Machine Learning

Graph Computing and Linked Big Data Analytics
Prof. Peng visited the System G group in IBM T. J. Watson Research Center, NY in 2016.

Visual Search (VS)
Due to the rapid growth of the Internet, there are tremendous amount of information (text, document, etc.) stored on the Internet. As a result, network search engine has been developed to search for the information by text. However, with the progress of software and hardware... more

High Efficiency Video Coding (HEVC)
High Efficiency Video Coding (HEVC), also known as Next-Generation Video Coding, is a new video coding standard which is currently under the joint development of ISO/IEC MPEG and ITU-T VCEG.This new standard aims to provide higher compression efficiency (~50% bit-rate reduction) than the state-of-the-art AVC standard...more

Screen Content Coding (SCC)
As we need to record, store, and/or transmit the screen contents, which refer to videos/images generated/rendered by computers or some other electronic devices, Screen Content Coding (SCC) is important and indispensable, and has been used widely for various applications, e.g., desktop sharing, video conferencing ... more

Scalable Video Coding (SVC)
Scalable video coding (SVC) is an extension of some target codec design. The objective of SVC is to enable the encoding of a single video bit stream that contains one or more substreams that can themselves be decoded with complexity and reconstruction quality similar to that achieved using the target codec... more