Deep neural network based single pixel prediction for unified video coding

H Li, M Trocan - Neurocomputing, 2018 - Elsevier
Classical video prediction methods exploit directly and shallowly the intra-frame, inter-frame
and multi-view similarities within the video sequences; the proposed video prediction …

Deep linear autoencoder and patch clustering-based unified one-dimensional coding of image and video

H Li - Journal of Electronic Imaging, 2017 - spiedigitallibrary.org
This paper proposes a unified one-dimensional (1-D) coding framework of image and video,
which depends on deep learning neural network and image patch clustering. First, an …

1D representation of Isomap for united video coding

H Li - Multimedia Systems, 2018 - Springer
This paper proposes a 1D representation of isometric feature mapping (Isomap) based
united video coding algorithms. First, 1D Isomap representations that maintain distances are …