Journals Publication

  1. G. Siddhad, A. Gupta, D. P. Dogra, and P. P. Roy, "Efficacy of transformer networks for classification of EEG data," Biomedical Signal Processing and Control, vol. 87, p. 105488, (2024). Details 
  2. G. Siddhad, M. Iwamura, and P. P. Roy,  "Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Modeel Approach," arXiv preprint arXiv:2401.16878, (2024). Details 
  3. T. Ali, and P. P. Roy, "Enhancing Small Object Encoding in Deep Neural Networks: Introducing Fast&Focused-Net with Volume-wise Dot Product Layer," arXiv preprint arXiv:2401.09823,(2024).Details 
  4. D. D. Chakladar, P. P. Roy, and V. Chang, "Integrated spatio-temporal deep clustering (ISTDC) for cognitive workload assessment," Biomedical Signal Processing and Control, vol. 89, p.105703, (2024).Details 
  5. P. Kaushik, H. Yang, and P. P. Roy, "Comparing resting state and task-based EEG using machine learning to predict vulnerability to depression in a non-clinical population," Sci Rep, vol. 13(1), p. 746, (2023). Details
  6. A. Gaurav, X. Song, S. K. Manhas, P. P. Roy, and M. M. De Souza, "A Solid Electrolyte ZnO Thin Film Transistor for classification of spoken digits using Reservoir Computing," 7th IEEE Electron Devices Technology & Manufacturing Conference (EDTM), Seoul, Korea, Republic of, pp. 1-3,(2023). Details
  7. T. Lotey, P. Keserwani, D. P. Dogra, and P. P. Roy, "Feature Reweighting for EEG-based Motor Imagery Classification," arXiv preprint arXiv:2308.02515, (2023).Details
  8. S. Kumar, P. P. Roy, D. P. Dogra,and B. G. Kim, " A Comprehensive Review on Sentiment Analysis: Tasks, Approaches and Applications," arXiv preprint arXiv:2311.11250,(2023).Details
  9. D. D. Chakladar, and P. P. Roy, "Cognitive workload estimation using physiological measures: a review," Cognitive Neurodynamics, pp.1-21, (2023).Details
  10. P. Keserwani, T. Lotey, R. Keshari, and P. P. Roy, " Separate Scene Text Detector for Unseen Scripts is Not All You Need" arXiv preprint arXiv:2307.15991, (2023).Details
  11. T. Ali, and P. P. Roy, "Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents," arXiv preprint arXiv:2310.16527,(2023).Details
  12. A. Gupta, R. Daniel, A. Rao, P. P. Roy, S. Chandra, and B.G. Kim, "Raw Electroencephalogram-Based Cognitive Workload Classification Using Directed and Nondirected Functional Connectivity Analysis and Deep Learning," Big Data,(2023). Details
  13. P. Kaushik, A. Moye, and M.v. Vugt, "Decoding the cognitive states of attention and distraction in a real-life setting using EEG," Sci Rep , vol. 12(1), p. 20649, (2022). Details
  14. A. Gupta, C. Kaiser, J. Everaert, M. K. van Vugt, and P. P. Roy, " Modeling effects of rumination on free recall using ACT-R," PsyArXiv,(2022).Details
  15. M. Jangpangi, S. Kumar, and D. Bhardwaj, "Handwriting Recognition Using Wasserstein Metric in Adversarial Learning," SN COMPUT. SCI. vol. 4(1), p. 43, (2023). Details
  16. T.  Ali, M. F. H. Siddiqui, S. Shahab, and P. P. Roy, "GMIF: A Gated Multiscale Input Feature Fusion Scheme for Scene Text Detection," in IEEE Access, vol. 10, pp. 93992-94006, (2022). Details
  17. T. Rangari, S. Kumar, and P. P. Roy, "Video based exercise recognition and correct pose detection," Multimed Tools Appl vol. 81(21), pp. 30267–30282, (2022). Details
  18. P. Keserwani, R. Saini, M. Liwicki, and P. P. Roy, "Robust Scene Text Detection for Partially Annotated Training Data," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 32(12), pp. 8635-8645, Dec, (2022) Details
  19. V. Pandey, K. Anand, A. Kalra, A. Gupta, P. P. Roy, and B. G. Kim, "Enhancing object detection in aerial images," Math. Biosci. Eng, vol. 19(8), pp. 7920-7932,(2022). Details
  20. A. Gaurav, X. Song, S. Manhas, A. Gilra, E. Vasilaki, and P. Roy, "Reservoir computing for temporal data classification using a dynamic solid electrolyte ZnO thin film transistor,"  Frontiers in Electronics, vol. 3, p. 869013, (2022). Details
  21. D.M. Madhiarasan, and P. P. Roy, "Hybrid Transformer Network for Different Horizons-based Enriched Wind Speed Forecasting," arXiv:2204.09019, (2022). Details
  22. D.M. Madhiarasan, and P.P. Roy, "A Comprehensive Review of Sign Language Recognition: Different Types, Modalities, and Datasets," arXiv:2204.03328, (2022). Details
  23. D. D. Chakladar, S. Datta, P. P. Roy, and A. P. Vinod, "Cognitive Workload Estimation Using Variational Auto Encoder & Attention-based Deep Model," in IEEE Transactions on Cognitive and Developmental Systems, (2023). Details
  24. S. Behera, D. P. Dogra, M. K. Bandyopadhyay, and P. P. Roy, "Crowd Characterization in Surveillance Videos Using Deep-Graph Convolutional Neural Network," in IEEE Transactions on Cybernetics, (2023). Details
  25. J. Manhas, R. K. Gupta, and P. P. Roy, "A Review on Automated Cancer Detection in Medical Images using Machine Learning and Deep Learning based Computational Techniques: Challenges and Opportunities," Arch Computat Methods Eng, vol. 29(5), pp. 2893-2933, (2021). Details
  26. M. Madhiarasan, M. Louzazni, and P. P. Roy, " Novel cooperative multi-input multilayer perceptron neural network performance analysis with application of solar irradiance forecasting," International Journal of Photoenergy, 2021, pp.1-24, (2021). Details
  27. S. Behera, D. P. Dogra, M. K. Bandyopadhyay, and P. P. Roy, "Understanding crowd flow patterns using active-Langevin model," Pattern Recognition vol. 119, p. 108037, (2021). Details
  28. A. Pathak, S. Kumar, P. P. Roy, and B. G. Kim, "Aspect-Based Sentiment Analysis in Hindi Language by Ensembling Pre-Trained mBERT Models," Electronics, vol. 10(21), p. 2641, (2021). Details
  29. M. Madhiarasan, M. Louzazni, and P. P. Roy, "Novel Cooperative Multi-Input Multilayer Perceptron Neural Network Performance Analysis with Application of Solar Irradiance Forecasting," International Journal of Photoenergy, pp. 1-24, (2021). Details
  30. A. Gupta,  G. Siddhad, V. Pandey, P. P. Roy, and B. G. Kim, "Subject-Specific Cognitive Workload Classification Using EEG-Based Functional Connectivity and Deep Learning," Sensors, vol. 21(20), p. 6710, (2021) Details
  31. D. D. Chakladar, P. Kumar, S. Mandal, P. P. Roy, M. Iwamura, and B. G. Kim, "3D Avatar Approach for Continuous Sign Movement Using Speech/Text," Applied Sciences, 11(8), p.3439, (2021).Details
  32. A. Gupta, P. P. Roy, and V. Dutt, "Evaluation of Instance-Based Learning and Q-Learning Algorithms in Dynamic Environments," in IEEE Access, vol. 9, pp. 138775-138790, (2021). Details
  33. R. Saini, P. Kumar, P. P. Roy, and U. Pal, "Modeling local and global behavior for trajectory classification using graph-based algorithm," in Pattern Recognition Letters, vol. 150, pp. 280-288, (2021). Details
  34. D. D. Chakladar, P. P. Roy, and M. Iwamura, "EEG-Based Cognitive State Classification and Analysis of Brain Dynamics Using Deep Ensemble Model and Graphical Brain Network," in IEEE Transactions on Cognitive and Developmental Systems, vol. 14(4), pp. 1507-1519, (2021). Details
  35. K. K. Santhosh, D. P. Dogra, P. P. Roy, and A. Mitra, "Vehicular Trajectory Classification and Traffic Anomaly Detection in Videos Using a Hybrid CNN-VAE Architecture," IEEE Transactions on Intelligent Transportation Systems, vol. 23(8), pp. 11891-11902, (2021). Details
  36. P. Keserwani, and P. P. Roy, "Text Region Conditional Generative Adversarial Network for Text Concealment in the Wild," IEEE Transactions on Circuits and Systems for Video Technology,vol. 32(5), pp. 3152-3163, (2021). Details
  37. Y. J. Heo, B. G. Kim, and P. P. Roy, "Frontal Face Generation Algorithm from Multi-view Images based on Generative Adversarial Network," Journal of Multimedia Information System,vol. 8(2), pp. 85-92, (2021). Details
  38. M. Maruyama, S. Ghose, K. Inoue, P. P. Roy, M. Iwamura, and M. Yoshioka, " Word-level sign language recognition with multi-stream neural networks focusing on local regions,"  arXiv preprint arXiv:2106.15989, (2021).  Details
  39. A. Ahmed, R. Pal, D. P. Dogra, S. Kar, P. P. Roy, and D. K. Prasad, "Topic-based Video Analysis: A Survey," ACM Computing Surveys, vol. 54(6), pp. 1-34, (2021). Details
  40. V. Khurana, P. Kumar, P. P. Roy and D. P. Dogra, E. Scheme, and M. Soleymani, "A Survey on Neuromarketing using EEG Signals," IEEE Transactions on Cognitive and Developmental Systems, vol. 13(4), pp. 732-749, (2021). Details
  41. P. Keserwani, A. Dhankhar, R. Saini, and P. P. Roy, "Quadbox: Quadrilateral Bounding Box Based Scene Text Detection Using Vector Regression," IEEE Access, vol. 9, pp. 36802-36818, (2021). Details
  42. S. K. Behera, P. Kumar, D. P. Dogra, and P. P. Roy, "A Robust Biometric Authentication System for Handheld Electronic Devices by Intelligently Combining 3D Finger Motions and Cerebral Responses," IEEE Transactions on Consumer Electronics, vol. 67(1), pp. 58-67, (2021). Details
  43. P. P. Roy, P. Kumar, and B. G. Kim," An efficient Sign Language Recognition (SLR) System using Camshift Tracker and Hidden Markov Model (HMM)," SN Computer Science, vol. 2, pp. 1-15, (2021). Details
  44. S. Ghosh, S. Ghosh, P. Kumar, E. Scheme, and P. P. Roy, "A Novel Spatio-Temporal Siamese Network for 3D Signature Recognition," Pattern Recognition Letters, vol. 144, pp. 13-20, (2021). Details
  45. D. D. Chakladar, P. Kumar, P. P. Roy, D. P. Dogra, E. Scheme, and V. Chang, "A multimodal-Siamese Neural Network (mSNN) for Person Verification using Signatures and EEG," Information Fusion,vol. 71, pp. 17-27, (2021). Details
  46. P. P. Roy, P. Kumar, S. Patidar, and R. Saini, "3D Word Spotting using Leap Motion Sensor," Multimedia Tools and Applications, vol. 80, pp. 11671-11689, (2020). Details
  47. S. Behera, D. P. Dogra, M. K. Bandyopadhyay, and P. P. Pratim Roy, "Segmentation and visualization of crowd flows in videos using hybrid force model," In 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2020, SciTePress, (2020).Details
  48. L. N. Wang, W. Liu, G. Zhong, P. P. Roy, J. Dong, and K. Huang, "Compressing Deep Networks by Neurons Agglomerative Clustering," Sensors, vol. 20(21), p. 6033, (2020). Details
  49. M. Chhetri, S. Kumar, P. P. Roy, and B. G. Kim, "Deep BLSTM-GRU Model For Monthly Rainfall Prediction A case study of Simtokha, Bhutan," Remote Sensing, vol. 12, pp. 3174, (2020). Details
  50. G. Kumar, P. Keserwani, P. P. Roy, and D. P. Dogra, "Logo detection using weakly supervised saliency map," Multimedia Tools and Applications, vol. 80, pp. 4341-4365, (2020). Details
  51. K. K. Santhosh, D. P. Dogra, and P. P. Roy, "Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey," ACM Computing Surveys, vol. 53(6), pp. 1-26, (2020). Details
  52. A. Sharma, P. Kumar, V. Maddukuri, N. Madamshetti, K. KG, S. S. S. Kavuru, R. Balasubramanian, and P. P. Roy, "Fast Griffin Lim based Waveform Generation Strategy for Text-to-Speech Synthesis," Multimedia Tools and Applications, vol. 79, pp. 30205-30233, (2020). Details
  53. S. Kumar, K. De, and P. P. Roy, "Movie Recommendation System using Sentiment Analysis from Microblogging Data," IEEE Transactions on Computational Social Systems, vol.  7(4), pp. 915-923, (2020). Details
  54. P. Roy, S. Bhattacharya, P. P. Roy, and U. Pal, " Position and Rotation Invariant Sign Language Recognition from 3D Point Cloud Data with Recurrent Neural Networks," arXiv preprint arXiv:2010.12669, (2020).Details
  55. A. Ahmed, D. P. Dogra, S. Kar, P. P. Roy, and D. K. Prasad, "Can we automate diagrammatic reasoning?," Pattern Recognition, vol. 106, pp. 107412, (2020). Details
  56. D. D. Chakladar, S. Dey, P. P. Roy, and D. P. Dogra, "EEG-based Mental Workload Estimation Using Deep BLSTM-LSTM Network and Evolutionary Algorithm," Biomedical Signal Processing and Control, vol. 60, pp. 101989, (2020). Details
  57. A. Ahmed, D. P. Dogra, S. Kar, P. P. Roy, and D. Prasad, "ELM-HTM Guided Bio-inspired Unsupervised Learning for Anomalous Trajectory Classification," Cognitive Systems Research, vol. 63, pp. 30-41, (2020). Details
  58. S. Gupta, P. P. Roy, D. P. Dogra, and B. G. Kim, "Retrieval of colour and texture images using local directional peak valley binary pattern," Pattern Analysis and Applications, vol. 23, pp. 1569-1585, (2020).Details
  59. A. Ahmed, D. P. Dogra, S. Kar, and P. P. Roy, "Video trajectory analysis using unsupervised clustering and multi-criteria ranking," Soft Computing, vol. 24, pp. 16643-16654,(2020).Details
  60. S. Behera, D. P. Dogra, M. K. Bandyopadhyay, and P. P. Roy, "Estimation of Linear Motion in Dense Crowd Videos using Langevin Model," Expert Systems With Applications, vol. 150, pp. 113333, (2020).Details
  61. P. P. Roy, P. Kumar, and V. Chang, "A Hybrid Classifier combination for Home Automation using EEG Signals," Neural Computing and Applications, vol. 32, pp. 16135-16147, (2020).Details
  62. S. Kumar, M. Gahalawat, P. P. Roy, D. P. Dogra, and B. G. Kim, "Exploring impact of Age and Gender on Sentiment Analysis using Machine Learning," Electronics, vol. 9(2), pp. 374, (2020). Details
  63. S. Ghose, A. Das, A. K. Bhunia, and P. P. Roy, "Fractional Local Neighborhood Intensity Pattern for Image Retrieval using Genetic Algorithm," Multimedia Tools and Applications, vol. 79, pp. 18527–18552, (2020).Details
  64. B. Kaur, D. Singh, and P. P. Roy, "A Study of EEG for Enterprise Multimedia Security," Multimedia Tools and Applications, vol. 79, pp. 10805–10823, (2020).Details
  65. A. K. Bhunia, P. P. Roy, A. Sain and U. Pal, "Zone-based Keyword Spotting in Bangla and Devanagari Documents," Multimedia Tools and Applications, vol. 79, pp. 27365-27389, (2019).Details
  66. P. Kumar, R. Saini, B. Kaur, E. Scheme, and P. P. Roy, "Fusion of Neuro-Signals and Dynamic Signatures for Person Authentication," Sensors, vol. 19(21), pp. 1-16, (2019).Details
  67. A.K. Bhunia, A. Konwer, A. K.Bhunia, A. Bhowmick, P. P. Roy, and U. Pal" Script identification in natural scene image and video frames using an attention based convolutional-LSTM network," Pattern Recognition, 85, pp.172-184,(2019).Details
  68. A. Mittal, P. Kumar, P. P. Roy, R. Balasubramanian, and B. B. Chaudhuri " A modified LSTM model for continuous sign language recognition using leap motion," IEEE Sensors Journal, 19(16), pp.7056-7063, (2019).Details
  69. A. K. Bhunia, S. Mukherjee, A. Sain, A. K. Bhunia, P. P. Roy, and U. Pal, "Indic Handwritten Script Identification using Offline-Online Multimodal Deep Network," Information Fusion, vol. 57, pp. 1-14, (2019).Details
  70. K. Das, D. Das Chakladar, P. P. Roy, A. Chatterjee, and S. P. Saha, "Epileptic seizure prediction by the detection of seizure waveform from the pre-ictal phase of EEG signal," Biomedical Signal Processing and Control, vol. 57, pp. 101750, (2020). Details
  71. S. Mukherjee, P. Kumar, and P. P. Roy, "Fusion of spatio-temporal information for Indic word recognition combining Online and Offline text data," ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 19, pp. 1-24, (2019).Details
  72. K. K. Santhosh, A. Chakraborty, D. P. Dogra, and P. P. Roy, "Likelihood Learning in Modified Dirichlet Process Mixture Model for Video Analysis," Pattern Recognition Letters, vol. 128, pp. 211-219, (2019).Details
  73. D. Sadhya, K. De, R. Balasubramanian, and P. P. Roy, "Efficient Extraction of Consistent Bit Locations from Binarized Iris Features," Expert Systems With Applications , vol. 140, p. 112884, (2020).Details
  74. K. K. Santhosh, D. P. Dogra, and P. P. Roy, "A Queuing Theory based Approach for Prediction of Trac Signal Duration using Dirichlet Process Mixture Model," Expert Systems with Applications, vol. 118, pp. 169-181, (2019).
  75. K. K. Santhosh, D. P. Dogra, P. P. Roy, and B. B. Chaudhuri, "Trajectory-based Scene Understanding using Dirichlet Process Mixture Model," IEEE Transactions on Cybernetics, pp. 1-14, (2019) .Details
  76. A. K. Bhunia, A. K. Bhunia, S. Ghose, A. Das, P. P. Roy, and U. Pal, "A Deep One-Shot Network for Query-based Logo Retrieval," Pattern Recognition, vol. 96, p. 106965, (2019).Details
  77. S. Mukherjee, A. Ahmed, D. P. Dogra, S. Kar, and P. P. Roy, "Fingertip Detection and Tracking for Recognition of Air-Writing in Videos," Expert Systems with Applications, vol. 136, pp. 217-229, (2019).Details
  78. K. K. Santhosh, S. Mohapatra, D. P. Dogra, P. P. Roy, and B. G. Kim, "Computer Vision-guided Intelligent Traffic Signaling for Isolated Intersections," Expert Systems with Applications, vol. 134, pp. 267-278, (2019).Details
  79. A. K. Bhunia, A. Alaei, and P. P. Roy, "Signature Verification Approach using Fusion of Hybrid Texture Features," Neural Computing and Applications, vol. 31(12), pp. 8737–8748, (2019).Details
  80. A. Mittal, P. Kumar, P. P. Roy, R. Balasubramanian, and B. B. Chaudhuri, "A Modified-LSTM Model for Continuous Sign Language Recognition using Leap motion," IEEE Sensors Journal, vol. 19, pp. 7056-7063, (2019).Details
  81. D. Sadhya, K. De, R. Balasubramanian, and P. P. Roy, "Development of a clustering based fusion framework for locating the most consistent IrisCodes bits," Information Sciences, vol. 491, pp. 1-15, (2019).Details
  82. J. H. Kim, B. G. Kim, P. P. Roy, and D. M. Jeong, "Efficient Facial Expression Recognition Algorithm Based on Hierarchical Deep Neural Network Structure," IEEE Access, vol. 7, pp. 41273-41285, (2019).Details
  83. A. K. Bhunia, A. Bhattacharyya, P. Banerjee, P. P. Roy, and S. Murala, "A Novel Feature Descriptor for Image Retrieval by Combining Modified Color Histogram and Diagonally Symmetric Co-occurrence Texture Pattern," Pattern Analysis and Applications, vol. 23, pp. 703–723, (2020).Details
  84. A. Singla, P. P. Roy, and D. P. Dogra, "Visual Rendering of Shapes Guided by Air Hand Gestures," Displays, vol. 57, pp. 18-33, (2019).Details
  85. P. Keserwani, T. Ali, and P. P. Roy, "Handwritten Bangla Character and Numeral Recognition using Convolutional Neural Network for low-memory GPU," International Journal of Machine Learning and Cybernetics, vol. 10 (12), pp. 3485-3497, (2019).Details
  86. P. Kaushik*, A. Gupta*, P. P. Roy, and D. P. Dogra, "EEG-based Age and Gender Prediction Using Deep BLSTM-LSTM Network Model," IEEE Sensors, vol. 19, pp. 2634 - 2641, (2018). [*Both authors contributed equally]Details
  87. R. Saini, P. Kumar, B. Kaur, P. P. Roy, D. P. Dogra, and K. C. Santosh, "Kinect sensor-based interaction monitoring system using the BLSTM neural network in healthcare," International Journal of Machine Learning and Cybernetics, vol. 10, pp. 2529-2540, (2018).Details
  88. V. Jain, V. Metta, and P. P. Roy, "Comparative study of sentiment analysis on trending issues on social media," International Journal of Advanced in Management, Technology and Engineering Sciences,vol. 8, pp.1739-1750, (2018).Details
  89. P. P. Roy, A. Mohta, and B. B. Chaudhuri," Synthetic data generation for Indic handwritten text recognition" arXiv preprint arXiv:1804.06254,(2018).Details
  90. A. F. Ansari, P. P. Roy, and D. P. Dogra, "Exercise classification and event segmentation in Hammersmith Infant Neurological Examination videos," Machine Vision and Applications, 29, pp.233-245,(2018).Details
  91. R. Ghosh, P. Kumar, and P. P. Roy, "A Dempster-Shafer Theory Based Classifier Combination for Online Signature Recognition and Verification Systems," International Journal of Machine Learning and Cybernetics, vol. 10(9), pp. 2529-2540, (2018).DetailsDataset
  92. S. Kumar, M. Yadava, and P. P. Roy, "Fusion of EEG Response and Sentiment Analysis of Products Review to Predict Customer Satisfaction," Information Fusion, vol. 52, pp. 41-52, (2018).Details
  93. S. Jaiswal, S. Virmani, V. Sethi, K. De, and P. P. Roy, "An Intelligent Recommendation System using Gaze and Emotion Detection," Multimedia Tools and Applications, vol. 78, pp. 14231-14250, (2018).Details
  94. A.K. Dash, S. K. Behera, D. P. Dogra, and P. P. Roy, "Designing of Marker-based Augmented Reality Learning Environment for Kids Using Convolutional Neural Network Architecture," Displays, vol. 55, pp. 46-54, (2018).Details
  95. K. K. Santhosh, D. P. Dogra, and P. P. Roy, "Queuing theory guided intelligent traffic scheduling through video analysis using Dirichlet process mixture model," Expert Systems with Applications, vol. 118, pp. 169-181, (2019).Details
  96. K. M. Sudeep, V. Amarnath, A. R. Pamaar, K. De, R. Saini, and P. P. Roy, "Tracking Players in Broadcast Sports," Journal of Multimedia Information System, vol. 5(4), pp. 257-264, (2018).Details
  97. S. K. Kumaran, D. P. Dogra, P. P. Roy, and B. B. Chaudhuri, " Dynamic Trajectory Model for Analysis of Traffic States using DPMM" arXiv preprint arXiv:1803.06613, (2018). Details
  98. A. Singhal, P. Kumar, R. Saini, P. P. Roy, D. P. Dogra, and B. G. Kim, "Summarization of Videos by Analyzing Affective State of the User through Crowdsource," Cognitive Systems Research, vol. 52, pp. 917-930, (2018).Details
  99. P. Kumar, A. Singhal, R. Saini, P. P. Roy, and D. P. Dogra, "A Pervasive Authentication System for Cloud Environment using EEG Signals," Displays, vol. 55, pp. 1-8, (2018).Details
  100. P. Singh, R. Balasubramanian, and P. P. Roy, "Detection of Seal and Signature Entities with Hierarchical Recovery based on Watermark Self Embedding in Tampered Digital Documents," Displays,  vol. 54, pp. 47-59, (2018).Details
  101. 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, vol. 27(5), pp. 1-10, (2018).Details
  102. N. Bhattacharya, P. P. Roy, and U. Pal, "Sub-stroke-wise Relative Feature for Online Indic Handwriting Recognition," ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 18 , pp. 1-16, (2018).Details
  103. A. Gupta, P. Kumar, H. Sahu, N. Nanecha, P. P. Roy, and V. Chang, "Enhancing text using emotion detected from EEG signals," Journal of Grid Computing, vol. 17(2),  pp. 325–340, (2018).Details
  104. G. S. Hong, B.G. Kim, D. P. Dogra, and P. P. Roy, " A survey of real-time road detection techniques using visual color sensor," Journal of Multimedia Information System, 5(1), pp.9-14,(2018).Details
  105. A. Bhattacharya, R. Saini, P. P. Roy, D. P. Dogra, and S. Kar, "Recognizing Gender from Human Facial Regions using Genetic Algorithm," Soft Computing, vol. 23(17), pp. 8085-8100, (2018).Details
  106. P. P. Roy, A. K. Bhunia, A. Bhattacharyya, and U. Pal, "Word Searching in Scene Image and Video Frame in Multi-Script Scenario using Dynamic Shape Coding," Multimedia Tools and Applications, vol. 78(6), pp. 7767-7801, (2018).Details
  107. A. K. Bhunia, A. Konwer, A. Bhowmick, A. K. Bhunia, P. P. Roy, and U. Pal, "Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network," Pattern Recognition, vol. 85, pp. 172-184, (2018).Details
  108. A. Ahmed, D. P. Dogra, S. Kar, and P. P. Roy, "Trajectory-based surveillance analysis: A survey," IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, pp. 1-13, (2018).Details
  109. P. Singh, P. P. Roy, and R. Balasubramanian, "Writer identification using texture features: A comparative study," Computers and Electrical Engineering, vol. 71, pp. 1-21, (2018).Details
  110. P. Banerjee, A. K. Bhunia, A. Bhattacharyya, P. P. Roy, and S. Murala, “Local Neighborhood Intensity Pattern–A new texture feature descriptor for image retrieval," Expert Systems with Applications, vol. 113, pp. 100-115, (2018).Details
  111. S. K. Behera, S. Bhoi, D. P. Dogra, and P. P. Roy, "Robustness Analysis of Leap Motion Sensor Guided Air Authentication System," IEEE Transactions on Consumer Electronics, vol. 64(2), pp. 171-179, (2018).Details
  112. R. Saini, P. Kumar, P. P. Roy, and D. P. Dogra, "A Novel Framework of Continuous Human-Activity Recognition using Kinect," Neurocomputing, vol. 311, pp. 99-111, (2018).Details
  113. K. K. Santhosh, D. P. Dogra, and P. P. Roy, "Temporal Unknown Incremental Clustering (TUIC) Model for Analysis of Traffic Surveillance Videos," IEEE Transactions on Intelligent Transportation Systems, vol. 20, pp. 1762-1773, (2018).Details
  114. R. Mandal, P. P. Roy, U. Pal, and M. Blumenstein, "Bag-of-Visual-Words for Signature-Based Multi-Script Document Retrieval," Neural Computing and Applications, vol. 31, pp. 6223-6247, (2018).Details
  115. B. Kaur, D. Singh, and P. P. Roy, "Age and Gender Classification using Brain Computer Interface," Neural Computing and Applications, vol. 31, pp. 5887-5900, (2018).Details
  116. A. Ahmed, D. P. Dogra, S. Kar, and P. P. Roy, "Surveillance Scene Representation and Trajectory Anomaly Detection Using Aggregation of Multiple Concepts," Expert Systems with Applications, vol. 101, pp. 43-55, (2018).Details
  117. S. K. Behera, D. P. Dogra, and P. P. Roy, "Fast Recognition and Verification of 3D Air Signatures Using Convex Hull," Expert Systems with Applications, vol. 100, pp. 106-119, (2018).Details
  118. A. K. Bhunia, P. P. Roy, A. Mohta, and U. Pal, "Cross-language Framework for Word Recognition and Spotting of Indic Scripts," Pattern Recognition, vol. 79, pp.12-31, (2018).Details
  119. R. Ghosh, P. P. Roy, and P. Kumar, "Smart Device Authentication Based on Online Handwritten Script Identication and Word Recognition in Indic Scripts Using Zone-Wise Features," IJISMD, pp. 21-55, (2018).Details
  120. S. K. Behera, S. Bhoi, D. P. Dogra, and P. P. Roy, "Robustness analysis of motion sensor guided air authentication system," IEEE Transactions on Consumer Electronics, vol. 64(2), pp.171-179, (2018).Details
  121. R. Saini, P. P. Roy, and D. P. Dogra, "A Novel Point-Line Duality Feature for Trajectory Classification," The Visual Computer, vol. 35, pp. 415-427, (2018).Details
  122. P. Kumar, R. Saini, P. P. Roy, and U. Pal, "A Lexicon-free Approach for 3D Handwriting Recognition using Classifier Combination," Pattern Recognition Letters, vol. 103, pp. 1-7, (2018).Details
  123. P. Kumar, S. Mukherjee, R. Saini, P. P. Roy, D. P. Dogra, and B. G. Kim, "Plant Disease Identification using Deep Neural Networks," Journal of Multimedia Information System, vol. 4(4), pp. 233-238, (2017).Details
  124. S. Mukherjee, R. Saini, P. Kumar, P. P. Roy, D. P. Dogra, and B. G. Kim, "Fight Detection in Hockey Videos using Deep Network," Journal of Multimedia Information System, vol. 4(4), pp. 225-232, (2017).Details
  125. M. Verma, N. Sood, P. P. Roy, and B. Raman, "Images: A dataset and texture-feature based performance evaluation," Proceedings of Advances in Intelligent Systems and Computing, (2017). Details
  126. A. Fatir, P. P. Roy, and D. P. Dogra, "Exercise Classification and Event Segmentation in HINE Videos," Machine Vision and Applications, vol. 29, pp. 233-245, (2017).Details
  127. 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, vol. 430, pp. 163-178, (2018). [*Both authors contributed equally]Details
  128. V. Khurana, P. Kumar, R. Saini, and P. P. Roy, "EEG based Word Familiarity using Features and Frequency Bands Combination," Cognitive Systems Research, vol. 49, pp. 33-48, (2018).Details
  129. P. Kumar, P. P. Roy, and D. P. Dogra, "Independent Bayesian Classifier Combination based Sign Language Recognition using Facial Expression," Information Sciences, vol. 428, pp. 30-48, (2018).Details
  130. R. Saini, P. P. Roy, and D. P. Dogra, "A Segmental HMM based Trajectory Classification using Genetic Algorithm," Expert Systems With Applications, vol. 93, pp. 169-181, (2018).Details
  131. B. Kaur, D. Singh, and P. P. Roy," EEG based emotion classification mechanism in BCI," Procedia computer science, vol. 132, pp.752-758,(2018).Details
  132. A. Sain, A. K. Bhunia, P. P. Roy, and U. Pal, "Multi-Oriented Text Detection and Verification in Video Frames and Scene Images," Neurocomputing, vol. 275, pp. 1531-1549, (2018).Details
  133. P. Kumar, R. Saini, P. P. Roy, P. Sahu, and D. P. Dogra, "Envisioned Speech Recognition using EEG Sensors," Personal and Ubiquitous Computing, vol. 22, pp. 185-199, (2017).DetailsDataset
  134. N. Bhattacharya, U. Pal, and P. P. Roy, "Cleaning of Online Bangla Free-form Handwritten Text," ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 17(1), pp. 8:1-8:25, (2017).Details
  135. P. P. Roy, A. K. Bhunia, and U. Pal, "HMM-based Writer Identification in Music Score Documents without Staff-Line Removal," Expert Systems With Applications, vol. 89, pp. 222-240, (2017).Details
  136. S. K. Behera, D. P. Dogra, and P. P. Roy, "Analysis of 3D Signatures Recorded Using Leap Motion Sensor," Multimedia Tools and Applications, vol. 77, pp. 14029-14054, (2017).Details
  137. A. Ahmed, D. P. Dogra, S. Kar, and P. P. Roy, "Unsupervised Classification of Erroneous Video Object Trajectories," Soft Computing, vol. 22, pp. 1-21, (2017).Details
  138. P. Kumar, R. Saini, P. P. Roy, and D. P. Dogra, "A Position and Rotation Invariant Framework for Sign Language Recognition (SLR) using Kinect," Multimedia Tools and Applications, vol. 77(7). pp. 8823-8846 (2017).DetailsDataset
  139. A. K. Bhunia, G. Kumar, P. P. Roy, R. Balasubramanian, and U. Pal, "Text Recognition in Scene Image and Video Frame using Color Channel Selection," Multimedia Tools and Applications, vol. 77(7), pp. 8551-8578, (2017).Details
  140. Y. Chherawala, P. P. Roy, and M. Cheriet, "Combination of context-dependent Bidirectional Long Short-term Memory classifiers for robust offline handwriting recognition," Pattern Recognition Letters, vol. 90, pp. 58-64, (2017).Details
  141. P. P. Roy, R. Kumar, and S. Sharma," A novel fuzzy document based information retrieval model for forecasting," Fuzzy Information and Engineering, vol. 9(2), pp.137-159,(2017).Details
  142. M. Yadava, P. Kumar, R. Saini, P. P. Roy, and D. P. Dogra, "Analysis of EEG Signals and Its Application to Neuromarketing," Multimedia Tools and Applications, vol. 76, pp. 19087–19111, (2017).DetailsDataset
  143. A. Mittal, P. P. Roy, P. Singh, and R. Balasubramanian, "Rotation and Script Independent Text Detection from Video Frames using Sub Pixel Mapping," Journal of Visual Communication and Image Representation, vol. 46, pp. 187-198, (2017).Details
  144. N. Bhattacharya, P. P. Roy, U. Pal, and S. K. Setua, "Online Bangla Handwritten Word Recognition," Malaysian Journal of Computer Science, vol. 31, pp. 300-310 (2017).Details
  145. 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, vol. 89, pp. 62-71, (2017).Details
  146. H. Gauba, P. Kumar, P. P. Roy, P. Singh, D. P. Dogra, and R. Balasubramanian, "Prediction of Advertisement Preference by Fusing EEG Response and Sentiment Analysis," Neural Networks, vol. 92, pp. 77-88, (2017).Details
  147. P. P. Roy, A. K. Bhunia, A. Das, P. Dhar, and U. Pal, "Keyword Spotting in Doctor's Handwriting on Medical Prescriptions," Expert Systems With Applications, vol. 76, pp. 113-128, (2017).Details
  148. D. Chakraborty, P. P. Roy, R. Saini, J. M. Alvarez, and U. Pal, "Frame selection for OCR from video stream of book flipping," Multimedia Tools and Applications, vol. 77(1), pp. 985-1008, (2018).Details
  149. P. Kumar, R. Saini, P. P. Roy, and D. P. Dogra, "Study of Text Segmentation and Recognition using Leap Motion Sensor," IEEE Sensors, vol. 17(5), pp. 1293-1301, (2017).Details
  150. P. Kumar, H. Gauba, P. P. Roy, and D. P. Dogra, "Coupled HMM-based Multi-Sensor Data Fusion for Sign Language Recognition," Pattern Recognition Letters, vol. 86, pp. 1-8, (2017).Details
  151. K.C. Santosh, and P. P. Roy, "Arrow detection in biomedical images using sequential classifier," International Journal of Machine Learning and Cybernetics, vol. 9(6), pp. 993-1006, (2018).Details
  152. B. Kaur, D. Singh, and P. P. Roy, "A Novel Framework of EEG-based User Identification by Analyzing Music-Listening Behavior," Multimedia Tools and Applications, vol. 76(24), pp. 25581-25602, (2017).Details
  153. P. Singh, R. Balasubramanian, and P. P. Roy, "A multimodal biometric watermarking system for digital images in redundant discrete wavelet transform," Multimedia Tools and Applications, vol. 76(3), pp. 3871-3897, (2017).Details
  154. A. Alaei, P. P. Roy, and U. Pal, "Logo and Seal Based Administrative Document Image Retrieval: A Survey," Computer Science Review, vol. 22, pp. 47-63, (2016).Details
  155. P. Kumar, R. Saini, P. P. Roy, and D. P. Dogra, "3D Text Segmentation and Recognition using Leap Motion," Multimedia Tools and Applications, vol. 76(15), pp. 16491–16510, (2017).Details
  156. P. P. Roy, A. K. Bhunia, and U. Pal, "Date-Field Retrieval in Scene Image and Video Frame using Text Enhancement and Shape Coding," Neurocomputing, vol. 274, pp. 37-49, (2018).Details
  157. P. Kumar, H. Gauba, P. P. Roy, and D. P. Dogra, "A Multimodal Framework for Sensor based Sign Language Recognition," Neurocomputing, vol. 259, pp. 21-38, (2017).Details
  158. N. Paul, A. Singh, A. Midya, P. P. Roy, and D. P. Dogra, "Moving Object Detection using Modified Temporal Differencing and Local Fuzzy Thresholding," The Journal of Supercomputing, vol. 73(3), pp. 1120-1139, (2017).Details
  159. P. P. Roy, A. K. Bhunia, A. Das, P. Dey, and U. Pal, "HMM-based Indic Handwritten Word Recognition using Zone Segmentation," Pattern Recognition, vol. 60, pp. 1057-1075, (2016).DetailsDataset
  160. P. P. Roy, "A novel fuzzy document-based information retrieval scheme (FDIRS)," In Applied Informatics ,Vol. 3, No. 1, pp. 1-21, SpringerOpen, (2016). Details
  161. P. P. Roy, G. Zhong, and M. Cheriet, "Tandem HMMs Using Deep Belief Networks for Offline Handwriting Recognition," Frontiers of Information Technology & Electronic Engineering, Vol.18 (7), pp. 978-988, (2017).Details
  162. K.C. Santosh, N. Alam, P. P. Roy, L. Wendling, S. Antani, and G. Thoma, "A simple and efficient arrowhead detection in biomedical images," International Journal of Pattern Recognition and Artificial Intelligence, vol. 30(5), pp. 1-16, (2016).Details
  163. Y. Chherawala, P. P. Roy, and M. Cheriet, "Feature set evaluation for offline handwriting recognition systems: Application to the recurrent neural network model," IEEE Transactions on Cybernetics, vol. 46(12), pp. 2825-2836, (2015).Details
  164. P. P. Roy, F. Rayar, and J.Y. Ramel, "Word Spotting in Historical Documents using Primitive based Dynamic Programming," Image and Vision Computing, vol. 44, pp. 15-28, (2015).Details
  165. S. Roy, P. Shivakumara, P. P. Roy, U. Pal, C. L. Tan, and T. Lu, "Bayesian Classifier for Multi-Oriented Video Text Recognition System," Expert Systems with Applications, vol. 42, pp. 5554-5566, (2015).Details
  166. R. Mandal, S. Pal, P. P. Roy, U. Pal, and M. Blumenstein, "Spatial Pyramid Matching-based Multi-script Off-line Signature Identication," Journal of the American Society of Questioned Document Examiners, vol. 18(1), pp. 3-9, (2015).
  167. P. P. Roy, U. Pal, and J. Llados, "Word Searching in Unconstrained Layout using Character Pair Coding," International Journal of Document Analysis and Recognition, vol.17 (4), pp. 343-358, (2014).Details
  168. R. Mandal, P. P. Roy, U. Pal, and M. Blumenstein, "Multi-lingual Date Field Extraction for Automatic Document Retrieval by Machine," Information Sciences, vol. 314, pp. 277-292, (2014).Details
  169. R. Mandal, P. P. Roy, and U. Pal, "Signature Segmentation from Machine Printed Documents using Contextual Information," International Journal on Pattern Recognition and Articial Intelligence (IJPRAI) vol. 26(7), (2012).Details
  170. P. P. Roy, U. Pal, and J. Llados, "Text Line Extraction in Graphical Documents using Background and Foreground Information," International Journal of Document Analysis and Recognition vol.15 (3), pp. 227-241, (2012).Details
  171. P. P. Roy, U. Pal, J. Llados, and M. Delalandre, "Multi-Oriented Touching Text Character Segmentation in Graphical Documents using Dynamic Programming," Pattern Recognition vol. 45, pp. 1972-1983, (2012).Details
  172. P. P. Roy, U. Pal, and J. Llados, "Document Seal Detection using GHT and Character Proximity Graphs," Pattern Recognition, vol. 44, pp. 1282-1295, (2011).Details
  173. U. Pal, P. P. Roy, N. Tripathy, and J. Llados, "Multi-Oriented Bangla and Devnagari Text Recognition," Pattern Recognition, vol. 43, pp. 4124-4136, (2010).Details
  174. P. P. Roy, U. Pal, and J. Lladós, "Touching text character localization in graphical documents using SIFT," In International Workshop on Graphics Recognition ,pp. 199-211, Berlin, Heidelberg: Springer Berlin Heidelberg, (2009).Details
  175. P. P. Roy, U. Pal, and J. Lladós, "Recognition of multi-oriented touching characters in graphical documents," In 2008 Sixth Indian Conference on Computer Vision, Graphics & Image Processing, pp. 297-304, IEEE, (2008).Details
  176. U. Pal, and P. P. Roy, "Multioriented and curved text lines extraction from Indian documents," IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 34(4), pp.1676-1684,(2004).Details
  177. U. Pal, P. P. Roy, N, Tripathy, and H. Hase, " Artistic Line Extraction from Indian Documents," IEICE Technical Report; IEICE Tech. Rep, 104(448), pp.65-70, (2004). Details