Publications@SBILab

Below is the list of publications from this lab. For complete list on publications of individual faculty/student, please visit their personal web pages.

2017

  1. Rahul Duggal, Anubha Gupta, Ritu Gupta, and Pramit Mallick, "SD-Layer: Stain Deconvolutional layer for CNNs in Medical Microscopic Imaging", Accepted, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Canada, 2017.
  2. Naushad Ansari, and Anubha Gupta "Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix", Accepted, IEEE Transactions on Image Processing (IEEE TIP), 2017. PDF at arXiv MATLAB codes
  3. Sanjeev Sharma, Anubha Gupta, and Vimal Bhatia, "A Simple Modified Peak Detection Based UWB Receiver for WSN and IoT Applications,” Accepted, IEEE Vehicular Technology Conference (VTC), Sydney, Australia, June 2017.
  4. Chandan Pradhan and Anubha Gupta, “Ship Detection using Neyman-Pearson Criterion in Marine Environment,” Accepted, Ocean Engineering, Elsevier, 2017.
  5. Naushad Ansari, Ananya Sen Gupta, and Anubha Gupta, "Underwater Acoustic Channel Estimation via CS with Prior Information," Accepted, IEEE OCEANS, Aberdeen, Scotland, June 2017.
  6. Ritu Gupta, Pramit Mallick, Rahul Duggal, Anubha Gupta, and Ojaswa Sharma, "Stain Color Normalization and Segmentation of Plasma Cells in Microscopic Images as a Prelude to Development of Computer Assisted Automated Disease Diagnostic Tool in Multiple Myeloma,", 16th International Myeloma Workshop (IMW), New Delhi, India, March 2017. (Poster)
  7. Sanjeev Sharma, Vimal Bhatia, and Anubha Gupta, "A Non-coherent UWB Receiver Using Signal Cluster Sparsity", National Cconference on Communications (NCC), Madras, India, March 2017.
  8. Priya Aggarwal, Parth Shrivastava, Tanay Kabra, and Anubha Gupta, "Optshrink LR+S: Accelerated fMRI Reconstruction using Non-Convex Optimal Singular Value Shrinkage", Brain Informatics, January 2017, DOI 10.1007/s40708-016-0059-x.PDF MATLAB code
  9. Sanjeev Sharma, Vimal Bhatia, and Anubha Gupta, "Sparsity-based narrowband interference mitigation in ultra wide-band communication for 5G and beyond", Computers & Electrical Engineering, 2017, ISSN 0045-7906, PDF
  10. Dilnashin Anwar, Vinayak Naik, and Anubha Gupta, "Detecting Meditation using a Dry Mono-Electrode EEG Sensor", International Conference on COMmunication Systems & NETworkS (COMSNETS)- NetHealth WS, Bangalore, India, January 2017.

2016

  1. Naushad Ansari, Anubha Gupta, and Rahul Duggal, "Design of Image Matched Non-Separable Wavelet using Convolutional Neural Network", arXiv:1612.04966, 2016. PDF
  2. Naushad Ansari, Anubha Gupta, and Ananya Sen Gupta, "Shallow water acoustic channel estimation using two-dimensional frequency characterization", Journal of the Acoustical Society of America (JASA), DOI: 10.1121/1.4967448, 2016. PDF MATLAB code on Matlab Central MATLAB code on Github
  3. Pramit Mallick, Ojaswa Sharma, Rahul Duggal, Anubha Gupta, and Ritu Gupta, "GPU based Segmentation of Plasma Cells in Multiple Myeloma Images," Poster, GPU Technology Conference, Bombay, India, December 2016.
  4. Ritu Gupta, Pramit Mallick, Rahul Duggal, Anubha Gupta, and Ojaswa Sharma, “Novel Level Set Framework for Plasma Cell Segmentation from Microscopic Images of Multiple Myeloma,” Poster, Multiple Myeloma-State of the Art, PGIMER, Chandigarh, India, September 2016. Received Second Prize for Best Poster Award.
  5. Meetu Dahiya, Rahul Duggal, Anubha Gupta, and Ritu Gupta, “Stain Color Normalization of Microscopic Images of Multiple Myeloma,” Poster, Multiple Myeloma-State of the Art, PGIMER, Chandigarh, India, September 2016.
  6. Rahul Duggal, Anubha Gupta, and Ritu Gupta, “Segmentation of overlapping/touching white blood cell nuclei using artificial neural networks,” Poster, CME Series on Hemato-Oncopathology, All India Institute of Medical Sciences (AIIMS), New Delhi, India, July 2016.
  7. Pramit Mallick, Rahul Duggal, Anubha Gupta, Ojaswa Sharma, and Ritu Gupta, “Modified multiphase level set for segmentation of plasma cells in multiple myeloma images,” Poster, CME Series on Hemato-Oncopathology, All India Institute of Medical Sciences (AIIMS), New Delhi, India, July 2016. Received Second Prize for Best Poster Award.
  8. Pinkal Patel, Priya Agarwal, and Anubha Gupta, “Classification of Schizophrenia versus normal subjects using deep learning,”, Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), Guwahati, India, December 2016. PDF
  9. Rahul Duggal, Anubha Gupta, Ritu Gupta, Manya Wadhwa, and Chirag Ahuja, “Overlapping Cell Nuclei Segmentation in Microscopic Images Using Deep Belief Networks,”, Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), Guwahati, India, December 2016. PDF Codes
  10. Akshay Sethi, Akshat Sinha, Ayush Agarwal, Chetan Arora, and Anubha Gupta, “Deep Neural Networks for Segmentation of Basal Ganglia Sub-Structures in Brain MR Images”, Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), Guwahati, India, December 2016.
  11. Priya Aggarwal and Anubha Gupta, “Accelerated fMRI reconstruction using Matrix Completion with Sparse Recovery via Split Bregman”, Elsevier Neurocomputing, DOI:10.1016/j.neucom.2016.08.016, 2016. PDF MATLAB code
  12. Sanjeev Sharma, Anubha Gupta, and Vimal Bhatia, “A New Sparse Signal-Matched Measurement Matrix for Compressive Sensing in UWB Communication,” IEEE Access, vol. 4, pp. 5327-5342 DOI: 10.1109/ACCESS.2016.2601779, 2016.
  13. Priya Aggarwal, Anubha Gupta, and Vivek Ashok Bohara, “Recursive Least Squares Channel Estimation for Rapidly Time-Varying Scenarios in IEEE 802.11p,” pp.1-14, Wireless Personal Communications, Springer DOI: 10.1007/s11277-016-3263-3, 2016. PDF
  14. Sanjeev Sharma, Vimal Bhatia, and Anubha Gupta, “Sparsity Based UWB Receiver Design in Additive Impulse Noise Channels,” IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Edinburgh, UK, 2016.
  15. Naushad Ansari and Anubha Gupta, "Joint Framework for Signal Reconstruction using Matched Wavelet Estimated from Compressively Sensed Data", IEEE Data Compression Conference (DCC), USA, March 2016. PDF
  16. Anubha Gupta and ShivDutt, "Connection between DCT and Discrete-time Fractional Brownian motion", IEEE Data Compression Conference (DCC), USA, March 2016.
  17. Neha Jain, Vivek Ashok Bohara and Anubha Gupta, “Compressive Cooperative Communication with Decode and Forward Relay”, International conference on communication systems and networks (Comsnets), Bangalore, India, Jan, 2016 Awarded best poster award honorable mention

2015

  1. Naushad Ansari, Anubha Gupta and Ananya Sen Gupta, "Physics Inspired CS based Underwater Acoustic Channel Estimation", IEEE Global Conference on Signal and Information Processing (GlobalSip), USA, December 2015. PDF MATLAB code on Matlab Central MATLAB code on Github
  2. Priya Aggarwal, Anubha Gupta and Ajay Garg, "Joint Estimation of Activity Signal and HRF in fMRI using Fused LASSO", IEEE Global Conference on Signal and Information Processing (GlobalSip), USA, December 2015. PDF
  3. Priya Aggarwal, Anubha Gupta, and Vivek Ashok Bohara, “A Guard Interval Assisted OFDM Symbol-Based Channel Estimation for Rapid Time-Varying Scenarios in IEEE 802.11p,” IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Hong Kong, September 2015. PDF
  4. Priya Aggarwal, Anubha Gupta, and Ajay Garg, "Joint estimation of hemodynamic response function and voxel activation in functional MRI data", International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), Germany, October 2015. PDF
  5. Naushad Ansari, and Anubha Gupta, "Lifting-based Rational Wavelet Design from a Given Signal", IEEE International Conference on Digita Signal Processing (DSP), Singapore, July 2015. PDF
  6. Naushad Ansari, and Anubha Gupta, "Signal-Matched Wavelet Design via Lifting using Optimization Techniques", IEEE International Conference on Digita Signal Processing (DSP), Singapore, July 2015. PDF
  7. Anupriya Gogna, Sri Harsha Gade, and Anubha Gupta, "Design of Signal-Matched Critically Sampled FIR Rational Filterbank", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Australia, April 2015.  
  8. Ananya Sen Gupta, Naushad Ansari, and Anubha Gupta, "Tracking the underwater acoustic channel using two-dimensional frequency sampling", IEEE OES International Symposium on Underwater Technology (ISUT), National Institute of Ocean Technology, Chennai, India, February 2015. PDF MATLAB code on Matlab Central MATLAB code on Github
  9. Chandan Pradhan and Anubha Gupta, "Modeling of Ambient and Ship Noise in Underwater Ocean Environment of the Bay of Bengal", IEEE International Conference on Signal Processing, Informatics Communication and Energy Systems (IEEE SPICES), National Institute of Technology Calicut (NITC), India February 2015.

2014

  1. Anubha Gupta and ShivDutt Joshi, "Estimation of Multipath Fading Channel Using Fractal Based VSLMS Algorithm", WSEAS Transactions on Signal Processing, vol. 10, pp 231-242, April 2014.
  2. Mandar Karlekar and Anubha Gupta, "Stochastic modeling of EEG rhythms with fractional Gaussian Noise", Proceedings of European Signal Processing Conference (EUSIPCO), pp. 2520-2524, Portugal, September 2014.
  3. Anubha Gupta and ShivDutt Joshi, "On the Concept of Intrinsic Wavelet Functions", IEEE International Conference on Signal Processing & Communications (SPCOM), IISc Bangalore, India, July 2014.