Publication
Graphics and multimedia
Project
On-device ML for Object and Activity Detection
To process data locally, we have accelerated ML computations via ASICs that incorporate efficient pipelining and parallelism techniques. We have also compressed ML models by scaling their bit-precision values.
Publication
Symmetry-Aware Façade Parsing with Occlusions
Microsoft Research Blog
Primetime Engineering Emmy® Award goes to HEVC, a key technology behind ultra-high definition TV
A technology standard that helps deliver ultra-high definition video to everything from smartphones to stadium displays will receive an Emmy® Award on October 25. The 2017 Primetime Emmy Engineering Award, from the Academy of Television…
Publication
Surveillance video coding with vehicle library
Publication
Dense semantic 3d reconstruction
Video
Articulated Human Pose Tracking with Inertial Sensors
Thus far, capturing human body motion has only been possible with precisely-positioned sensors and cameras in well-calibrated studio environments. This constraint has fundamentally restricted the application of motion-capture technology to low-no mobility scenarios. To precisely…
