Matching of 3d Wire-frame Building Models with Image Features from Infrared Video Sequences Taken by Helicopters or Uavs

نویسنده

  • J. Avbelj
چکیده

3D building models are helpful for interpretation of the image contents. Registering them with the images a matching of image features and corresponding structures in the 3D model is required. In this work a method to register a building model and extracted features detected in IR image sequences taken by helicopter or UAVs is presented. Polygons of the building model are projected to the images, using coarse orientation parameters obtained by GPS/INS. By the point-to-point matching of projected polygons and features extracted from the image the values of the projection matrix are improved. Two different point types, i.e. Förstner points and intersection points, are extracted in infrared (IR) images and used for matching. For experiments a sample data set from a dense urban area is used and presented results are evaluated.

برای دانلود رایگان 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

Model-to-image Registration and Automatic Texture Mapping Using a Video Sequence Taken by a Mini Uav

3D city models are used in many fields. Photorealistic building textures find applications such as façade reconstruction, thermal building inspections and heat leakage detection using thermal infrared (TIR) images, quantitative evaluation or study of the materials lying on the object’s surface using multispectral images. Often texturing cannot be done using the same data which was used for 3D r...

متن کامل

Alignment of 3d Building Models and Tir Video Sequences with Line Tracking

Thermal infrared imagery of urban areas became interesting for urban climate investigations and thermal building inspections. Using a flying platform such as UAV or a helicopter for the acquisition and combining the thermal data with the 3D building models via texturing delivers a valuable groundwork for large-area building inspections. However, such thermal textures are useful for further anal...

متن کامل

Extending SAR Image Despckling methods for ViSAR Denoising

Synthetic Aperture Radar (SAR) is widely used in different weather conditions for various applications such as mapping, remote sensing, urban, civil and military monitoring. Recently, a new radar sensor called Video SAR (ViSAR) has been developed to capture sequential frames from moving objects for environmental monitoring applications. Same as SAR images, the major problem of ViSAR is the pres...

متن کامل

A Hybrid Algorithm based on Deep Learning and Restricted Boltzmann Machine for Car Semantic Segmentation from Unmanned Aerial Vehicles (UAVs)-based Thermal Infrared Images

Nowadays, ground vehicle monitoring (GVM) is one of the areas of application in the intelligent traffic control system using image processing methods. In this context, the use of unmanned aerial vehicles based on thermal infrared (UAV-TIR) images is one of the optimal options for GVM due to the suitable spatial resolution, cost-effective and low volume of images. The methods that have been prop...

متن کامل

Realistic Façade Texturing of Digital Building Models

The market related to 3D geospatial information is drastically increasing especially in the current internet or mobile environments. Many famous companies, such as Google and Microsoft, are already providing lots of 3D geospatial information in such environments. One of the interesting 3D geospatial information is 3D building information. However, most of the 3D building models produced by such...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010