Using Multiple Global Motion Models for IMPRO VED Block-Based Video Coding
نویسندگان
چکیده
A novel motion representation and estimation scheme is presented that leads to improved coding efficiency of blockbased video coders like, e.g., H.263. The proposed scheme is based on motion-compensated prediction from more than one reference frame. The reference pictures are warped or globally motion-compensated versions of the previous frame. Affine motion models are used as warping parameters approximating the motion vector field. Motion compensation is performed using standard block matching in the multiple reference frames buffer. The frame reference and the affine motion parameters are transmitted as side information. The approach is incorporated into an H.263based video codec a t minor syntax changes and embedded into a rate-constrained motion estimation and macroblock mode decision frame work. In contrast to conventional global motion compensation, where one motion model is transmitted, we show that multiple global motion models are of benefit in terms of coding efficiency. Significant coding gains in comparison to TMN-10, the test model of H.263+, are achieved that provide bit-rate savings between 20 % and 35 % for the various sequences tested.
منابع مشابه
Steinbach, Wiegand, Girod: Using Multiple Global Motion Models for Improved Block-Based Video Coding, submitted to ICIP'99 USING MULTIPLE GLOBAL MOTION MODELS FOR IMPROVED BLOCK-BASED VIDEO CODING
We present a new motion representation and estimation scheme that leads to improved coding eeciency of block-based video coders like e.g. H.263. The proposed scheme is based on motion-compensated prediction from more than one reference frame. The reference pictures are warped versions of the previously decoded frame. AAne motion parameters are used as warping parameters approximating the motion...
متن کاملSteinbach, Wiegand, Girod: Using Multiple Global Motion Models for Improved Block-Based Video Coding, in Proc. ICIP'99 USING MULTIPLE GLOBAL MOTION MODELS FOR IMPROVED BLOCK-BASED VIDEO CODING
A novel motion representation and estimation scheme is presented that leads to improved coding e ciency of blockbased video coders like, e.g., H.263. The proposed scheme is based on motion-compensated prediction from more than one reference frame. The reference pictures are warped or globally motion-compensated versions of the previous frame. A ne motion models are used as warping parameters ap...
متن کاملTraffic Scene Analysis using Hierarchical Sparse Topical Coding
Analyzing motion patterns in traffic videos can be exploited directly to generate high-level descriptions of the video contents. Such descriptions may further be employed in different traffic applications such as traffic phase detection and abnormal event detection. One of the most recent and successful unsupervised methods for complex traffic scene analysis is based on topic models. In this pa...
متن کاملمقاوم سازی بردار حرکت در برابر خطای کانال جهت بهبود کیفیت ویدیوی دریافتی
According to progress of technology during the recent decades, video transmission through a wireless channel has found high demands. In this field, several methods have been proposed to improve video quality. Appearing error in motion vector values is one of the most important factors which can affect the video quality. In case of creating errors in motion vector, the synthesized video frames a...
متن کاملHierarchical Global Motion Estimation/Compensation in Low Bitrate Video Coding
In this paper, we develop a hierarchical global motion estimation/compensation system which is used to improve the block-based motion compensation in the current low bitrate video coding standard H.263. The system first detects the background motion by examining the local motion information using hierarchical block matching and global motion estimation algorithm. If the background motion exists...
متن کامل