Image Information Mining: Perspectives seen by DLR

نویسندگان

  • G. Schwarz
  • M. Datcu
چکیده

Based on our experience with existing image information mining (IIM) systems and their principal building blocks, we propose new implementation technologies for some of their typical functionalities. These new technologies are supposed to be more efficient than existing solutions and offer new performance perspectives. Motivated by potential new applications of TerraSAR-X data, we deal with feature extraction in transform domains, Kolmogorov complexity, hierarchical clustering, and Dirichlet modeling.

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

Faults and fractures detection in 2D seismic data based on principal component analysis

Various approached have been introduced to extract as much as information form seismic image for any specific reservoir or geological study. Modeling of faults and fractures are among the most attracted objects for interpretation in geological study on seismic images that several strategies have been presented for this specific purpose. In this study, we have presented a modified approach of ap...

متن کامل

Airborne Camera Experiments for Traffic Monitoring

Prediction of traffic, dynamic routing, off board navigation and a standardisation of traffic flow parameters are the cornerstones of modern intelligent transport systems. The development of such systems requires intelligent data acquisition from different sensors and platforms. Due to its spatial and temporal flexibility airborne sensors can provide useful information beside existing systems, ...

متن کامل

Ontology-based semantic image annotation can contribute in image management tasks such as indexing and sharing of medical images and regions

Ontologies are an effective means to formally specify and constrain knowledge. They have proved their utility in various data mining applications, especially in annotating text to render it machine interpretable. More challenging research perspectives arise when ontologies are used to annotate images where the information is encoded in numeric pixel values rather than in words and language gram...

متن کامل

An Innovative Concept for Image Information Mining

Information mining opens new perspectives and a huge potential for information extraction from large volumes of heterogeneous images and the correlation of this information with the goals of applications. We present a new concept and system for image information mining, based on modelling the causalities which link the image-signal contents to the objects and structures within interest of the u...

متن کامل

Image Restoration by Variable Splitting based on Total Variant Regularizer

The aim of image restoration is to obtain a higher quality desired image from a degraded image. In this strategy, an image inpainting method fills the degraded or lost area of the image by appropriate information. This is performed in such a way so that the obtained image is undistinguishable for a casual person who is unfamiliar with the original image. In this paper, different images are degr...

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 2008