View Synthesizing for a Large-Scale Object in a Scene

Thein, Thin Lai Lai; Sein, Myint Myint
December 2012
Telkomnika;2012, Vol. 10 Issue 4, p795
Academic Journal
A robust method for panorama view reconstruction of a scene is presented. The images of a scene are acquired by moving a camera to multiple viewpoints. We present a robust method of panorama synthesizing based on image mosaicing approach. The edge detection and feature points extraction are performed for each image. The corresponding feature points between two successive images are estimated and the between these images is computed. These two images are integrated based on the different of minimum threshold values between them. After that, the full-view of a scene is reconstructed by merging the successive integrated images by developed image mosaicing approach. This research describes how to establish feature correspondences between images accurately and effectively. Image registration technique provides an initial estimation for establishing feature correspondences of point features. The linear solution with the reliable correspondences makes the computation of the geometric transformation between two images.


Related Articles

  • Limits of Learning-Based Superresolution Algorithms. Lin, Zhouchen; He, Junfeng; Tang, Xiaoou; Tang, Chi-Keung // International Journal of Computer Vision;Dec2008, Vol. 80 Issue 3, p406 

    Learning-based superresolution (SR) is a popular SR technique that uses application dependent priors to infer the missing details in low resolution images (LRIs). However, their performance still deteriorates quickly when the magnification factor is only moderately large. This leads us to an...

  • A Survey of Digital Image Processing Techniques in Character Recognition. Alkoffash, Mahmud S.; Bawaneh, Mohammed J.; Muaidi, Hasan; Alqrainy, Shihadeh; Alzghool, Muath // International Journal of Computer Science & Network Security;Mar2014, Vol. 14 Issue 3, p65 

    The digital image processing (DIP) has been employed in a number of areas, particularly for feature extraction and to obtain patterns of digital images. Recognition of characters is a novel problem, and although, currently there are widely-available digital image processing algorithms and...

  • Scene Classification Using Efficient Low-level Feature Selection. Chu-Hui Lee; Chi-Hung Hsu // International MultiConference of Engineers & Computer Scientists;2008, p675 

    With the development of digital cameras, the digital photographs were flooded in our life. How to classify images efficiently in huge image database becomes an important research topic. In recent years, the related researches of the image classification are based on semantics. The scene image...

  • Three-dimensional positioning from Google street view panoramas. Tsai, Victor J. D.; Chun-Ting Chang // IET Image Processing;Apr2013, Vol. 7 Issue 3, p229 

    Location-based services (LBS) on web-based maps and images have come into real-time since Google launched its street view imaging services in 2007. This research employs Google Maps API and Web Service, GAE for JAVA, AJAX, Proj4js, cascading style sheets and HyperText markup language in...

  • Detection and Segmentation of Multiple, Partially Occluded Objects by Grouping, Merging, Assigning Part Detection Responses. Wu, Bo; Nevatia, Ram // International Journal of Computer Vision;Apr2009, Vol. 82 Issue 2, p185 

    We propose a method that detects and segments multiple, partially occluded objects in images. A part hierarchy is defined for the object class. Both the segmentation and detection tasks are formulated as binary classification problem. A whole-object segmentor and several part detectors are...

  • Illumination Processing Recognition of Face Images Based on Improved Retinex Algorithm. Yang Jie; Wan Li; Qu Changqing // Journal of Multimedia;Oct2013, Vol. 8 Issue 5, p541 

    In order to change the defects of the similar traditional Retinex algorithm that it is easy to appear the "Halo" phenomenon in the illumination image acquisition process, we proposed a study on the face images recognition under the illumination condition based on the improved Retinex Algorithm,...

  • Identity Recognizing using Iris Scan with multiple frames of Video. Bandi, Asha Latha; Priya^Thotakura, Vishnu; Ravi, Suneetha // International Journal on Computer Science & Engineering;Mar2012, Vol. 4 Issue 3, p388 

    The field of iris biometrics has been significant research over the last decade. At this point, iris capture has become a main stream technology with wide acceptance. A general iris recognition system works with four different steps. 1. Capturing the image from the eye. 2. Extracting iris from...

  • Indian Sign Language Recognition Using Eigen Value Weighted Euclidean Distance Based Classification Technique. Singha, Joyeeta; Das, Karen // International Journal of Advanced Computer Science & Application;Feb2013, Vol. 4 Issue 2, p188 

    Sign Language Recognition is one of the most growing fields of research today. Many new techniques have been developed recently in these fields. Here in this paper, we have proposed a system using Eigen value weighted Euclidean distance as a classification technique for recognition of various...

  • A Novel Logo Detection and Recognition Framework for Separated Part Logos in Document Images. Hassanzadeh, Sina; Pourghassem, Hossein // Australian Journal of Basic & Applied Sciences;2011, Vol. 5 Issue 9, p936 

    The procedure of detection and recognition for separated part logos in document images is a major problem in logo detection and recognition algorithms that previously have presented. In this paper, a novel logo detection and recognition framework based on spatial and structural features...


Read the Article


Sorry, but this item is not currently available from your library.

Try another library?
Sign out of this library

Other Topics