Manjunath V. Joshi

Orcid: 0000-0002-1842-9118

According to our database1, Manjunath V. Joshi authored at least 72 papers between 2002 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
Robust Adversarial Defence: Use of Auto-inpainting.
Proceedings of the Computer Analysis of Images and Patterns, 2023

2021
Black Box Attack on Speech Commands Classification Model.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Spectral Unmixing Using Autoencoder with Spatial and Spectral Regularizations.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Exploiting Space and Antenna Diversity for Wideband Spectrum Sensing.
Proceedings of the 13th International Conference on COMmunication Systems & NETworkS, 2021

2020
A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Learning in Hyperspectral Unmixing: A Review.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Abundance Estimation Using Discontinuity Preserving and Sparsity-Induced Priors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

SNR wall for generalized energy detector in the presence of noise uncertainty and fading.
Phys. Commun., 2019

A PBNS Based Detection Algorithm for Cooperative Wideband Spectrum Sensing Using Hard Combining.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

SNR Wall Under Different Scenarios for Cooperative Spectrum Sensing using GED.
Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

2018
A Multitemporal Linear Spectral Unmixing: An Iterative Approach Accounting For Abundance Variations.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Recursive Network with Explicit Neighbor Connection for Image Captioning.
Proceedings of the 2018 International Conference on Signal Processing and Communications (SPCOM), 2018

A Novel Approach for Abundance Estimation Using Discontinuity Preserving Prior.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SNR wall for cooperative spectrum sensing using generalized energy detector.
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018

Digital Heritage Reconstruction Using Deep Learning-Based Super-Resolution.
Proceedings of the Heritage Preservation - A Computational Approach, 2018

2017
Performance Improvement in Wideband Spectrum Sensing Under Fading: Use of Diversity.
IEEE Trans. Veh. Technol., 2017

Design of complex adaptive multiresolution directional filter bank and application to pansharpening.
Signal Image Video Process., 2017

A learned sparseness and IGMRF-based regularization framework for dense disparity estimation using unsupervised feature learning.
IPSJ Trans. Comput. Vis. Appl., 2017

Design of Biorthogonal Wavelet Filters of DTCWT Using Factorization of Halfband Polynomials.
Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

Early detection of lung cancer from CT images: nodule segmentation and classification using deep learning.
Proceedings of the Tenth International Conference on Machine Vision, 2017

Convolutional neural network with transfer learning for rice type classification.
Proceedings of the Tenth International Conference on Machine Vision, 2017

2016
Digital Heritage Reconstruction Using Super-resolution and Inpainting
Synthesis Lectures on Visual Computing, Morgan & Claypool Publishers, ISBN: 978-3-031-02591-4, 2016

Square Law Selection Diversity for Wideband Spectrum Sensing under Fading.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

Dense disparity estimation based on feature matching and IGMRF regularization.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A regularization framework for stereo matching using IGMRF prior and sparseness learned from autoencoder.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Energy detection based spectrum sensing over η-λ-μ fading channel.
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

2015
An Edge Preserving Multiresolution Fusion: Use of Contourlet Transform and MRF Prior.
IEEE Trans. Geosci. Remote. Sens., 2015

Super-Resolution of Hyperspectral Images: Use of Optimum Wavelet Filter Coefficients and Sparsity Regularization.
IEEE Trans. Geosci. Remote. Sens., 2015

Auto-inpainting heritage scenes: a complete framework for detecting and infilling cracks in images and videos with quantitative assessment.
Mach. Vis. Appl., 2015

Automatic target image detection for morphing.
J. Vis. Commun. Image Represent., 2015

Performance of wideband spectrum sensing under fading channel.
Proceedings of the Seventh International Workshop on Signal Design and its Applications in Communications, 2015

Simultaneous Inpainting and Super-resolution Using Self-learning.
Proceedings of the British Machine Vision Conference 2015, 2015

A learned overcomplete sparseness and IGMRF based regularization framework for dense disparity estimation.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Multiresolution Image Fusion: Use of Compressive Sensing and Graph Cuts.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Data-Driven Stochastic Approach for Unmixing Hyperspectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Design of extrafine complex directional wavelet transform and application to image denoising.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Pan-sharpening: Use of difference of Gaussians.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Novel designs for nonsubsampled multiresolution directional filter banks and an extra finer directional wavelet transform.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
Fuzzy Neural Based Copyright Protection Scheme for Superresolution.
Proceedings of the IEEE International Conference on Systems, 2013

Pan-sharpening based on Non-subsampled Contourlet Transform detail extraction.
Proceedings of the Fourth National Conference on Computer Vision, 2013

A learning based approach for dense stereo matching with IGMRF prior.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Multi-resolution image fusion using multistage guided filter.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Image denoising using redundant finer directional wavelet transform.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Identifying Vandalized Regions in Facial Images of Statues for Inpainting.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

2012
Automatic crack detection in heritage site images for image inpainting.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

SVD Based Automatic Detection of Target Regions for Image Inpainting.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

Image Super-Resolution: Use of Self-learning and Gabor Prior.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
ICA Based Traitor Tracing Scheme.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

Multiresolution fusion using contourlet transform based edge learning.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A fast approach for edge preserving super-resolution.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2010
New Learning Based Super-Resolution: Use of DWT and IGMRF Prior.
IEEE Trans. Image Process., 2010

MAP Estimation for Multiresolution Fusion in Remotely Sensed Images Using an IGMRF Prior Model.
IEEE Trans. Geosci. Remote. Sens., 2010

MAP-MRF estimation for multiresolution fusion of remotely sensed images.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Multiresolution fusion in remotely sensed images: Use of Gibbs prior and PSO optimization.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Zoom Based Super-Resolution: A Fast Approach Using Particle Swarm Optimization.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

2009
Non-homogeneous AR Model based Prior for Multiresolution Fusion.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
A Practical Approach for Simultaneous Estimation of Light Source Position, Scene Structure, and Blind Restoration Using Photometric Observations.
EURASIP J. Adv. Signal Process., 2008

Multiresolution Fusion in Remotely Sensed Images Using an IGMRF Prior and MAP Estimation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Single Frame Super-Resolution: A New Learning Based Approach and Use of IGMRF Prior.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

2007
Spoken Language Identification for Indian Languages Using Split and Merge EM Algorithm.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Decimation Estimation and Linear Model-Based Super-Resolution Using Zoomed Observations.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

A Practical Approach for Super-Resolution using Photometric cue and Graph Cuts.
Proceedings of the British Machine Vision Conference 2007, 2007

2006
A Model-Based Approach to Multiresolution Fusion in Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2006

Simultaneous estimation of super-resolved depth map and intensity field using photometric cue.
Comput. Vis. Image Underst., 2006

Decimation Estimation and Super-Resolution Using Zoomed Observations.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

2005
A learning-based method for image super-resolution from zoomed observations.
IEEE Trans. Syst. Man Cybern. Part B, 2005

2004
Super-resolution imaging: use of zoom as a cue.
Image Vis. Comput., 2004

Single-frame image super-resolution using learned wavelet coefficients.
Int. J. Imaging Syst. Technol., 2004

Photometric Stereo Under Blurred Observations.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Zoom based super-resolution through sar model fitting.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Multi-objective super resolution: concepts and examples.
IEEE Signal Process. Mag., 2003

2002
Super-Resolution Imaging: Use of Zoom as a Cue.
Proceedings of the ICVGIP 2002, 2002


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