Enhanced motion compensated frame interpolation using object layer inference

نویسندگان

  • T.-S. Wang
  • K.-S. Choi
  • H.-S. Jang
  • S.-J. Ko
چکیده

In motion compensated frame interpolation (MCFI), an interpolated frame is produced by placing objects according to their motion estimated between two neighbouring frames. However, multiple motion vectors associated with the background (BG) and foreground (FG) objects can pass through a single location in the interpolated frame. In such motion ambiguity (MA) regions, annoying artefacts can be induced by adopting the motion of the BG object instead of the FG object. Introduced is a novel MCFI algorithm which can accurately infer the motion of the FG object at the MA region with low complexity. Simulation results show that the proposed method achieves higher visual quality for the interpolated frame without annoying artefacts as compared with conventional MCFI algorithms.

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

Motion displacement estimation using an affine model for image matching

Motion detection is a very important problem both in video image coding and in computer vision. In video coding, motion detection is a necessary task for motion-compensated predictive coding and motion-adaptive frame interpolation to reduce the required channel bandwidth. In computer vision systems, motion detection can be used to infer the 3-D motion and surface structure of moving objects wit...

متن کامل

Frame Rate Up-Conversion Using Adaptive Bilateral Motion Estimation

Frame rate up-conversion is a post processing tool to convert the frame rate from a lower number to a higher one. This paper presents a motion compensated frame rate up-conversion algorithm that uses the expanded range of the adaptive bilateral motion estimation to enhance the accuracy of motion vectors. In experiments using benchmark test sequences, the proposed algorithm improves the average ...

متن کامل

A Hardware Architecture for Motion Compensated Video Frame Rate Up-Conversion

A hardware architecture for motion compensated, video frame rate up-conversion (MC-FRUC) applications is presented in this paper. The MC-FRUC architecture has been designed based on an advanced motion estimation (ME) and motion compensated frame interpolation (MCFI) algorithm to achieve interpolated frames with high level of quality. The proposed architecture is a flexible and highly parallel M...

متن کامل

Non-linear Motion-compensated Interpolation for Low Bit Rate Video

By augmenting the ITU-T H.263 standard bit stream with supplementary motion vectors for to-be-interpolated frames, a new deformable block-based fast motion-compensated frame interpolation (DB-FMCI) scheme is presented. Unlike other motion-compensated interpolation methods, which assume a constant motion velocity between two reference P frames, the proposed scheme takes into account the non-line...

متن کامل

Video Upscaling Using Variational Methods

In this thesis we do image sequence upscaling using variational methods. We have developed, implemented and tested the three main elements of the upscaling part of a video processor using variational methods plus a non-variational preprocessing method detecting the scan format of the input video. The three upscalings needed are deinterlacing (DI), which is creating the never recorded every othe...

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 2010