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README.md
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license: apache-2.0
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# Palmpad Dataset
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The Palmpad Dataset is a publicly available multimodal dataset designed for research in finger-to-palm recognition. This dataset contains data from users, divided into two groups (Group 1 and Group 2). Each user's data consists of multiple video files in .avi format, along with corresponding frame-level annotation files in .txt format.
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## Overview
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Paper Title: Palmpad: Enabling Real-Time Index-to-Palm Touch Interaction with a Single RGB Camera
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## Dataset Content
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Each data sample includes a .avi video file and a corresponding .txt annotation file with frame-level labels.
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The dataset is divided into two groups.
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Applications: Finger-to-Palm Recognition
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## Dataset Structure
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The dataset is organized as follows:
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Palmpad_Dataset/
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β
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βββ group_1/
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β βββ user-0/
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β β βββ user-0_0.avi
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β β βββ user-0_0.txt
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β β βββ user-0_1.avi
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β β βββ user-0_1.txt
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β β βββ ...
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β βββ user-1/
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β β βββ ...
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β βββ ...
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β
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βββ group_2/
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β βββ user-0/
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β β βββ user-0_0.avi
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β β βββ user-0_0.txt
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β β βββ ...
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β βββ ...
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βββ ...
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File Descriptions
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group_1/ and group_2/: The dataset is split into two groups, each containing data from 16 users.
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user-{id}/: Data for each user is stored in a separate folder.
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user-{id}_{index}.avi: Video file capturing the user's action.
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user-{id}_{index}.txt: Frame-level annotation file corresponding to the video.
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Annotation Format
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The annotation files are plain text, where each line corresponds to a frame in the video. The format is as follows:
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<Timestamp> <downsample> <raw>
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<Timestamp>: The frame timestamp for each frame.
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<downsample>: The label of touch(1) or not(0) for the corresponding frame.
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<raw>: Middle value for calculate the label.
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Example:
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1691995008118219 0 0
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1691995008126552 0 0
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1691995008134885 0 0
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## Dataset Statistics
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User number: 16 users in Group 1, 16 users in Group 2.
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Average Data per User: Each user has multiple video files and corresponding annotation files.
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Video Resolution: 1280x720
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Video Frame Rate: 120 FPS
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## License
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This dataset is released under the following license: Apache 2.0
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For commercial or other uses, please contact the authors for permission.
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## Citation
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If you use the Palmpad Dataset in your research, please cite the following paper:
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Issues: Submit an issue on the Issues page of this repository.
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---
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license: apache-2.0
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---
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+
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# Palmpad Dataset
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The Palmpad Dataset is a publicly available multimodal dataset designed for research in finger-to-palm recognition. This dataset contains data from users, divided into two groups (Group 1 and Group 2). Each user's data consists of multiple video files in .avi format, along with corresponding frame-level annotation files in .txt format.
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## Overview
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Paper Title: Palmpad: Enabling Real-Time Index-to-Palm Touch Interaction with a Single RGB Camera
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## Dataset Content
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Each data sample includes a .avi video file and a corresponding .txt annotation file with frame-level labels.
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The dataset is divided into two groups.
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Applications: Finger-to-Palm Recognition
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## Dataset Structure
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The dataset is organized as follows:
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Palmpad_Dataset/
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β
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βββ group_1/
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β βββ user-0/
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β β βββ user-0_0.avi
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β β βββ user-0_0.txt
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β β βββ user-0_1.avi
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β β βββ user-0_1.txt
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β β βββ ...
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β βββ user-1/
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β β βββ ...
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β βββ ...
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β
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βββ group_2/
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β βββ user-0/
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β β βββ user-0_0.avi
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β β βββ user-0_0.txt
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β β βββ ...
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β βββ ...
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βββ ...
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File Descriptions
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group_1/ and group_2/: The dataset is split into two groups, each containing data from 16 users.
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user-{id}/: Data for each user is stored in a separate folder.
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user-{id}_{index}.avi: Video file capturing the user's action.
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user-{id}_{index}.txt: Frame-level annotation file corresponding to the video.
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+
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Annotation Format
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The annotation files are plain text, where each line corresponds to a frame in the video. The format is as follows:
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<Timestamp> <downsample> <raw>
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+
<Timestamp>: The frame timestamp for each frame.
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<downsample>: The label of touch(1) or not(0) for the corresponding frame.
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<raw>: Middle value for calculate the label.
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+
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Example:
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1691995008118219 0 0
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1691995008126552 0 0
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1691995008134885 0 0
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## Dataset Statistics
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User number: 16 users in Group 1, 16 users in Group 2.
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Average Data per User: Each user has multiple video files and corresponding annotation files.
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Video Resolution: 1280x720
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Video Frame Rate: 120 FPS
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## License
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This dataset is released under the following license: Apache 2.0
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For commercial or other uses, please contact the authors for permission.
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## Citation
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If you use the Palmpad Dataset in your research, please cite the following paper:
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Zhe He, Xiangyang Wang, Yuanchun Shi, Chi Hsia, Chen Liang, and Chun Yu. 2025. Palmpad: Enabling Real-Time Index-to-Palm Touch Interaction with a Single RGB Camera. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 551, 1β16. https://doi.org/10.1145/3706598.3714130
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## Contact
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If you have any questions or suggestions, please contact us via:
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Email: [email protected]
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Issues: Submit an issue on the Issues page of this repository.
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