Offset Vertical Stereo System for Real-Time Range-Finding to Preceding Vehicles

نویسندگان

  • Nozomi Miyazaki
  • Morito Shiohara
  • Takashi Itoh
  • Shigeki Fukuyama
چکیده

positions of each vertical projections of long horizontal We have developed a new real-time range-finding edges as particular characteristics of vehicles in front. system based on vertical stereo vision for measuring the distance to vehicles in front. In the system, stereo images are inputted from vertical cameras which are placed in the periphery of the windshield. However, the placement causes to the difference of vehicle's size in upper and lower images and missing stereo matching. To solve the problem, we proposed the powerful stereo matching algorithm that increases the missing. The method has two processes; the first process is to select particular characteristics of vehicles as matching candidates. The second process is to correspondence the same characteristic of the vehicles in the candidates using size invariant measure. To evaluate the accuracy of our algorithm, we compared measured values with actual distance. The result that the measured value is close to the actual one is indicated to few missing matching. Moreover, we implemented the algorithm on our high-speed generalpurpose video image processing system, ISHTAR, and processed video data in expressway scenes. We confirmed robustness of the algorithm under environmental changes, such as various vehicles in front, sunlight changes and shadows.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Temporal consistent real-time stereo for intelligent vehicles

This paper presents a real-time stereo image sequences matching approach dedicated to intelligent vehicles applications. The main idea of the paper consists in integrating temporal information into the matching scheme. The estimation of the disparity map of an actual frame exploits the disparity map estimated for its preceding frame. An association between the two frames is searched, i.e. tempo...

متن کامل

A CNN Solution for Depth Estimation from Binocular Stereo Imagery

Novel results and experiments are presented on the application of cellular neural networks to binocular stereo vision. A CNN universal machine algorithm is described for depth estimation as a part of a stereo-vision-based guidance system for autonomous vehicles. Being most amenable to revealing stereo correspondence, extraction of vertical edges is performed first. Then their distance from the ...

متن کامل

High-Speed Obstacle Detection for Automated Highway Applications Thesis Proposal

Highway obstacle detection is a challenging problem. Highways present an unknown and dynamic environment with real-time constraints. In addition, the high speeds of travel force a system to detect objects at long ranges. Although there are a number of methods that can successfully detect moving vehicles, the more difficult problem of finding small, static road debris such as tires or crates rem...

متن کامل

An Application for Stereo Vision based Vehicle/Obstacle Detection for Driver Assistance

A stereo vision based vehicle/obstacle detection system has been proposed that generates alarms when vehicles/obstacles are detected in vicinity of near/mid region. Numerous techniques have been applied to detect vehicles/obstacles using a forward facing monocular camera mounted inside a vehicle. This paper presents a methodology for vehicle/obstacle detection using high resolution stereo camer...

متن کامل

An Application for Stereo Vision based Vehicle/Obstacle Detection for Driver Assistance

A stereo vision based vehicle/obstacle detection system has been proposed that generates alarms when vehicles/obstacles are detected in vicinity of near/mid region. Numerous techniques have been applied to detect vehicles/obstacles using a forward facing monocular camera mounted inside a vehicle. This paper presents a methodology for vehicle/obstacle detection using high resolution stereo camer...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 1998