Background Estimation of Lost Values Using Kinect’s Sensor in an Inpainting Technique
نویسندگان
چکیده
Kinect sensors or cameras be used here most recent automatic scheme used for selection of applications for instance gaming, facilitation of communication also health care on behalf of intensity amount of an environment under scanning at a higher frame rate. The kinect sensor generally make use of infrared light as a source of scanning the object, So the crisis in the system comes from the fact that if the infrared light beat the object like glass, plastics or further infrared light fascinating material the rays will be deflect slightly than being reflected, so will get a empty data in that part of an image contain those objects while acquire images at a higher frame rate (Video), It is very important to fill up the empty area in each frame so that neighboring regions does not get affected along by means of foreground and the back ground of an image. This procedure is called as Inpainting of an image. Here propose a more efficient Inpainting algorithm based on the background estimation into an image. Index Terms – Kinect,lost values,real-time,background estimation.
منابع مشابه
Video Subject Inpainting: A Posture-Based Method
Despite recent advances in video inpainting techniques, reconstructing large missing regions of a moving subject while its scale changes remains an elusive goal. In this paper, we have introduced a scale-change invariant method for large missing regions to tackle this problem. Using this framework, first the moving foreground is separated from the background and its scale is equalized. Then, a ...
متن کاملOnline Monitoring for Industrial Processes Quality Control Using Time Varying Parameter Model
A novel data-driven soft sensor is designed for online product quality prediction and control performance modification in industrial units. A combined approach of time variable parameter (TVP) model, dynamic auto regressive exogenous variable (DARX) algorithm, nonlinear correlation analysis and criterion-based elimination method is introduced in this work. The soft sensor performance validation...
متن کاملA Survey on Image Inpainting Techniques
Image inpainting is an art of missing value or a data in an image.The purpose of image inpainting is to reconstruct missing regions which is visible for human eyes. Image inpainting is the process of reconstructing lost part of images based on the background information. Image inpainting is a technique for restoring damaged old photographs and removing undesired objects from an image. The basic...
متن کاملAn Image Inpainting Using Patch-Based Synthesis Via Sparse Representation
Image inpainting is a art of missing value or a data in an image. The purpose of image inpainting is to reconstruct missing regions which is visible for human eyes. Image inpainting is the process of reconstructing lost part of images based on the background information. Image inpainting is a technique for restoring damaged old photographs and removing undesired objects from an image. The basic...
متن کاملفشردهسازی تصویر با کمک حذف و کدگذاری هوشمندانه اطلاعات تصویر و بازسازی آن با استفاده از الگوریتم های ترمیم تصویر
Compression can be done by lossy or lossless methods. The lossy methods have been used more widely than the lossless compression. Although, many methods for image compression have been proposed yet, the methods using intelligent skipping proper to the visual models has not been considered in the literature. Image inpainting refers to the application of sophisticated algorithms to replace lost o...
متن کاملذخیره 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 2014