Embedded computing framework for vision-based real-time surround threat analysis and driver assistance

F Lu, S Lee, R Kumar Satzoda… - Proceedings of the IEEE …, 2016 - cv-foundation.org
In this paper, we present a distributed embedded vision system that enables surround scene
analysis and vehicle threat estimation. The proposed system analyzes the surroundings of …

Vision-based front and rear surround understanding using embedded processors

RK Satzoda, S Lee, F Lu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Vision-based driver assistance systems involve a range of data-intensive operations, which
pose challenges in implementing them as robust and real-time systems on resource …

Scene understanding networks for autonomous driving based on around view monitoring system

J Yeol Baek, I Veronica Chelu… - Proceedings of the …, 2018 - openaccess.thecvf.com
Modern driver assistance systems rely on a wide range of sensors (RADAR, LIDAR,
ultrasound and cameras) for scene understanding and prediction. These sensors are …

A surround view camera solution for embedded systems

B Zhang, V Appia, I Pekkucuksen, Y Liu… - Proceedings of the …, 2014 - cv-foundation.org
Automotive surround view camera system is an emerging automotive ADAS (Advanced
Driver Assistance System) technology that assists the driver in parking the vehicle safely by …

Towards semantic understanding of surrounding vehicular maneuvers: A panoramic vision-based framework for real-world highway studies

MS Kristoffersen, JV Dueholm… - Proceedings of the …, 2016 - cv-foundation.org
This paper proposes the use of multiple low-cost visual sensors to obtain a surround view of
the ego-vehicle for semantic understanding. A multi-perspective view will assist the analysis …

A review of recent developments in vision-based vehicle detection

S Sivaraman, MM Trivedi - 2013 IEEE intelligent vehicles …, 2013 - ieeexplore.ieee.org
This document provides a review of the past decade's literature in on-road vision-based
vehicle detection. Over the past decade, vision-based surround perception has matured …

Looking at vehicles on the road: A survey of vision-based vehicle detection, tracking, and behavior analysis

S Sivaraman, MM Trivedi - IEEE transactions on intelligent …, 2013 - ieeexplore.ieee.org
This paper provides a review of the literature in on-road vision-based vehicle detection,
tracking, and behavior understanding. Over the past decade, vision-based surround …

Real-time detection, tracking, and classification of moving and stationary objects using multiple fisheye images

I Baek, A Davies, G Yan… - 2018 IEEE intelligent …, 2018 - ieeexplore.ieee.org
The ability to detect pedestrians and other moving objects is crucial for an autonomous
vehicle. This must be done in real-time with minimum system overhead. This paper …

Robust rear-view ground surface detection with hidden state conditional random field and confidence propagation

Z Yu, W Zhang, BVKV Kumar - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
We address the problem of detecting rear-view (obstacle free) ground surface using a
vehicle production camera. This task is considerably more challenging than general front …

Vision-based driving environment identification for autonomous highway vehicles

YJ Wu, CP Huang, FL Lian… - … on Networking, Sensing …, 2004 - ieeexplore.ieee.org
In this paper, we propose an approach to identify the driving environment for autonomous
highway vehicles by means of image processing and computer vision techniques. The …