학술논문

Polynomial fiber description of motion for video mosaicing
Document Type
Conference
Source
Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205) Image processing - ICIP 2001 Image Processing, 2001. Proceedings. 2001 International Conference on. 3:386-389 vol.3 2001
Subject
Signal Processing and Analysis
Computing and Processing
Polynomials
Image segmentation
Video compression
Computer vision
Image coding
Layout
Cameras
Bayesian methods
Pixel
Diversity reception
Language
Abstract
This paper is about two topics. First, given a video sequence, we introduce a Bayesian framework where background and moving objects are segmented into layers. The model that describes the different layer evolutions in a sequence of images uses the results of a multi-frame optical flow estimation (MFOFE); we present a new technique based on the fact that each pixel in the frame of reference produces a trajectory in the mosaic absolute coordinate system. The second topic is video summarization. A general moisaicing method is presented for describing the background and the trajectories of moving objects in a sequence of frames. Combining layer segmentation and mosaicing, we show different manners of encoding and visualizing temporal information, where the key point is the selection of a certain object in the images as reference in the evolution.