Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration - Supplementary Material
نویسندگان
چکیده
This document shows the details on Multi-Label Energy Optimization (MLEO) method used for circular arcs selection and additional results for Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration, described in the submitted manuscript (CVPR submission 1687). The Structure of this document is as follows: • The next section describes details about the relationship between our circular arcs selection function and the MultiLabel Energy Optimization (MLEO) method. Our proposed function can be seen as a specific case for MLEO function presented in the manuscript. • Figure 1 provides the graph cut like relationship of our circular arcs selection method and MLEO method. • Figure 2 shows more experimental results for circular arcs selection algorithm. • Figure 3, 4 and 5depict additional successfully rectified results for images download from Internet. • Figure 6 and Figure 7 illustrate the results for synthetic approach where the images is captured by the same fisheye camera • Table 1 demonstrates our synthetic results of intrinsic parameters for Figure 7 and the result of existed approach using chessboard. • Figure 8 and Figure 9 display the failed examples of proposed algorithm. For the rectified examples of Internet images illustrated in the following, the first row is the source image download from Internet, the second row is the clustered circular arcs using our proposed algorithm and and the last row always depicts corresponding rectified results. In our experiments, the initial value of LM algorithm for line-based fisheye image rectification is as follow:
منابع مشابه
An Omnidirectional Stereo System for Logistic Plants. Part 1: Calibration and Multi-channel Rectification
This work presents a fisheye lens based omnidirectional stereo sensor. The sensor is installed on the top of the vehicle such that it can observe the entire area around it. The vehicles we use in the experiments are automated forklifts. We propose a multi-channel rectification to divide the original fisheye images into three pairs of rectified perspective images. The complexity of the fisheye s...
متن کاملSelf-calibration of a General Radially Symmetric Distortion Model
Abstract. We present a new approach for self-calibrating the distortion function and the distortion center of cameras with general radially symmetric distortion. In contrast to most current models, we propose a model encompassing fisheye lenses as well as catadioptric cameras with a view angle larger than 180o. Rather than representing distortion as an image displacement, we model it as a varyi...
متن کاملPixel-variant Local Homography for Fisheye Stereo Rectification Minimizing Resampling Distortion
Large field-of-view fisheye lens cameras have attracted more and more researchers’ attention in the field of robotics. However, there does not exist a convenient off-the-shelf stereo rectification approach which can be applied directly to fisheye stereo rig. One obvious drawback of existing methods is that the resampling distortion (which is defined as the loss of pixels due to under-sampling a...
متن کاملAn Omnidirectional Stereo System for Logistic Plants. Part 2: Stereo Reconstruction and Obstacle Detection Using Digital Elevation Maps
This work presents a fisheye lens based omnidirectional stereo sensor. The sensor is installed on the top of an automated forklift. In the first part of our work we have already presented the system overview, the fisheye lenses description and their calibration. The multi-channel rectification led to three pairs of perspective stereo images. By means of a standard reconstruction engine, three d...
متن کاملStereo Calibration and Rectification for Omnidirectional Multi-camera Systems
Stereo vision has been studied for decades as a fundamental problem in the field of computer vision. In recent years, computer vision and image processing with a large field of view, especially using omnidirectional vision and panoramic images, has been receiving increasing attention. An important problem for stereo vision is calibration. Although various kinds of...
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 2015