no code implementations • 16 Nov 2022 • Yao Lu, Yanan Liu
In this paper, we propose a method to jointly determine the status of hand-object interaction.
no code implementations • 2 Feb 2022 • Yanan Liu, Laurie Bose, Yao Lu, Piotr Dudek, Walterio Mayol-Cuevas
This work presents a method to implement fully convolutional neural networks (FCNs) on Pixel Processor Array (PPA) sensors, and demonstrates coarse segmentation and object localisation tasks.
no code implementations • 24 Dec 2021 • Jiahe Fan, Mohammud J. Bocus, Brett Hosking, Rigen Wu, Yanan Liu, Sergey Vityazev, Rui Fan
This further reduces the semantic gap between different feature channel layers.
no code implementations • 26 May 2021 • Yanan Liu, Jianing Chen, Laurie Bose, Piotr Dudek, Walterio Mayol-Cuevas
This work demonstrates direct visual sensory-motor control using high-speed CNN inference via a SCAMP-5 Pixel Processor Array (PPA).
no code implementations • 29 Sep 2020 • M Usman Maqbool Bhutta, Manohar Kuse, Rui Fan, Yanan Liu, Ming Liu
We develop a generic method for the keychallenging scenarios in multi-agent 3D mapping based on different camera systems.
no code implementations • 27 Sep 2020 • Yanan Liu, Laurie Bose, Colin Greatwood, Jianing Chen, Rui Fan, Thomas Richardson, Stephen J. Carey, Piotr Dudek, Walterio Mayol-Cuevas
Experimental results demonstrate that the algorithm's ability to enable a ground vehicle to navigate at an average speed of 2. 20 m/s for passing through multiple gates and 3. 88 m/s for a 'slalom' task in an environment featuring significant visual clutter.
no code implementations • 19 Jul 2019 • Zhanhao Xiao, Hai Wan, Hankui Hankz Zhuo, Jinxia Lin, Yanan Liu
The experimental results show that the domain models learned by our approach are much more effective on solving real planning problems.
no code implementations • 18 Jul 2018 • Rui Fan, Yanan Liu, Xingrui Yang, Mohammud Junaid Bocus, Naim Dahnoun, Scott Tancock
In this paper, we present a real-time stereo vision system used for road surface 3-D reconstruction.
1 code implementation • 5 Jul 2018 • Rui Fan, Yanan Liu, Mohammud Junaid Bocus, Lujia Wang, Ming Liu
Stereo vision technique has been widely used in robotic systems to acquire 3-D information.