"Research is what I'm doing when I don't know what I'm doing " 

J13. S. Ghosh, A. Chatterjee, and S. Munshi, "Robust Possibilistic Graph Modeling for Manifold-Inspired Learning in EMG-based Hand Activity Recognition," Under Review.

DOI: NA 

Code 📃

J12. J. Digar, S. Ghosh, D. Chatterjee, and A. Chatterjee, "Intelligent detection of incipient faults in SPWM inverters: A hyperbolastic-weighted robust sparse coding approach," IEEE Sensors Journal, 2026.

DOI: doi.org/10.1109/JSEN.2026.3673534  

Download 📃

J11. S. Ghosh, A. Chatterjee, and S. Munshi, "UaBMA-OLPP: A novel manifold-inspired technique for sEMG-based hand movement and object grasp recognition," IEEE Journal of Biomedical and Health Informatics, 2025.

DOI: doi.org/10.1109/JBHI.2025.3637058  

Download 📃

J10. P. Paral, S. Ghosh, S. K. Pal, and A. Chatterjee, "Adaptive non-homogeneous granulation-aided density-based deep feature clustering for far infrared sign language images," IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 9, no. 2, pp. 1269-1280, Apr. 2025.

DOI: doi.org/10.1109/TETCI.2024.3510292  

Download 📃

J9. S. Ghosh, P. Paral, A. Chatterjee, and S. Munshi, "A novel 2-D robust LPP-based approach using density-based neighborhood granulation for challenging visual cue detection," IEEE Sensors Journal, vol. 25, no. 5, pp. 8665-8673, Mar. 2025.

DOI: doi.org/10.1109/JSEN.2025.3529208  

Download 📃

J8. S. Ghosh, A. S. Mondal, and A. Chatterjee, "Student’s t-uniform mixture-based robust sparse coding model for sign language recognition from thermal images," Measurement, vol. 246, Art. no. 116619, Mar. 2025.

DOI: doi.org/10.1016/j.measurement.2024.116619  

Download 📃

J7. R. R. Sahoo, S. Ghosh, S. Mani, and P. K. Kundu, "Prediction of ECG fiducial parameters from PPG signals for the analysis of cardiovascular diseases: A novel Gaussian process regression-based approach," Biomedical Signal Processing and Control, vol. 90, Art. no. 105838, Apr. 2024.

DOI: doi.org/10.1016/j.bspc.2023.105838 

Download 📃

J6. S. Chaudhuri, S. Ghosh, D. Dey, S. Munshi, B. Chatterjee, and S. Dalai, "Denoising of partial discharge signal using a hybrid framework of total variation denoising-autoencoder," Measurement, vol. 223, Art. no. 113674, Dec. 2023.

DOI: doi.org/10.1016/j.measurement.2023.113674 

Download 📃

J5. S. Ghosh, P. Paral, and A. Chatterjee, "Weight thresholded regularized robust coding for vision sensing-based hand gesture detection in collaborative robotics," Physica Scripta, vol. 98, no. 11, Art. no. 116002, Oct. 2023.

DOI: doi.org/10.1088/1402-4896/acfe5a 

Download 📃

J4. S. Ghosh, P. Paral, A. Chatterjee, and S. Munshi, "Rough entropy-based fused granular features in 2D locality preserving projections for high-dimensional vision sensor data," IEEE Sensors Journal, vol. 23, no. 16, pp. 18374-18383, Aug. 2023. 

DOI: doi.org/10.1109/JSEN.2023.3288113  

Download 📃

J3. S. Ghosh, A. Chatterjee, and S. Munshi, "Visual cue-aided human supervised robot navigation guidance in photometrically challenging environments using adaptive spatial-feature kernel-guided bilateral LPP," Measurement Science and Technology, vol. 34, no. 10, Art. no. 105404, Jul. 2023.

DOI: doi.org/10.1088/1361-6501/ace2dd 

Download 📃

J2. S. Ghosh, P. Paral, A. Chatterjee, and S. Munshi, "Histogram refined local ternary pattern-based bilateral LPP for vision sensor-based robot navigation guidance under challenging environments," IEEE Sensors Letters, vol. 7, no. 6, pp. 1-4, Art. no. 6002904, Jun. 2023.

DOI: doi.org/10.1109/LSENS.2023.3272832 

Download 📃

J1. P. Paral, S. Ghosh, A. Chatterjee, and S. K. Pal, "Automatic relevance determination kernel-embedded Gaussian process regression for sonar-based human leg localization with a mobile robot," IEEE Sensors Letters, vol. 7, no. 1, Art. no. 6000504, pp.1-4, Jan. 2023.

DOI: doi.org/10.1109/LSENS.2022.3232920 

Download 📃