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We propose an 80-hour Dataset of Multimodal Semantic Egocentric Videos (DoMSEV) covering a wide range of activities. The videos were recorded using either a GoPro Hero camera or a built setup composed of a 3D Inertial Movement Unit (IMU) attached to the Intel Realsense R200 RGB-D camera. Different people recorded the videos in varied illumination and weather conditions. The recorders labeled the videos informing the scene where some segment were taken (e.g., indoor, urban, crowded environment, or nature), the activity performed (walking, running, standing, browsing, driving, biking, eating, cooking, eating, observing, in conversation, playing, or shopping), if something caught their attention and when they interacted with some object. Also, we create a profile for each recorder representing their preferences over a set of objects and visual concepts.

Citation

@InProceedings{Silva2018,
  title     = {A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos},
  booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},  
  author    = {M. M. Silva and W. L. S. Ramos and J. P. K. Ferreira and F. C. Chamone and M. F. M. Campos and E. R. Nascimento},
  Year      = {2018},
  Address   = {Salt Lake City, USA},
  month     = {Jun.},
  intype    = {to appear in},
  pages     = {},
  volume    = {}, 
  number    = {}, 
  doi       = {},
  ISBN      = {}
}

Videos info

Detailed videos information such as Duration, Resolution, Capture Device, FOV, FPS, Camera Mounting, and Sensors (GPS, IMU, Depth).

Downloads

  • 3D built Model
  • 3D model of a case for the Realsense R200 RGB-D camera with support for the LORD MicroStrain 3DM-GX3-25 and GoPro mount adapter.

    Download the STL model of the setup.

  • DoMSEV – Dataset of Multimodal Semantic Egocentric Videos (NEW)

    You can customize the download following the next steps:

    1. Select files to download (expand the tree for more detail).
    2. After selecting at least one file the Download buttons will be enabled.

    Then, you can either click in the

    • Download sh file buttom to download a shell script file with the wget command to download all the selected files and place them in the repective folders.
    • Download files list buttom to download a list of files that you can use into a download manager software.


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