Himanshu Tyagi, Manjunath Joshi, Bandyopadhay, and M J Singh "Assessment of Autoencoders for signal reconstruction in high power negative ion based plasma sources", Journal of Instrumentation [IOP Science - Previously Institute of Physics Publishing] (Accepted)
Pooja Garg, Anusha Mishra, Rameez Raja, Ahlad Kumar, M. V. Joshi, Vinay S Palaparthy. "Multimodal Data Fusion by Integrating IoT-Enabled Sensors and Images for Jamun Crop Disease Detection with Machine Learning", IEEE Transactions on AgriFood Electronics (Accepted)
Himanshu Tyagi, Manjunath Joshi, Mainak Bandyopadhyay and M J Singh, "Data-Driven Soft sensor for optical intensity estimation in high power Plasma Source", IEEE Sensors Journal, vol. 25, no. 14, pp. 26911-26919, 15 July15, 2025, doi: 10.1109/JSEN.2025.3571200.
Prashant Gohel and Manjunath Joshi, Hybrid and parallel GAN architecture with nonIID Noise Input, Journal of Supercomputing (Springer) 81, 1008 (2025). https://doi.org/10.1007/s11227-025-07495-1
S. Sharma, R. Joshi, S. Bhilare, and M. V. Joshi, "Robust Adversarial Defence: An Analysis on Use of Auto-Inpainting ," in SN Computer Science (Springer), vol 6, Dec 2024
Himanshu Tyagi, M. V. Joshi, Mainik Bandyopadhyay, M. J. Singh, Kaushal Pandya and Arun Chakraborthy, "Matching parameter estimation for high power Inductively coupled plasma sources using Machine learning techniques " Fusion Engineering and Design (Elsevier), vol 208, November 2024 .
R. Saini, P. Garg, N. K. Chaudhary, M. V. Joshi, V. S. Palaparthy and A. Kumar, "Identifying the Source of Water on Plant Using the Leaf Wetness Sensor and via Deep Learning Based Ensemble Method," in IEEE Sensors Journal, doi: 10.1109/JSEN.2023.3343574.
P. Garg, P. Khaparde, K. S. Patle, C. Bhaliya, A. Kumar, M. V. Joshi, V. S. Palaparthy, "Environmental and Soil Parameters for Germination of Leaf Spot Disease in the Groundnut Plant Using IoT-Enabled Sensor System," in IEEE Sensors Letters, vol. 7, no. 12, pp. 1-4, Dec. 2023, Art no. 4504104, doi: 10.1109/LSENS.2023.3330923.
Jignesh Patel, Manjunath Joshi and Jignesh Bhatt, "Abundance Estimation using Discontinuity Preserving and Sparsity-induced Priors", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Journal Impact factor: 2.777
Kamal Captain and Manjunath Joshi, " SNR Wall for Generalized Energy Detector in the Presence of Noise Uncertainty and Fading", Physical Communication (Elsevier) , Journal Impact factor : 1.522
Kamal Captain and Manjunath Joshi, " Performance Improvement in Wideband Spectrum Sensing Under Fading: Use of Diversity", IEEE Transactions on Vehicular Technology , vol. 66, issue 9, pp 8152-8162, March 2017. (Journal Impact factor (Sept 2017): 4.066)
Sonam Nahar, and M. V. Joshi, "A Learned Sparseness and IGMRF based Regularization Framework for Dense Disparity Estimation using Unsupervised Feature Learning", IPSJ Transactions on Computer Vision and Applications, Springer, Feb. 2017.
Kishor P. Upla, and M. V. Joshi and Nilay L. Khatri, "Regularized Pan-sharpening Approach based on Self-similarity and Gabor prior", International Journal of Remote Sensing (IJRS), Sept. 2016.
Shrishail S. Gajbhar and M. V. Joshi, "Design of Complex Adaptive Multiresolution Directional Filter Bank and Application to Pansharpening", Signal, Image and Video Processing (SIVP), June 2016.
Rakesh C. Patel and M. V. Joshi, "Super-resolution of Hyperspectral Images Using Sparse Representation and Gabor Prior", Journal of Applied Remote Sensing (JARS), vol. 10, no. 2, pp. 026019, April 2016. [link]
Kishor P. Upla, Manjunath V. Joshi, Sharad Joshi, Prakash P. Gajjar, "Multi-resolution Image Fusion using Edge Preserving Filters", Journal of Applied Remote Sensing (JARS), vol. 9, no. 1, July 2015. [link].
Milind Padalkar and Manjunath Joshi, "Auto-inpainting Heritage Scenes: A Complete Framework for Detecting and Infilling Cracks in Images and Videos with Quantitative Assessment", Machine Vision and Applications (MVA), vol. 26, no. 2-3, pp. 317-337, March 2015. [link]
Jaladhi Vyas, Manjunath Joshi and Mehul S Raval, "Automatic Target Image Detection for Morphing", Journal of Visual Communication and Image Representation (JVCI), ISSN 1047-3203, vol. 27, no. 0, pp. 28-43, Feb. 2015. [link]
Kishor Upla, Manjunath Joshi and Prakash Gajjar, "An Edge Preserving Multi-resolution Fusion: Use of Contourlet Transform and MRF Prior", IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol.PP, no.99, pp.1-11, Dec. 2014. [link]
Rakesh C. Patel and M. V. Joshi, "Super-Resolution of Hyperspectral Images: Use of Optimum Wavelet Filter Coefficients and Sparsity Regularization", IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 53, no. 4, pp. 1728 - 1736, April 2014. [link]
Jignesh S. Bhatt, M. V. Joshi and M. S. Raval, "A Data-driven Stochastic Approach for Unmixing Hyperspectral Imagery", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), vol. 7, no. 6, pp. 1936 - 1946, 2014. [link]
Harikumar, P. Gajjar, M. V. Joshi and M. S. Raval, “Multiresolution Image Fusion: Use of Compressive Sensing and Graph Cuts”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), vol. 7, no. 5, pp. 1771-1780, May 2014. [link]
P. Gajjar and M. V. Joshi, “A New Learning based Super-Resolution: Use of DWT and IGMRF Model Prior”, IEEE Trans. Image Processing, vol 19(5), May 2010. [link]
M. V. Joshi and A. Jalobeanu, “MAP estimation for Multiresolution Fusion in Remotely Sensed Images using an IGMRF Prior Model,” IEEE Trans. Geoscience and Remote Sensing, vol 48(3), July 2009. [link]
S. Sharma and M. V. Joshi, “A Practical Approach for Simultaneous Estimation of Light Source Position, Scene Structure and Blind Restoration Using Photometric Observations,” EURASIP Journal on Advances in Signal Processing, Special Issue on Machine Learning and Image Processing, Volume 2008 (2008), Article ID 785364. [link]
M. V. Joshi, L. Bruzzone and S. Chaudhuri, “A Model-Based Approach to Multiresolution Fusion in Remotely Sensed Images”, IEEE Trans. Geoscience and Remote Sensing, vol. 44(9), pp. 2549-2562, Sep. 2006. [link]
M. V. Joshi and S. Chaudhuri. “Simultaneous Estimation of Super-Resolved Depth Map and Intensity Field Using Photometric Cue,” Computer Vision and Image Understanding, vol. 101, pp. 31-44, Jan. 2006. [link]
M. V. Joshi, S. Chaudhuri and R. Panuganti, “A Learning-Based Method for Image Super-Resolution from Zoomed Observations,” IEEE Trans. Systems, Man and Cybernetics, Part B, Special Issue on Learning in Computer Vision and Pattern Recognition, vol. 35(3), pp. 527-537, June 2005. [link]
M. V. Joshi and S. Chaudhuri, “Joint Blind Restoration and Surface Recovery in Photometric Stereo,” Journal of Optical Society of America-A, vol. 22(6), pp. 1066-1076, June 2005. [link]
M. V. Joshi, S. Chaudhuri and R. Panuganti, “Super-Resolution Imaging: Use of Zoom as a Cue,” Image and Vision Computing, vol. 22, no 14, pp. 1185-1196, Dec. 2004. [link]
C. V. Jiji, M. V. Joshi and S. Chaudhuri, “Single-frame image super-resolution using learned wavelet coefficients,” International Journal of Imaging Systems and Technology, vol. 14, no. 3, pp. 105-112, Sep. 2004. [link]
D. Rajan, S. Chaudhuri and M.V. Joshi, “Multi-Objective Super-Resolution Technique: Concept and Examples,” IEEE Signal Processing Magazine, Special issue on Super-Resolution image Reconstruction, vol. 20, no. 3, pp. 49-61, May 2003. [link]