Efficient Heterogeneous Video Segmentation at the Edge

no code implementations • 24 Aug 2022 • Jamie Menjay Lin, Siargey Pisarchyk, Juhyun Lee, David Tian, Tingbo Hou, Karthik Raveendran, Raman Sarokin, George Sung, Trent Tolley, Matthias Grundmann

We introduce an efficient video segmentation system for resource-limited edge devices leveraging heterogeneous compute.

Video Segmentation Video Semantic Segmentation

Instant 3D Object Tracking with Applications in Augmented Reality

no code implementations • 23 Jun 2020 • Adel Ahmadyan, Tingbo Hou, Jianing Wei, Liangkai Zhang, Artsiom Ablavatski, Matthias Grundmann

Our tracker is capable of performing relative-scale 9-DoF tracking in real-time on mobile devices.

3D Object Tracking Object Tracking

MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape Supervision

no code implementations • 7 Mar 2020 • Tingbo Hou, Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Matthias Grundmann

The former is used when there is only pose supervision, and the latter is for the case when shape supervision is available, even a weak one.

Monocular 3D Object Detection Pose Estimation

Instant Motion Tracking and Its Applications to Augmented Reality

no code implementations • 16 Jul 2019 • Jianing Wei, Genzhi Ye, Tyler Mullen, Matthias Grundmann, Adel Ahmadyan, Tingbo Hou

Augmented Reality (AR) brings immersive experiences to users.