Dynamic motion analysis using wavelet flow surface images

نویسندگان

  • Jae-Khun Chang
  • Terrance L. Huntsberger
چکیده

We have developed a motion analysis method that combines the wavelet transform with the ow surface image technique. In dynamic navigation environments, whenever objects move, the projections of the objects onto the image plane also move. These projections build over time spatiotemporal surfaces of their movement and volumes created by the surfaces. This paper presents a new method for the interpretation of optical ow for moving objects from a sequence of images. Flow surface images of the moving objects are created within the wavelet-derived space, chosen from seven diierent directionally sensitive detail images using the 3-D wavelet decomposition. The motion estimation algorithm concentrates on the integration of information from the ow surface images, followed by a quadratic patch parame-terization and determination of ow paths of the end points of edges on the ow surface images. The results of two experimental studies with an object exhibiting out-of-plane translation and rotation are also reported.

منابع مشابه

تحلیل حرکت جریانات دریائی در تصاویر حرارتی سطح آب دریا

Oceanographic images obtained from environmental satellites by a wide range of sensors allow characterizing natural phenomena through different physical measurements. For instance Sea Surface Temperature (SST) images, altimetry data and ocean color data can be used for characterizing currents and vortex structures in the ocean. The purpose of this thesis is to derive a relatively complete frame...

متن کامل

Coherent Image Processing using Quaternion Wavelets

We develop a quaternion wavelet transform (QWT) as a new multiscale analysis tool for geometric image features. The QWT is a near shift-invariant, tight frame representation whose coefficients sport a magnitude and three phase values, two of which are directly proportional to local image shifts. The QWT can be efficiently computed using a dual-tree filter bank and is based on a 2-D Hilbert tran...

متن کامل

Influences of temporal evolution of ground motion frequency content on developed dynamic ratcheting in SDOF systems

Dynamic Ratcheting (DR) is a nonlinear dynamic phenomenon occurring in hysteretic damping systems. It means the structural plastic deformation increases asymmetrically in successive cycles under an earthquake excitation. Although it is generally recognized that DR is closely related to the frequency contents of an earthquake excitation applied to thestructure, no targeted analysis has bee...

متن کامل

Effect of the frequency content of earthquake excitation on damage detection in steel frames

In this study, the effect of earthquake frequency content and noise effects on damage detection has been investigated. For this purpose, the damage was defined as nonlinear behavior of beams and columns, and several ground motion records were scaled so that some elements yield under the applied excitation. Then the acceleration response data of each floor obtained using the nonlinear dynamic an...

متن کامل

Automatic Prostate Cancer Segmentation Using Kinetic Analysis in Dynamic Contrast-Enhanced MRI

Background: Dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) provides functional information on the microcirculation in tissues by analyzing the enhancement kinetics which can be used as biomarkers for prostate lesions detection and characterization.Objective: The purpose of this study is to investigate spatiotemporal patterns of tumors by extracting semi-quantitative as well as w...

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

متن کامل
عنوان ژورنال:
  • Pattern Recognition Letters

دوره 20  شماره 

صفحات  -

تاریخ انتشار 1999