Multiple single pixel dim target detection in infrared image sequence

نویسندگان

  • Mukesh A. Zaveri
  • S. N. Merchant
  • Uday B. Desai
چکیده

It is difficult to detect and classify multiple point targets in the presence of clutter and noise, in air borne IR image sequence. Most existing approaches assume target of several pixels size or of Gaussian shape with variance of 1.5 pixel. We propose a wavelet based detection technique for multiple single pixel dim targets in IR image sequence in the presence of clutter and noise. Temporal multiscale decomposition is used to detect temporal change. This temporal change map is postprocessed to reduce probability of false alarm and misdetection.

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

Point Target Detection using Wavelet in InfraRed image sequence

A wavelet based technique for multiple point targets detection in InfraRed image sequences in presence of clutter is proposed. Most existing approaches assume target of several pixels size or of Gaussian shape with variance of 1.5 pixel. We develop detection algorithm for single pixel targets. The proposed scheme works very well with SCNR dB. Key-words:Wavelet, Temporal Multiscale Decomposition...

متن کامل

Wavelet Based Detection, Modified Pipeline Algorithm for Multiple Point Targets Tracking In Infrared Image Sequences

A wavelet based technique for multiple point targets detection in InfraRed image sequences in presence of clutter is proposed. Most existing approaches assume target of several pixels size or of Gaussian shape with variance of 1.5 pixel. We develop detection and tracking algorithm for single pixel targets. We also propose a modified pipeline algorithm for tracking multiple single pixel targets ...

متن کامل

Dim Target Detection System Based on DSP

The research on distributed system’s dim target detection and tracking is very important to improve the performance of infrared guard system. When the image background is very intricate, and there are few pels of targets, it is very hard to check the target. An local texture analysis method which is very fit for dim target detection in low signal to noise rate was adopted to realize the detecti...

متن کامل

Quad-pixel edge detection using neural network

One of the most fundamental features of digital image and the basic steps in image processing, analysis, pattern recognition and computer vision is the edge of an image where the preciseness and reliability of its results will affect directly on the comprehension machine system made objective world. Several edge detectors have been developed in the past decades, although no single edge detector...

متن کامل

The Performance of Small Support Spatial and Temporal Filters for Dim Point Target Detection in Infrared Image Sequences

The effectiveness of small support spatial filters based on mean, median and morphological opening for the detection of scintillating ultra-dim stationary point targets in IR image sequences has been investigated. The effectiveness of two temporal filters was also studied. The filters were applied to two IR image sequences; an aircraft approaching in an uncluttered background, and an aircraft r...

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