Integrated Video Object Segmentation and Shape Coding

نویسنده

  • JANEZ ZALETELJ
چکیده

To enable content-based access and manipulation of video content, modern multimedia communications require per-object based access to video data. Two additional building blocks of video transmission systems needs to be defined, which enable access to video objects at the receiver end. These are video segmentation, which decomposes video frame into a set of layers, where each layer includes segmentation mask of one semantic video object, and shape coding system, which enables transmission of the segmentation information to the receiver. This paper presents a novel, integrated approach to the fore mentioned problem, where the parameters of object segmentation module and shape coding module are dynamically adjusted depending on bandwidth constraints. Background differencing with morphological filtering is used for extracting shape information, and B-splines are used for shape approximation. An efficient predictive scheme for adaptive arithmetic encoding of spline control points is used for shape coding. Key-Words: video coding, shape coding, video object segmentation

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

Real-time preprocessing and video object segmentation for high compression and content-based MPEG-4 coding

MPEG-4 video has been designed as a standard for video and audio compression, content-based functionalities, scalability of texture, images and video, shape coding, robustness in error-prone environment, and face and body animation. With all these functionalities, however, MPEG-4 still has limitations in practical software development. In this paper, we developed the frame preprocessing for rea...

متن کامل

Movingobject Segmentation with Adaptive Sprite

We have developed a moving-object segmentation method for standard-compliant DCT-based video coder. To be compliant with current block-based video coding standards, the proposed algorithm uses the DCT coefficients and motion vector of a block, respectively, as spatial and temporal features of segmentation. Since block-based motion vector may not be sufficient to represent true motion of object,...

متن کامل

Automatic Video Object Segmentation from VOP

The video coding standard MPEG-4 is enabling content-based functionalities of a prior decomposition of sequences into video object planes (VOP) so that each VOP represents a semantic object. Therefore extraction of semantic objects is an important part. There are various coding tools: shape coding, motion estimation and compensation, texture coding, multifunctional coding, error resilience, spr...

متن کامل

Multiresolution video object extraction fitted to scalable wavelet-based object coding

To enable content based functionalities in video processing algorithms, decomposition of scenes into semantic objects is necessary. A semi-automatic Markov random field based multiresolution algorithm is presented for video object extraction in a complex scene. In the first frame, spatial segmentation and user intervention determine objects of interest. The specified objects are subsequently tr...

متن کامل

Automatic segmentation of moving objects for video object plane generation

The new video coding standard MPEG-4 is enabling content-based functionalities. It takes advantage of a prior decomposition of sequences into video object planes (VOP’s) so that each VOP represents one moving object. A comprehensive review summarizes some of the most important motion segmentation and VOP generation techniques that have been proposed. Then, a new automatic video sequence segment...

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 2002