirban Mukherjee via Scopus - Elsevier