########################## ### SynthHands Dataset ### ########################## ---------------------------------------------------------------------------------------------------------------------------------------------- | Terms of use: | | The provided dataset is intended for research purposes only and any use of it for non-scientific and/or commercial means is not allowed. | | This includes publishing any scientific results obtained with our data in non-scientific literature, such as tabloid press. | | If you use this dataset, you are required to cite the following paper: | | | | Mueller F, Mehta D, Sotnychenko O, Sridhar S, Casas D, Theobalt C. | | Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor. | | Proc. of the IEEE International Conference on Computer Vision 2017. | | | | Refer to the license (license.txt) distributed with the data. | | | ---------------------------------------------------------------------------------------------------------------------------------------------- The dataset contains example images for female and male hands, both with and without interaction with objects. Directory structure: * CameraCalibration_640x480.txt * joints.png * license.txt * README.txt (this file) * _/ * seqID/ * virtualCameraID/ * partition/ (s.t. every directory contains 500 example frames) For every frame, the following data is provided: - depth: 16-bit depth image (in mm) - color_on_depth: 24-bit color image mapped to the depth view (i.e., the intrinsics and extrinsics correspond to the depth camera and only valid depth pixels have an assigned color) - color: 24-bit color image of the hand (and object), with chroma-keyed background ready for augmentation (RGB-key: 14, 255, 14) - joint_pos: 3D joint positions in the coordinate system of the depth camera (in mm). The values are organized as a linear concatenation of the x,y,z-position of every joint (joint1_x, joint1_y, joint1_z, joint2_x, ...). The order of the 21 joints is as follows: W, T0, T1, T2, T3, I0, I1, I2, I3, M0, M1, M2, M3, R0, R1, R2, R3, L0, L1, L2, L3. Please also see joints.png for a visual explanation.