Judging distance by motion-based visually mediated odometry

نویسندگان

  • Igor Katsman
  • Alfred M. Bruckstein
  • Robert J. Holt
  • Ehud Rivlin
چکیده

Inspired by the abilities of both the praying mantis and the pigeon to judge distance by use of motionbased visually mediated odometry, we create miniature models for depth estimation that are similar to the head movements of these animals. We develop mathematical models of the praying mantis and pigeon visual behavior and describe our implementations and experimental environment. We investigate structure from motion problems when images are taken from a camera whose focal point is translating according to each of the biological models. This motion in the first case is reminiscent of a praying mantis peering its head left and right, apparently to obtain depth perception, hence the moniker “mantis head camera.” In the second case this motion is reminiscent of a pigeon hobbing its head hack and forth, also apparently to obtain depth perception, hence the moniker “pigeon head camera.” We present the performance of the mantis head camera and pigeon head camera models and provide experimental results of the algorithms. We provide the comparison of the definitiveness of the results obtained by both models. The precision of our mathematical model and its implementation is consistent with the experimental facts obtained from various biological experiments.

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

Visually mediated odometry in honeybees

The ability of honeybees to gauge the distances of short flights was investigated under controlled laboratory conditions where a variety of potential odometric cues such as flight duration, energy consumption, image motion, airspeed, inertial navigation and landmarks were manipulated. Our findings indicate that honeybees can indeed measure short distances travelled and that they do so solely by...

متن کامل

The mantis head camera (why the praying mantis is so good at catching its prey)

Inspired by the abilities of the praying mantis to judge distance to its prey before the strike by use of motion-based visually mediated odometry, we create miniature model for depth estimation that are similar to the head movements of the Praying Mantis. We develop mathematical models of the praying mantis behavior and describe our implementations and experimental environment. We investigate s...

متن کامل

Head Movements for Depth Perception: Praying Mantis versus Pigeon

Inspired by the abilities of both the praying mantis and the pigeon to judge distance by use of motionbased visually mediated odometry, we create miniature models for depth estimation that are similar to the head movements of these animals. We develop mathematical models of the praying mantis and pigeon visual behavior and describe our implementations and experimental environment. We investigat...

متن کامل

Monocular Omnidirectional Visual Odometry for Outdoor Ground Vehicles

This paper describes an algorithm for visually computing the ego-motion of a vehicle relative to the road under the assumption of planar motion. The algorithm uses only images taken by a single omnidirectional camera mounted on the roof of the vehicle. The front ends of the system are two different trackers. The first one is a homography-based tracker that detects and matches robust scale invar...

متن کامل

Correcting Vehicle Heading in Visual Odometry by Using Image Appearance

This paper describes a visual odometry algorithm for onroad vehicles under planar motion assumption. The algorithm uses as only input images taken by a single omnidirectional camera mounted on the roof of the vehicle. To achieve accurate motion estimation results, we decouple the rotation and translation estimation. In particular, we use a feature based ground plane tracker to estimate the tran...

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 2003