Neural network

Human shape reconstruction with loose clothes from partially observed data by pose specific deformation

Reconstructing the entire body of moving human in a computer is important for various applications, such as tele-presence, virtual try-on, etc. For the purpose, realistic representation of loose clothes or non-rigid body deformation is a challenging …

Finding important people in a video using deep neural networks with conditional random fields

Finding important regions is essential for applications, such as content-aware video compression and video retargeting to automatically crop a region in a video for small screens. Since people are one of main subjects when taking a video, some …