Machine Learning-Based Fast Angular Prediction Mode Decision Technique in Video Coding
In this paper we propose a machine learning-based fast intra-prediction mode decision algorithm, using random forest that is an ensemble...
Bi-Directional Deformable Block-based Motion Estimation for Frame Rate-up Conversion of 360-degree V
We propose a bi-directional deformable block-based motion-estimation algorithm to improve the accuracy of a motion prediction in a...
Intrusion Detection System using Deep Neural Network for In-Vehicle Network Security
A novel intrusion detection system (IDS) using a deep neural network (DNN) is proposed to enhance the security of in-vehicular network....
Head pose estimation using Image Texture Learning with Random Forest
We propose a new head pose estimation technique based on Random Forest (RF) and Multi-scale Block Local Block Pattern (MB-LBP) features....
3D videos (multi-view video and depth map) processing and coding
3D videos (multi-view video and depth map) processing used for emerging 3D-TV broadcasting. Key coding technology of estimating a...
Two-layered DCT/Sparse representation for video coding
We propose a cascaded sparse/DCT (S/DCT) two-layer representation of prediction residuals, and implement this idea on top of the...