Dataset

EEG Dataset for Workload, Attention, and Fatigue Classification in N-Back, Visual Search, and Continuous Performance Tasks Download

References: [Please cite the below paper if you use this dataset]

  • Nikhil Panwar, Vishal Pandey, & Partha Pratim Roy: EEG-CogNet: A deep learning framework for cognitive state assessment using EEG brain connectivity. Biomedical Signal Processing and Control, 98, 106770 (2024).

Bangla and Devanagari handwritten word images Download

References: [Please cite these following papers if you use this dataset]

  • Partha Pratim Roy, Ayan Kumar Bhunia, Ayan Das, Prasenjit Dey, Umapada Pal: HMM-based Indic handwritten word recognition using zone segmentation. Pattern Recognition 60: 1057-1075 (2016)
  • Ayan Kumar Bhunia, Abhirup Das, Ankan Kumar Bhunia, Perla Sai Raj Kishore, Partha Pratim Roy; The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019, pp. 4767-4776

Online Signature Recognition and VerificationDownload

References: [Please cite the following paper if you use this dataset]

  • Rajib Ghosh, Pradeep Kumar, Partha Pratim Roy: A Dempster-Shafer theory based classifier combination for online Signature recognition and verification systems. Int. J. Machine Learning & Cybernetics 10(9): 2467-2482 (2019)

Rotation and Position Invariant Sign Language Recognition Download

References: [Please cite the following paper if you use this dataset]

  • Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra: A position and rotation invariant framework for sign language recognition (SLR) using Kinect. Multimedia Tools Appl. 77(7): 8823-8846 (2018)

Envisioned speech recognition using EEG sensorsDownload

References: [Please cite the following paper if you use this dataset]

  • Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Pawan Kumar Sahu, Debi Prosad Dogra: Envisioned speech recognition using EEG sensors. Personal and Ubiquitous Computing 22(1): 185-199 (2018)

Analysis of EEG signals and its application to neuromarketingDownload

References: [Please cite the following paper if you use this dataset]

  • Mahendra Yadava, Pradeep Kumar, Rajkumar Saini, Partha Pratim Roy, Debi Prosad Dogra: Analysis of EEG signals and its application to neuromarketing. Multimedia Tools Appl. 76(18): 19087-19111 (2017)