计算机科学 ›› 2018, Vol. 45 ›› Issue (8): 264-267.doi: 10.11896/j.issn.1002-137X.2018.08.047
刘刚, 张晶, 李月龙
LIU Gang, ZHANG Jing, LI Yue-long
摘要: 针对手掌静脉图像感兴趣区域提取中信息清晰度低、丰富程度低的问题,提出一种基于最大内切圆提取的算法。对手掌静脉原始图像进行预处理并添加区域网格线,先以网格线为参考,缩小圆心的检索区域范围,从而简化圆心的定义过程;然后设置初始半径,再以一个网格宽度为变量,增加半径,最终确定最大内切圆。结果表明,所提算法在清晰度和信息丰富度上分别提高了0.0102和0.0121,提取出的ROI图像在迭代训练中的迭代次数降低了200次。针对4组图像,所提算法的执行时间分别降低了10.7ms,10.2ms,11.3ms,10.8ms。
中图分类号:
[1]GOFMAN M I,MITRA S.Multimodal biometrics for enhancedmobile device security[J].Communications of the Acm,2016,59(4):58-65. [2]LEE J C,CHANG C P,CHEN W K.Palm vein recognitionbased on directional empirical mode decomposition[J].Optical Engineering,2014,53(4):043102. [3]LI W X,XIA S X,ZHANG D P,et al.A New Method of Palmprint Recognition Based on Bidirectional Matching of Main Line Features[J].Computer Research and Development,2004,41(6):996-1002.(in Chinese)李文新,夏胜雄,张大鹏,等.基于主线特征的双向匹配的掌纹识别新方法[J].计算机研究与发展,2004,41(6):996-1002. [4]WU W,YUAN W Q,LIN S,et al.Selection of Typical Wavelength for Palm Vein Recognition[J].Acta Optica Sinica,2012,32(12):1211002. [5]YUAN W Q,WANG N.Segmentation Method of Palm VeinImage Based on Local Gray Minimum[J].Journal ofOptoelectronics·Laser,2011(7):1091-1096.(in Chinese)苑玮琦,王楠.基于局部灰度极小值的掌脉图像分割方法[J].光电子·激光,2011(7):1091-1096. [6]CONKA D,VISZLAY P,JUHÁR J.Fuzzy clustering in HMM-based triphone classes of 2DLDA in Slovak LVCSR[C]∥International Conference on Systems,Signals and Image Processing.2016:1-4. [7]WORARATPANYA K,SORNNOI M,LEELABURANAPONG S, et al.An improved 2DPCA for face recognition under illumination effects[C]∥International Conference on Information Technology and Electrical Engineering.2016:448-452. [8]LENC L,PAVEL L.Automatic face recognition system basedon the SIFT features[J].Computers & Electrical Engineering,2015,46(C):256-272. [9]MELEKHOV I,KANNALA J,RAHTU E.Image Patch Matching Using Convolutional Descriptors with Euclidean Distance[OL].https://user.aalto.fi/~kannlj/publications/accv2016ws.pdf. [10]BANSAL A,AGARWAL R,SHARMA R K.FAR and FRRbased analysis of iris recognition system[C]∥IEEE Internatio-nal Conference on Signal Processing,Computing and Control.IEEE,2012:1-6. [11]FARID S,AHMED F.Application of Niblack’s method on images[C]∥International Conference on Emerging Technologies.IEEE,2009:280-286. |
[1] | 张源, 康乐, 宫朝辉, 张志鸿. 基于Bi-LSTM的期货市场关联交易行为检测方法 Related Transaction Behavior Detection in Futures Market Based on Bi-LSTM 计算机科学, 2022, 49(7): 31-39. https://doi.org/10.11896/jsjkx.210400304 |
[2] | 曾志贤, 曹建军, 翁年凤, 蒋国权, 徐滨. 基于注意力机制的细粒度语义关联视频-文本跨模态实体分辨 Fine-grained Semantic Association Video-Text Cross-modal Entity Resolution Based on Attention Mechanism 计算机科学, 2022, 49(7): 106-112. https://doi.org/10.11896/jsjkx.210500224 |
[3] | 程成, 降爱莲. 基于多路径特征提取的实时语义分割方法 Real-time Semantic Segmentation Method Based on Multi-path Feature Extraction 计算机科学, 2022, 49(7): 120-126. https://doi.org/10.11896/jsjkx.210500157 |
[4] | 刘伟业, 鲁慧民, 李玉鹏, 马宁. 指静脉识别技术研究综述 Survey on Finger Vein Recognition Research 计算机科学, 2022, 49(6A): 1-11. https://doi.org/10.11896/jsjkx.210400056 |
[5] | 高元浩, 罗晓清, 张战成. 基于特征分离的红外与可见光图像融合算法 Infrared and Visible Image Fusion Based on Feature Separation 计算机科学, 2022, 49(5): 58-63. https://doi.org/10.11896/jsjkx.210200148 |
[6] | 左杰格, 柳晓鸣, 蔡兵. 基于图像分块与特征融合的户外图像天气识别 Outdoor Image Weather Recognition Based on Image Blocks and Feature Fusion 计算机科学, 2022, 49(3): 197-203. https://doi.org/10.11896/jsjkx.201200263 |
[7] | 任首朋, 李劲, 王静茹, 岳昆. 基于集成回归决策树的lncRNA-疾病关联预测方法 Ensemble Regression Decision Trees-based lncRNA-disease Association Prediction 计算机科学, 2022, 49(2): 265-271. https://doi.org/10.11896/jsjkx.201100132 |
[8] | 马建红, 张烔. 面向企业工程问题的专家推荐算法 Expert Recommendation Algorithm for Enterprise Engineering Problems 计算机科学, 2022, 49(1): 159-165. https://doi.org/10.11896/jsjkx.201200227 |
[9] | 金华, 朱靖宇, 王昌达. 视频隐私保护技术综述 Review on Video Privacy Protection 计算机科学, 2022, 49(1): 306-313. https://doi.org/10.11896/jsjkx.201200047 |
[10] | 张鹏, 王新晴, 肖毅, 段宝国, 许鸿辉. 基于语义边缘驱动的实时双目深度估计算法 Real-time Binocular Depth Estimation Algorithm Based on Semantic Edge Drive 计算机科学, 2021, 48(9): 216-222. https://doi.org/10.11896/jsjkx.200800203 |
[11] | 张师鹏, 李永忠. 基于降噪自编码器和三支决策的入侵检测方法 Intrusion Detection Method Based on Denoising Autoencoder and Three-way Decisions 计算机科学, 2021, 48(9): 345-351. https://doi.org/10.11896/jsjkx.200500059 |
[12] | 冯霞, 胡志毅, 刘才华. 跨模态检索研究进展综述 Survey of Research Progress on Cross-modal Retrieval 计算机科学, 2021, 48(8): 13-23. https://doi.org/10.11896/jsjkx.200800165 |
[13] | 辛元雪, 史朋飞, 薛瑞阳. 基于区域提取与改进 LBP 特征的运动目标检测 Moving Object Detection Based on Region Extraction and Improved LBP Features 计算机科学, 2021, 48(7): 233-237. https://doi.org/10.11896/jsjkx.200600131 |
[14] | 张丽倩, 李孟航, 高珊珊, 张彩明. 面向计算机辅助舌诊关键问题的解决方案综述 Summary of Computer-assisted Tongue Diagnosis Solutions for Key Problems 计算机科学, 2021, 48(7): 256-269. https://doi.org/10.11896/jsjkx.200800223 |
[15] | 暴雨轩, 芦天亮, 杜彦辉, 石达. 基于i_ResNet34模型和数据增强的深度伪造视频检测方法 Deepfake Videos Detection Method Based on i_ResNet34 Model and Data Augmentation 计算机科学, 2021, 48(7): 77-85. https://doi.org/10.11896/jsjkx.210300258 |
|