activity
20172022
most citedCAAD: Computer Architecture for Autonomous Driving

23 citations · 91 across the 23 of their papers we have counts for

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Showing 2017Show all

6 papers · 1 filter

cs.RO2017★ 3 cited

FPGA-based ORB Feature Extraction for Real-Time Visual SLAM

Weikang Fang, Yanjun Zhang, Bo Yu +1

Simultaneous Localization And Mapping (SLAM) is the problem of constructing or updating a map of an unknown environment while simultaneously keeping track of an agent's location wi…

cs.RO2017★ 5 cited

PIRVS: An Advanced Visual-Inertial SLAM System with Flexible Sensor Fusion and Hardware Co-Design

Zhe Zhang, Shaoshan Liu, Grace Tsai +3

In this paper, we present the PerceptIn Robotics Vision System (PIRVS) system, a visual-inertial computing hardware with embedded simultaneous localization and mapping (SLAM) algor…

cs.DC2017

Distributed Simulation Platform for Autonomous Driving

Jie Tang, Shaoshan Liu, Chao Wang +1

Autonomous vehicle safety and reliability are the paramount requirements when developing autonomous vehicles. These requirements are guaranteed by massive functional and performanc…

cs.RO2017★ 5 cited

Real-Time Robot Localization, Vision, and Speech Recognition on Nvidia Jetson TX1

Jie Tang, Yong Ren, Shaoshan Liu

Robotics systems are complex, often consisted of basic services including SLAM for localization and mapping, Convolution Neural Networks for scene understanding, and Speech Recogni…

cs.AR2017★ 23 cited

CAAD: Computer Architecture for Autonomous Driving

Shaoshan Liu, Jie Tang, Zhe Zhang +1

We describe the computing tasks involved in autonomous driving, examine existing autonomous driving computing platform implementations. To enable autonomous driving, the computing…

cs.AR2017★ 3 cited

Embedded Systems Architecture for SLAM Applications

Jie Tang, Shaoshan Liu, Jean-Luc Gaudiot

In recent years, we have observed a clear trend in the rapid rise of autonomous vehicles, robotics, virtual reality, and augmented reality. The core technology enabling these appli…