Publications

a. Journals Publication

  1. A Mittal, P Kumar, PP Roy, R Balasubramanian, BB Chaudhuri. A Modified-LSTM Model for Continuous Sign Language Recognition using Leap motion, IEEE Sensors Journal, 2019.

  2. R Ghosh, P Kumar, PP Roy. A dempster–shafer theory based classifier combination for online signature recognition and verification systems, International Journal of Machine Learning and Cybernetics, 2019.

  3. A Gupta, H Sahu, N Nanecha, P Kumar, PP Roy, V Chang. Enhancing text using emotion detected from EEG signals, Journal of Grid Computing, 2019.

  4. A Singhal, P Kumar, R Saini, PP Roy, DP Dogra, B G Kim. Summarization of videos by analyzing affective state of the user through crowdsource, Cognitive Systems Research, 2018.

  5. P Kumar, A Singhal, R Saini, PP Roy, DP Dogra. A pervasive electroencephalography-based person authentication system for cloud environment, Displays, 2018.

  6. P. Kumar, S. Mukherjee, R. Saini, P. Kaushik, P. P. Roy and D. P. Dogra, "Multimodal Gait Recognition with Inertial Sensor Data and Video using Evolutionary Algorithm", IEEE Transactions on Fuzzy Systems, 2018.

  7. R. Saini, P. Kumar, P. P. Roy and D. P. Dogra, "A Novel Framework of Continuous Human-Activity Recognition using Kinect", Neurocomputing, 2018.

  8. P. Kumar, R. Saini, P. P. Roy and U. Pal, "A lexicon-free approach for 3D handwriting recognition using classifier combination", Pattern Recognition Letters, 2017.

  9. R. Saini*, B. Kaur*, P. Singh, P. Kumar, P. P. Roy, R. Balasubramanian and D. Singh, "Don't Just Sign Use Brain Too: A Novel Multimodal Approach for User Identification and Verification", Information Sciences, 2017.

  10. V. Khurana, P. Kumar, R. Saini, P. P. Roy. "EEG based Word Familiarity using Features and Frequency Bands Combination", Cognitive System Research, 2017.

  11. P. Kumar, P. P. Roy and D. P. Dogra, "Independent Bayesian Classifier Combination based Sign Language Recognition using Facial Expression", Information Sciences, 2017.

  12. P. Kumar, R. Saini, P. P. Roy, P. Sahu and D. P. Dogra, Envisioned Speech Recognition using EEG Sensors, Personal and Ubiquitous Computing, 2017.

  13. P. Kumar, R. Saini, P. P. Roy, D. P. Dogra, A position and Rotation Invariant Framework for Sign Language Recognition (SLR) using Kinect, Multimedia Tools and Applications, 2017.

  14. M. Yadava, P. Kumar, R. Saini, P. P. Roy, D. P. Dogra, Analysis of EEG Signals and Its Application to Neuromarketing, Multimedia Tools and Applications, 2017.

  15. P. Kumar, R. Saini, P. P. Roy and D. P. Dogra, A Bio-Signal based Framework to Secure Mobile Devices, Journal of Network and Computer Applications, 2017.

  16. H. Gauba, P. Kumar, P. P. Roy, P.Singh D. P. Dogra, R. Balasubramanian, Prediction of Advertisement Preference by Fusing EEG Response and Sentiment Analysis, Neural Networks, 2017.

  17. P. Kumar, H. Gauba, P. P. Roy, D. P. Dogra. Coupled HMM-based Multi-Sensor Data Fusion for Sign Language Recognition, Pattern Recognition Letters, 2017.

  18. P. Kumar, R. Saini, P. P. Roy, D. P. Dogra. Study of Text Segmentation and Recognition using Leap Motion Sensor, IEEE Sensors Journal, 2016.

  19. P. Kumar, H. Gauba, P. P. Roy, D. P. Dogra, A Multimodal Framework for Sensor based Sign Language Recognition, Neurocomputing, 2016.

  20. P. Kumar, R. Saini, P. P. Roy, D. P. Dogra. 3D Text Segmentation and Recognition using Leap Motion, Multimedia Tools and Applications, 2016.

  21. Pradeep Kumar, Sign Language Recognition (SLR) using Depth Sensors, 2018. PDF

b. Conferences Publication

  1. S Mukherjee, S Ghosh, S Ghosh, P Kumar, PP Roy, Predicting Video-frames Using Encoder-convlstm Combination, ICASSP 2019.

  2. S. Dutta, R. Saini, P. Kumar, P. P. Roy, An Efficient Approach for Recognition and Verification of Online Signatures using PSO. Asian Conference on Pattern Recognition (ACPR), 2017.

  3. R. Saini, P. Kumar, S. Dutta, P. P. Roy, U. Pal, Local Behavior Analysis for Trajectory Classification using Graph Embedding. Asian Conference on Pattern Recognition (ACPR), 2017.

  4. P. Kumar, R. Saini, C. Tumma, P. P. Roy, D. P. Dogra, Gait Analysis using Shadow Motion. Asian Conference on Pattern Recognition (ACPR), 2017.

  5. B. kaur, P. Kumar, P. P. Roy, D. Singh, Impact of Ageing on EEG based Biometric Systems. Asian Conference on Pattern Recognition (ACPR), 2017.

  6. R. Saini, P. Kumar, P. P. Roy, D. P. Dogra, An Efficient Approach for Trajectory Classification using FCM and SVM. IEEE Tensymp, 2017.

  7. P. Kumar, R. Saini, M. Yadava , P. P. Roy, D. P. Dogra, R. Balasubramanian. Virtual Trainer with Real-Time Feedback using Kinect Sensor. IEEE Tensymp, 2017.

  8. P. Kumar, R. Saini, P. Sahu , P. P. Roy, D. P. Dogra, R. Balasubramanian. Neurophone: an Assistive Framework to operate Smartphone using EEG Signals. IEEE Tensymp, 2017.

  9. P. Kumar, R. Saini, S. K. Behera, P. P. Roy, D. P. Dogra. Real-Time Recognition of Sign Language Gestures and Air-Writing using Leap Motion, Machine Vision and Applications (MVA), 2017.

  10. S. K. Behera, P. Kumar, P. P. Roy, D. P. Dogra. Fast Signature Spotting in Continuous Air Writing, Machine Vision and Applications (MVA), 2017.