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

  • Book-Chapters
    1. Rahul Duggal, Anubha Gupta, Ritu Gupta, and Pramit Mallick, "SD-Layer: Stain Deconvolutional Layer for CNNs in Medical Microscopic Imaging," In: Descoteaux M., Maier-Hein L., Franz A., Jannin P., Collins D., Duchesne S. (eds) Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017, MICCAI 2017. Lecture Notes in Computer Science, Part III, LNCS 10435, pp. 435–443. Springer, Cham. DOI: https://doi.org/10.1007/978-3-319-66179-7_50. PDF
  • Journals
    1. Sanjeev Sharma, Anubha Gupta, and Vimal Bhatia, “Noncoherent IR-UWB Receiver using Massive Antenna Arrays for Wireless Sensor Networks”, Accepted, IEEE Sensors Letters, 2017. (2017 IF: 2.528) PDF
    2. Priya Aggarwal, and Anubha Gupta, "Double temporal sparsity based accelerated reconstruction of compressively sensed resting-state fMRI," Computers in Biology and Medicine, vol. 91, pp. 255-266, December 2017. DOI:https://doi.org/10.1016/j.compbiomed.2017.10.020, (2017 IF: 1.836). PDF
    3. Priya Aggarwal, Anubha Gupta, and Ajay Garg, "Multivariate Brain Network Graph Identification in Functional MRI," Medical Image Analysis, vol. 42, pp. 228-240, December 2017. DOI: https://doi.org/10.1016/j.media.2017.08.007, (2017 IF: 4.188). PDF
    4. Naushad Ansari and Anubha Gupta, "Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix," IEEE Transactions on Image Processing (IEEE-TIP), vol. 26, no. 8, pp. 3680-3695, 2017. DOI: 10.1109/TIP.2017.2700719, (2017 IF: 4.828). PDF at arXiv, MATLAB codes
    5. Priya Aggarwal, Parth Shrivastava, Tanay Kabra, and Anubha Gupta, "Optshrink LR+S: Accelerated fMRI Reconstruction using Non-Convex Optimal Singular Value Shrinkage," Brain Informatics, vol. 4, no. 1, pp. 65-83, January 2017. DOI 10.1007/s40708-016-0059-x. PDF MATLAB code
    6. Chandan Pradhan and Anubha Gupta, “Ship Detection using Neyman-Pearson Criterion in Marine Environment,” Ocean Engineering, Elsevier, vol. 143, pp. 106-112, October 2017. DOI: https://doi.org/10.1016/j.oceaneng.2017.03.008, (2017 IF: 1.894). PDF
    7. Sanjeev Sharma, Vimal Bhatia, and Anubha Gupta, "Sparsity-based narrowband interference mitigation in ultra wide-band communication for 5G and beyond," Computers & Electrical Engineering, Elsevier, pp. 1-13, ISSN 0045-7906, 2017. DOI: https://doi.org/10.1016/j.compeleceng.2016.12.02, (2017 IF: 1.570). PDF
  • Conferences
    1. Ishita Srivastava, Pushpendra Singh, Amit Singhal, and Anubha Gupta, "Baseline wander and power-line interference removal from ECG signals using Fourier decomposition method," Accepted, International Conference on Machine Intelligence and Signal Processing (MISP), Indore, India, December 2017.
    2. Rahul Duggal and Anubha Gupta, "P-TELU : Parametric Tan Hyperbolic Linear Unit Activation for Deep Neural Networks," ICCV CEFRL Workshop 2017, Venice, Italy, October 2017. PDF
    3. Sanjeev Sharma, Anubha Gupta, and Vimal Bhatia, “Joint Estimation of ToA and Data Symbols in UWB Communication in Presence of Impulsive Interference,” Accepted, IEEE Globecom, Singapore, December 2017. PDF
    4. Sanjeev Sharma, Anubha Gupta, and Vimal Bhatia, "A Simple Modified Peak Detection Based UWB Receiver for WSN and IoT Applications,” IEEE Vehicular Technology Conference (VTC), Sydney, Australia, June 2017. PDF
    5. Naushad Ansari, Ananya Sen Gupta, and Anubha Gupta, "Underwater Acoustic Channel Estimation via CS with Prior Information," IEEE OCEANS, Aberdeen, Scotland, June 2017. PDF
    6. Sanjeev Sharma, Vimal Bhatia, and Anubha Gupta, "A Non-coherent UWB Receiver Using Signal Cluster Sparsity," National Conference on Communications (NCC), India, March 2017. PDF
    7. 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.
  • Posters
    1. 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), India, March 2017.
  • Archive
    1. Priya Aggarwal and Anubha Gupta, "Dynamic Phase Synchrony based Ranked Spatio-Temporal Clustering for Tracking Time-Resolved Functional Brain Networks," BioRxiv, August 2017, DOI: https://doi.org/10.1101/17298. PDF

2016

  • Journals
    1. Naushad Ansari, Anubha Gupta, Ananya Sen Gupta, “Shallow water acoustic channel estimation using two-dimensional frequency characterization,” Journal of the Acoustical Society of America (JASA), vol. 140, no. 5, pp.3995-4009, 2016. DOI: http://dx.doi.org/10.1121/1.4967448 (2017 IF: 1.547). PDF MATLAB code on Matlab Central MATLAB code on Github
    2. Priya Aggarwal and Anubha Gupta, “Accelerated fMRI reconstruction using Matrix Completion with Sparse Recovery via Split Bregman,” Neurocomputing, Elsevier, vol. 216, pp. 319-330, 2016. DOI:10.1016/j.neucom.2016.08.016, (2017 IF: 3.317). PDF MATLAB code
    3. 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, 2016. DOI: 10.1109/ACCESS.2016.2601779, (2017 IF: 3.244).
    4. Priya Aggarwal, Anubha Gupta, and Vivek A. Bohara, “Recursive Least Squares Channel Estimation for Rapidly Time-Varying Scenarios in IEEE 802.11p,” Wireless Personal Communications, Springer, vol. 89, no. 1, pp. 227-240, 2016. DOI:10.1007/s11277-016-3263-3, (2017 IF: 0.951). PDF
  • Conferences
    1. 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
    2. Rahul Duggal, Anubha Gupta, Ritu Gupta, Manya Wadhwa, and Chirag Ahuja, “Overlapping Cell Nuclei Segmentation in Microscopic Images UsingDeep Belief Networks,” Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), India, December 2016. PDF Codes
    3. 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), India, December 2016.
    4. 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
    5. Anubha Gupta and ShivDutt, "Connection between DCT and Discrete-time Fractional Brownian motion," IEEE Data Compression Conference (DCC), USA, March 2016.
    6. 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. PDF
  • Posters
    1. Pramit Mallick, Ojaswa Sharma, Rahul Duggal, Anubha Gupta, and Ritu Gupta, "GPU based Segmentation of Plasma Cells in Multiple Myeloma Images," GPU Technology Conference, Bombay, India, December 2016.
    2. 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,” Multiple Myeloma-State of the Art, PGIMER, Chandigarh, India, September 2016. Received Second Prize for Best Poster Award.
    3. Meetu Dahiya, Rahul Duggal, Anubha Gupta, and Ritu Gupta, “Stain Color Normalization of Microscopic Images of Multiple Myeloma,” Multiple Myeloma-State of the Art, PGIMER, Chandigarh, India, September 2016.
    4. Rahul Duggal, Anubha Gupta, and Ritu Gupta, “Segmentation of overlapping/touching white blood cell nuclei using artificial neural networks,” CME Series on Hemato-Oncopathology, All India Institute of Medical Sciences (AIIMS), New Delhi, India, July 2016.
    5. Pramit Mallick, Rahul Duggal, Anubha Gupta, Ojaswa Sharma, and Ritu Gupta, “Modified multiphase level set for segmentation of plasma cells in multiple myeloma images,” CME Series on Hemato-Oncopathology, All India Institute of Medical Sciences (AIIMS), New Delhi, India, July 2016. Received Second Prize for Best Poster Award.
    6. 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
  • Archive
    1. Naushad Ansari, Anubha Gupta, and Rahul Duggal, "Design of Image Matched Non-Separable Wavelet using Convolutional Neural Network," arXiv, 2016. PDF ar arXiv

2015

  • Book-Chapters
    1. Priya Aggarwal, Anubha Gupta, and Ajay Garg, "Joint Estimation of Hemodynamic Response Function and Voxel Activation in Functional MRI Data," In: Navab N., Hornegger J., Wells W., Frangi A. (eds) Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, MICCAI 2015. Lecture Notes in Computer Science, vol 9349. Springer, Cham. DOI: https://doi.org/10.1007/978-3-319-24553-9_18
  • Journals
    1. Adriana Vamosiu, Marvin Titus, and Anubha Gupta, "Conditional Convergence of Nonresident Tuition Rates at Public Research Universities: A Panel Data Analysis," Higher Education, vol. 70, no. 6, pp. 923-940, December 2015. (2017 IF: 1.571)
  • Conferences
    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. Garima Ahuja, Anubha Gupta, Harsh Wardhan, and Venkatesh Choppella, "Assessing the impact of Virtual Labs: a case study with the lab on Advanced VLSI," IEEE ICALT Conference, Hualien, Taiwan, July 2015.
    8. 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.  
    9. 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
    10. 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

  • Journals
    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.
  • Conferences
    1. 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.
    2. 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.