Search Results for author: Yanan Liu

Found 9 papers, 1 papers with code

Egocentric Hand-object Interaction Detection

no code implementations16 Nov 2022 Yao Lu, Yanan Liu

In this paper, we propose a method to jointly determine the status of hand-object interaction.

Hand Pose Estimation Object

On-Sensor Binarized Fully Convolutional Neural Network with A Pixel Processor Array

no code implementations2 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.

Binarization Object +2

Direct Servo Control from In-Sensor CNN Inference with A Pixel Processor Array

no code implementations26 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).

Classification

Loop-box: Multi-Agent Direct SLAM Triggered by Single Loop Closure for Large-Scale Mapping

no code implementations29 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.

3D Reconstruction

Agile Reactive Navigation for A Non-Holonomic Mobile Robot Using A Pixel Processor Array

no code implementations27 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.

Navigate

Representation Learning for Classical Planning from Partially Observed Traces

no code implementations19 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.

Representation Learning

Real-Time Subpixel Fast Bilateral Stereo

1 code implementation5 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.

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