Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Acta Photonica Sinica》 2009-05
Add to Favorite Get Latest Update

Image Enhancement Based on Visual Attention Mechanisms

ZENG Ming 1,MENG Qing-hao1,WANG Xiang-hui 2,QIU Ya-nan1,JIANG Ping1,LI Yan-hui1(1 School of Electrical Engineering and Automation,Tianjin University,Tianjin 300072,China)(2 Key Laboratory of Opto-electronic Information Science and Technology,MOE,Institute of Modern Optics,Nankai University,Tianjin 300071,China)  
A novel image enhancement algorithm based on gray-level information histogram was proposed.The image saliency analysis was performed using Itti's visual attention model and a global salient graph was obtained.The global salient graph was divided into several sub-parts with the same size and then weighted statistical coefficients of sub-parts were achieved by normalizing the average salient values of those sub-parts.The information histogram was obtained by adding weighted statistical results of sub-parts.And the gray-level dynamic ranges were adjusted according to the mapping function of histogram equalization.The experimental results show that the proposed algorithm has better performance than the traditional GHE(Global Histogram Equalization) and AHE(Adaptive Histogram Equalization) methods.In addition,the visual effect of enhanced image was satisfied.
【Fund】: 国家自然科学基金(60802051 10704043 60875053);; 国家“863”计划(2007AA04Z219);; 天津市自然科学基金(09JCYBJC02100)资助
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 4 Hits
1 LI Hai-yanga,HE Dong-jianb(a.College of Information Engineering,b.College of Mechanical & Electronic Engineering,Northwest A&F University,Yangling Shaanxi 712100,China);Salient region detection using adaptive circular spatial surround[J];Application Research of Computers;2013-06
2 JIA Qi,Lü Xu-liang,WU Chao,TANG Hou-chao Engineering Institute of Corps of Engineers,PLA University of Science and Technology,Nanjing 210007,China;Evaluation of Camouflage Effectiveness Using Human Visual Attention Mechanism[J];Journal of Applied Sciences;2011-03
3 JIA Qi,L Xu-liang,ZENG Zhao-yang,XU Wei-dong Engineering Institute of Corps of Engineers,PLA University of Science and Technology,Nanjing 210007,China;Application of Descriptor in Evaluation of Target Camouflage Effectiveness[J];Journal of Applied Sciences;2011-05
4 LIU Zai-tao1,WEI Ben-zheng1,LIU Cheng1,2 (1.College of Science and Engineering,Shandong University of Traditional Chinese Medicine,Ji'nan 250355,China;2.Shandong Provincial Medical Imaging Research Institute,Ji'nan 250021,China);An Improved Medical Image Segmentation Algorithm Based on Visual Perception Model[J];Journal of Zhengzhou University(Natural Science Edition);2011-01
Chinese Journal Full-text Database 4 Hits
1 Wang Bingjian,Liu Shangqian,Zhou Huixin,Li Qing School of Technical Physics, Xidian University, Xi′an 710071;Self-adaptive Contrast Enhancement Algorithm for Infrared Images Based on Plateau Histogram[J];Acta Photonica Sinica;2005-02
2 JIANG Xing-fang1,2,JIN Long1,HE Long-hua3,TAO Chun-kan1(1 School of Electronic Engineering & Optoelectronic Technology, NUST. Nanjing 210093,China)(2 Department of Information Science, Jiangsu Polytechnic University, Changzhou 213016,China)(3 Nanjing Institute of Geography & Limnology, Nanjing 210008,China);Research of the Color Remote Sensing Image Fusing Method Based on Retinex and Edge Extraction[J];Acta Photonica Sinica;2007-03
3 TANG Lei,ZHAO Chun-xia,WANG Hong-nan,SHAO Wen-ze(Department of Computer Science,Nanjing University of Science and Technology,Nanjing 210094,China);An Adaptive Fuzzy Enhancement Algorithm for Road Sureface Images[J];Acta Photonica Sinica;2007-10
4 ZHANG Peng,WANG Run sheng ( ATR National Laboratory, National University of Defense Technology, Changsha, 410073 );A Survey of Detecting Regions of Interest in a Static Image[J];Journal of Image and Graphics;2005-02
Chinese Journal Full-text Database 10 Hits
1 ZHANG Feng,LIU Shangqian,WANG Dabao(School of Technical Physics,Xidian University,Xi'an 710071,CHN);IR Image Enhancement Algorithm Based on 2D-TDI with Motion Compensation[J];Semiconductor Optoelectronics;2010-01
2 SU Zhi-yuan,ZHOU Xiao-guang,JIN Li-ming,SHU Huan(School of Automation,Beijing University of Posts and Telecommunications,Beijing 100876,China);Infrared Images Enhancement Based-on Balanced Spacing Density of Gray-Scale Equalization[J];Journal of Jilin University(Information Science Edition);2010-06
3 ZHANG Xuewu,XU Lizhong,SHI Aiye,HUO Guanying,FAN Xinnan(Computer and Information College,Hehai University,Nanjing 210098,China);Detection and Recognition Method of Imaging Objects and Perception Computation Based on Vision Bionics[J];Chinese Journal of Sensors and Actuators;2010-12
4 YANG You1,SHANG Jin2(1.School of Mathematics and Computer Science,Chongqing Normal University,Chongqing 400047;2.Chongqing Aerospace Polytechnic,Chongqing 400021,China);Analysis in the Characteristics of the Digital Document Image[J];Journal of Chongqing Normal University(Natural Science);2010-01
5 WANG Baorong,YANG Hua,LI Yingjie,YANG Ming(Key Lab of Infrared and Low Temperature Plasma of Anhui Province,Electronic Engineering Institute,Hefei 230037,China);Infrared Target Tracking Algorithm Based on Feature Fusion[J];Electronics Optics & Control;2010-07
6 ZHANG Huanlong,LI Jingxiu,WANG Weijing(Department of Computer and Information Engineering,Luoyang Institute of Science and Technology,Henan Luoyang 471003,China);Study on the Wavelet Image Fusion Method Based on Visual Perception[J];Journal of Projectiles,Rockets,Missiles and Guidance;2009-05
7 TAN Ju1,2,LI Zhengzhou1,LI Wenyan1 (1 College of Communication Engineering,Chongqing University,Chongqing 400030,China;2 University of Chongqing Arts and Science,Chongqing 610209,China);Target Detection Method Based on Texture Visual Perception[J];Journal of Projectiles,Rockets,Missiles and Guidance;2011-01
8 LIU Man-man,FENG Jia-li (College of Information Engineering,Shanghai Maritime University,Shanghai 200135,China);Dynamic Hand Gesture Recognition based on Attribute Computing Network[J];Computer Knowledge and Technology;2010-07
9 TONG Peng,HU Yihua,SHU Rong(Shanghai Institute of Technical Physics,Chinese Academy of Science,Shanghai 200083,China);The Application of SOC to Implement Infrared Image Real-time Platform Histogram Equalization[J];Electronic Engineer;2007-12
10 ZHANG Xiu-hua,YANG Kun-tao ( Department of Optoelectronic Engineering, Huazhong University of Science and Technology, Wuhan 430074, China );Image enhancement based on maximum entropy principle and gray-level transformation[J];Opto-Electronic Engineering;2007-02
China Proceedings of conference Full-text Database 3 Hits
1 Zhao Jian (Changchun Institute of Optics,Fine Mechanics and Physics.Chinese Academy of Sciences,Changchun 130033);Infrared enhancement in DSP based on adaptive platform histogram[A];[C];2011
2 Lu Yue,Meng Xiangzeng (Shan Dong Normal University,Jinan,250014);Multi-classification Strategy for Video Shot Boundary Detection[A];[C];2010
3 YU Tian-he~(1,2,3)HAO Fu-chun~4 KANG Wei-min~(1,2)DAI Jing-min~1 (1.Institute of Optical Target Simulation and Testing Technology of Harbin Institute of technology,Harbin Institute of Technology,Harbin 150080,China;2.Department of Automation Measurement and control Engineering,Harbin Institute of Technology,Harbin 150001,China;3.Computer Center,Harbin University of Science and Technology,Harbin 150080,China;4.Air Force Representative Room in Chuanxi Province,Chengdu 610000,China);Summarization on the infrared image enhancement technology[A];[C];2007
Chinese Journal Full-text Database 10 Hits
1 Xu Weidong (Physics Department, Nanjing University, Nanjing,210093) Lü Xuliang Chen Bing(Department of Camouflage and Simulation Engineering EIEC,PLAUST) Xue Shiqiang(First Engineering Scientific Research Institute PLAGED);A MODEL BASED ON TEXTURE ANALYSIS FOR THE PERFORMANCE EVALUATION OF CAMOUFLAGE SCREEN EQUIPMENT[J];Acta Armamentarii;2002-03
2 LIN Wei1,CHEN Yu-hua1,GAO Hong-sheng1,LIN Li2,WANG Ji-jun1 (1.The 4th Engineering Design and Research Academy General Staff PLA,Beijing 100036,China;2.Beijing Aerospace Control Center,Beijing 100720,China);A Method of Camouflage Evaluation Based on Texture Analysis Model of Gabor Wavelet[J];Acta Armamentarii;2007-10
3 GU You-lin1,2,QIAO Yan-li1,YI Wei-ning1,XUN Li-na1 (1.Anhui Institute of Optics and Fine Mechanics,Chinese Academy of Sciences,Hefei 230031,Anhui,China;2.Department of Battle Command,Electronic Engineering Institute of PLA,Hefei 230037,Anhui,China);Camouflage Effectiveness Test Based on Optical Remote Sensing Imaging Simulation Software[J];Acta Armamentarii;2008-06
4 WANG Huan,GUO Xiuhua School of Public Health and Family Medicine,Capital Medical University,Beijing 100069;The progression of image segmentation——the chief element of image processing[J];Beijing Biomedical Engineering;2008-04
5 HUANG Zhan-peng (College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou 510006, China);Image Enhancement Based on Subsection Histogram Equalization[J];Computer Knowledge and Technology;2008-16
6 Gao Jingjing Zhang Jing Shen Lansun (Signal & Information Processing Lab.,Beijing University of Technology,Beijing 100022);Improved algorithm of visual attention model[J];Electronic Measurement Technology;2008-03
7 Long Fuhui; Zheng Nanning and Wang Aiqun(Institute of Artificial Intelligence and Robotics, Xian Jiaotong Univ., Xi'an 710049);Multiresolution Edge Detection Based on Nonuniform Sampling and Selective Attention Mechanism[J];ACTA ELECTRONICA SINICA;1998-05
8 Zhang Yongping; Zheng Nanning (The Institute of Artificial Intelligence and Robetics, Xi'an Jiaotong University, Xi'an 710049)Lei Yali(The office of EEG, The First Clinical Medical College, Xi'an Medical University, Xi'an 710061);A Modal of Visual System with Lateral Inhibition Mechanism and Its Applications in Edge Detection for Images[J];ACTA ELECTRONICA SINICA;1998-08
9 BI Ying-wei,QIU Tian-shuang (The School of Electronic and Information Engineering of Dalian University of Technology,Dalian,Liaoning 116024,China);An Adaptive Image Segmentation Method Based on a Simplified PCNN[J];Acta Electronica Sinica;2005-04
10 ZOU Qi,LUO Si-wei,ZHENG Yu(School of Computer and Information Technology,Beijing Jiaotong University,Beijing 100044,China);A Computational Model of Object-Based Attentionusing Multi-scale Analysis and Grouping[J];Acta Electronica Sinica;2006-03
【Secondary References】
Chinese Journal Full-text Database 8 Hits
1 WANG Rong,SUN Yu-qiu(Yangtze University,Jingzhou 434023);Research on the Local Image Enhancement Algorithm Based on Histogram Processing[J];Journal of Yangtze University(Natural Science Edition);2013-01
2 LIANG Jian,JIANG Man-jun,WU Fa-sheng,DENG Xin(The Affiliated Ruikang Hospital of Guangxi Traditional Chinese Medical College,Nanning 530011,Guangxi,China);Neural Network Technology Application and Progress for the Field of Medicine[J];Journal of Liaoning University of Traditional Chinese Medicine;2011-12
3 HAO Li-cai;XIAO Hong;LIU Wei;Institute of Chemistry;Weihai Tuozhan Fiber Co. Ltd;The Quartermaster Research Institute of the General Logistics Department of the PLA;;Review on Evaluating Methods of Thermal Infrared Camouflage Performance of Textiles[J];Infrared Technology;2013-08
4 JIA Qi,L Xu-liang,ZENG Zhao-yang,XU Wei-dong Engineering Institute of Corps of Engineers,PLA University of Science and Technology,Nanjing 210007,China;Application of Descriptor in Evaluation of Target Camouflage Effectiveness[J];Journal of Applied Sciences;2011-05
5 LUO Peng1,ZHANG Yi2,QI Jian1,ZHONG Yingchun3,LIU Xiaolin1.1Department of Orthopaedic Trauma and Microsurgery,2Department of Plastic and Reconstructive Surgery,the First Affiliated Hospital of Sun Yat-sen University,Guangzhou Guangdong,510080,P.R.China;3Faculty of Automation,Guangdong University of Technology;RESEARCH OF HISTOCHEMICAL STAINING FOR IDENTIFYING THE FUNCTION AND MORPHOLOGY OF FASCICLES IN THREE-DIMENSIONAL RECONSTRUCTION OF PERIPHERAL NERVES[J];Chinese Journal of Reparative and Reconstructive Surgery;2012-04
6 ZHU Yu-qing1,WEI Yan-rong2,CHENG Zheng-xing3(1.School of Mathematics and Physics,Nanyang Institute of Technology,Nanyang 473004,China; 2.Department of Fundamentals,Jiyuan Vocational and Technical College,Jiyuan 454650,China; 3.Faculty of Science,Xi'an Jiaotong University,Xi'an 710049,China);Biorthogonal Vector-valued Multivariable Multiwavelet Packets with an Integer-valued Dilation Factor[J];Journal of Zhengzhou University(Natural Science Edition);2012-03
7 YU Jun,SHUANG Xiao School of Computer Science and Engineering,Xi’an Technological University,Xi’an 710032,China;Design of Imitation Digital Camouflage[J];Journal of Applied Sciences;2012-04
8 Ren Xiao-ying, Yu Da-hua School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, Inner Mongolia Autonomous Region, China;Design and implementation of hybrid segmentation method for brain MRI based on Insight Segmentation and Registration Toolkit[J];Chinese Journal of Tissue Engineering Research;2012-39
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Hui; ZHANG Ji-hong ;(Institute of Information Engineering ,Shenzhen University Shenzhen 518060 China);An Algorithm of Edge Detection Based on Fuzzy Enhancement of Contrast among Successive Regions[J];ACTA ELECTRONICA SINICA;2000-01
2 WANG Bao-ping~1,2 ,Liu Shenghu1,FAN Jiu-lun3,XIE Wei-xin4 (1.School of Electronics Engineering,Xi'an Shiyou University,Xi'an,Shaanxi 710065,China; 2.School of Electronics Engineering,Xidian University,Xi'an,Shaanxi 710071,China; 3.Department of Information and Control,Xi'an Institute of Post and Telecommunications,Xi'an,Shaanxi 710061,China; 4.Institute of Information Engineering,Shenzhen University,Shenzhen,Guangdong 518060,China);An Adaptive Multi-level Image Fuzzy Enhancement Algorithm Based on Fuzzy Entropy[J];Acta Electronica Sinica;2005-04
3 Zhang Feng, Jiang Yifeng, Chen Zhencheng, Jiang Dazong Institute of Biomedical Engineering, Xi'an Jiaotong University,Xi'an, Shaanxi, China 710049;Evaluation of a New Adaptive Contrast Enhancement Algorithm Based on Local Standard Deviation[J];Acta Photonica Sinica;2003-08
4 Wang Bingjian,Liu Shangqian,Zhou Huixin,Li Qing School of Technical Physics, Xidian University, Xi′an 710071;Self-adaptive Contrast Enhancement Algorithm for Infrared Images Based on Plateau Histogram[J];Acta Photonica Sinica;2005-02
5 Zhang Linxi1,Wang Baoping1,Zhang Yanning2,Li Nanjing1,Guo Fang1 1 Nantional Defence Science Academe,Northwestern Ploytechnical University,Xian 710072 2 Department of Computer Science and Engineering,Northwestern Ploytechnical University,Xi′an 710072;A Method of Image Edge Detection Based on Multiple Edge Features and FCM[J];Acta Photonica Sinica;2005-12
6 Yan Wenhao 1,2,Ma Caiwen1,Zhang Ming3,Wang Chen 1,2 1 Xi′an Institute of Optics and Precision Mechanics, CAS, Xi′an 710068 2 Graduate School of the CAS, Beijing 100039 3 School of Communication and Information Engineering, Xi′an University of science and Technology, Xi′an 710054;A New Way for Image Fusion Based on Wavelet Transform[J];Acta Photonica Sinica;2006-04
7 Liu Zhicai, Li Zhi-guang (Kunming Institute of Physics, Kunming, 650223 China );A Review on Image Process Technique of Thermal Imager[J];Infrared Technology;2000-06
8 MA Zhi-feng,YANG Shui-chao,ZHAO Bao-jun,HE Pei-kun (Beijing Institude of Technology,Beijing 100081,China);Improved Fast Image Fuzzy Edge-detection Algorithm[J];Laser & Infrared;2005-04
9 Han Peiyou 1) Dong Guiyun 1) Hao Chongyang 2) 1)(College of Computer Science and Information Engineering, Zhejiang Gongshang University, Hangzhou 310035) 2)(Institute of Electronic and Information Engineering, Northwestern Polytechnical University, Xi'an 710072);A Bilinear Generalized Fuzzy Enhancement Algorithm to Image Edge Detection[J];Journal of Computer Aided Design & Computer Graphics;2005-02
10 LI Bi cheng,GUO Zhi gang,WEN Chao (Department of Information Science,University of Information Engineering,Zhengzhou 450002,China);Multi-level Fuzzy Enhancement and Edge Extraction of Images[J];Fuzzy Systems and Mathematics;2000-04
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved