视觉注意机制下的三维重建技术的改进

doi:10.3969/j.issn.1001-2400.2014.05.032

Abstract

Abstract:

In 3D reconstruction, from the aspects of feature extraction, in the feature extraction process with human visual attention mechanism simulation, the higher significant target is given more attention. The extracted features are selected, and the information quantity is reduced. The purpose is to reduce the computational burden of the computer, and improve the reconstruction efficiency.

Key words: 3D reconstruction, human eye, correlation matrix, selective attention, images

LI Minning;ZHANG Qiao;ZHAO Jie. Improvement on three-dimensional reconstruction of the attention mechanism[J].J4, 2014, 41(5): 192-196.

References

［1］康皓, 王明倩, 王莹莹, 等. 图像三维重建技术［J］. 企业技术开发, 2009, 28(6): 42-43.
Kang Hao, Wang Mingqian, Wang Yingying, et al. 3D Reconstruction Technique of Image ［J］. Development of Enterprise Technology, 2009, 28(6): 42-43.
［2］高宏伟, 于洋, 刘晓阳, 等. 双目立体视觉三维重建实验平台研究［J］. 计算机工程与应用, 2009, 45(33): 149-152.
Gao Hongwei, Yu Yang, Liu Xiaoyang, et al. The Research of the Binocular Stereo Vision 3D Reconstruction Experiment Platform ［J］. Computer Engineering and Applications, 2009, 45(33): 149-152.
［3］朱庆生, 罗大江, 葛亮, 等. 基于多幅图像的三维重建［J］. 计算机工程与设计, 2010, 31(10): 2351-2357.
Zhu Qingsheng, Luo Dajiang, Ge Liang, et al. The 3D Reconstruction Based on Multiple Images［J］. Computer Engineering and Design, 2010, 31(10): 2351-2357.
［4］ Hajizadeh A, Farhadpour Z. An Algorithm for 3D Pore Space Reconstruction from a 2D Image Using Sequential Simulation and Gradual Deformation with the Probability Perturbation Sampler［J］. Transport in Porous Media, 2012, 94(3): 859-881.
［5］ Kumar T S, Vijai A. 3D Reconstruction of Face from 2D CT Scan Images［C］//International Conference on Communication Technology and System Design. Oxford: Elceiver Ltd, 2012: 970-977.
［6］ Ciechomski P D, Constantinescu M, Garcia J, et al. Development and Implementation of a Web-Enabled 3D Consultation Tool for Breast Augmentation Surgery Based on 3D-Image Reconstruction of 2D Pictures［J］. Journal of Medical Internet Research, 2012, 14(1): 21.
［7］魏立梅, 张永瑞, 谢维信. 图像处理中边缘漏检的自动补偿［J］. 西安电子科技大学学报, 1997, 24(4): 563-566.
Wei Limei, Zhang Yongrui, Xie Weixin. Automatic Compensation Missing Edge Detection in Image Processing［J］. Journal of Xidian University, 1997, 24(4): 563-566.
［8］杨钉钉, 王晓蕊, 杨琛, 等. 三维集成成像系统中物体三维信息的重建方法［J］. 西安电子科技大学学报, 2012, 39(5): 102-106.
Yang Dingding, Wang Xiaorui, Yang Chen, et al. Reconstruction of 3D Information of the Object in Three-dimensional Integrated Imaging System［J］. Journal of Xidian University, 2012, 39(5): 102-106.
［9］王俊, 朱利. 基于图像匹配-点云融合的建筑物立面三维重建［J］. 计算机学报, 2012, 35(10): 2072-2079.
Wang Jun, Zhu Li. The 3D Reconstruction of Building Facade Based on the Image Matching-the Point Cloud Fusion［J］. Chinese Journal of Computers, 2012, 35(10): 2072-2079.
［10］ Pilu M. A Direct Method for Stereo Correspondence Based on Singular Value Decomposition［C］//Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Los Alamitos: IEEE, 1997: 261-266.
［11］洪明坚, 吕建斌, 杨丹, 等. 一种新的基于互信息的图像配准方法［J］. 重庆大学学报, 2009, 32(6): 697-700.
Hong Mingjian, Lü Jianbin, Yang Dan, et al. A New Method for Image Registration Based on Mutual Information［J］. Journal of Chongqing University, 2009, 32(6): 697-700.
［12］吴月娥, 边后秦. 尺度与特征引导视觉选择性注意机制模型［J］. 现代电子技术, 2009, 32(22): 84-87.
Wu Yuee, Bian Houqin. Scale and Features Guide the Attention Mechanism Model of the Visual Selectivity ［J］. Modern Electronic Technology, 2009, 32(22): 84-87.
［13］ Salah A A, Alpaydin E, Akarun L. A Selective Attention-based Method for Visual Pattern Recognition with Application to Handwritten Digit Reeognition and Face Reeognition［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(3): 420-425.
［14］朱巨莲, 霍宏, 方涛. 基于自顶向下视觉注意的摇杆影像目标检测［J］. 计算机工程, 2011, 37(20): 172-174.
Zhu Julian, Huo Hong, Fang Tao. The Rocker Image Target Detection Based on Top-Down Visual Attention ［J］. Computer Engineering, 2011, 37(20): 172-174.
［15］姜峰, 郭美思, 刘绍辉, 等. 基于感知视觉重要性的立体图像质量评价［J］. 智能系统学报, 2012, 37(5): 414-422.
Jiang Feng, Guo Meisi, Liu Shaohui, et al. The Stereo Image Quality Assessment Based on the Importance of the Visual Perception ［J］. Sinica of Intelligent System, 2012, 37(5): 414-422.

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Improvement on three-dimensional reconstruction of the attention mechanism

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