With the rapid growth in fingerprint databases, it has become necessary to develop excellent fingerprint indexing to achieve efficiency and accuracy. Fingerprint indexing has been widely studied with real-valued featu...With the rapid growth in fingerprint databases, it has become necessary to develop excellent fingerprint indexing to achieve efficiency and accuracy. Fingerprint indexing has been widely studied with real-valued features,but few studies focus on binary feature representation, which is more suitable to identify fingerprints efficiently in large-scale fingerprint databases. In this study, we propose a deep compact binary minutia cylinder code（DCBMCC）as an effective and discriminative feature representation for fingerprint indexing. Specifically, the minutia cylinder code（MCC）, as the state-of-the-art fingerprint representation, is analyzed and its shortcomings are revealed.Accordingly, we propose a novel fingerprint indexing method based on deep neural networks to learn DCBMCC.Our novel network restricts the penultimate layer to directly output binary codes. Moreover, we incorporate independence, balance, quantization-loss-minimum, and similarity-preservation properties in this learning process.Eventually, a multi-index hashing（MIH） based fingerprint indexing scheme further speeds up the exact search in the Hamming space by building multiple hash tables on binary code substrings. Furthermore, numerous experiments on public databases show that the proposed approach is an outstanding fingerprint indexing method since it has an extremely small error rate with a very low penetration rate.展开更多
Quality control and screening of active substances in traditional Chinese medicines have been performed using fingerprint analysis. The spectrum-effect relationship between chromatography fingerprints and efficacy of ...Quality control and screening of active substances in traditional Chinese medicines have been performed using fingerprint analysis. The spectrum-effect relationship between chromatography fingerprints and efficacy of herbal drugs is considered as a potentially useful method for determining active ingredients in complex mixtures. The study was designed to develop a method for determining the bioactive components of a compound Chinese medicine called Tiefeng based on spectrum-effect relationships between high-performance liquid chromatography （HPLC） fingerprints and anticoccidial activities. Four peaks of the established HPLC fingerprint indicate the main bioactive components of this medicine. In addition, pharrnacodynamic atlas was defined and used to assess the anticoccidial activity of Tiefeng from different sources for the first time. We found that the level of anticoccidial activity of Tiefeng was consistent with the degree of similarity between the pharmacodynamic atlas and chromatogram of any sample. Furthermore, effect of this medicine was related with the main active constituents, along with the origin and the harvesting time.展开更多
An adaptive algorithm for removing false ridges, bridges and filling gaps in binary fingerprint images based on morphological operations is presented. A novel procedure for structuring elements design based on the spe...An adaptive algorithm for removing false ridges, bridges and filling gaps in binary fingerprint images based on morphological operations is presented. A novel procedure for structuring elements design based on the specific fingerprint characteristic is described. Using the images from FVC2000 database, we have compared our method proposed here with the approach proposed by other ones. The Experimental results have demonstrated the efficiency of our method.展开更多
目的构建果胶精油联产工艺获得的橙皮精油的指纹图谱,并进行成分分析。方法通过气相色谱-质谱法采集20批次橙皮精油样品的总离子流图(total ions current,TIC),运用“中药色谱指纹图谱相似度评价系统(2012版)”寻找共有峰并建立对照指...目的构建果胶精油联产工艺获得的橙皮精油的指纹图谱,并进行成分分析。方法通过气相色谱-质谱法采集20批次橙皮精油样品的总离子流图(total ions current,TIC),运用“中药色谱指纹图谱相似度评价系统(2012版)”寻找共有峰并建立对照指纹图谱,采用美国国家标准与技术研究院(National Institute of Standards and Technology,NIST)谱库检索结合保留指数技术对共有峰进行成分鉴定,运用SPSS 29.0软件对共有峰进行主成分分析。结果指纹图谱的精密度、重复性和稳定性等方法学考察符合要求,所有样品TIC图相似度均大于0.998,提炼出9个共有峰,经过质谱鉴定,在共有峰中,D-柠檬烯相对含量最高,占82.77%,其次为月桂烯、烩烯、右旋α-蒎烯等,依次占比8.79%、3.62%、3.27%;经主成分分析,前两个主成分因子的累积方差贡献率为67.4%,微量成分烩烯和3-蒈烯对主成分因子的贡献最大。结论对由果胶精油联产工艺获得的橙皮精油建立了气相色谱-质谱指纹图谱,探明其共性化合物成分及影响力,为其质量控制提供了科学依据。展开更多
基金supported by the National Natural Science Foundation of China(Nos.11331012,11571014,and 11731013)
文摘With the rapid growth in fingerprint databases, it has become necessary to develop excellent fingerprint indexing to achieve efficiency and accuracy. Fingerprint indexing has been widely studied with real-valued features,but few studies focus on binary feature representation, which is more suitable to identify fingerprints efficiently in large-scale fingerprint databases. In this study, we propose a deep compact binary minutia cylinder code（DCBMCC）as an effective and discriminative feature representation for fingerprint indexing. Specifically, the minutia cylinder code（MCC）, as the state-of-the-art fingerprint representation, is analyzed and its shortcomings are revealed.Accordingly, we propose a novel fingerprint indexing method based on deep neural networks to learn DCBMCC.Our novel network restricts the penultimate layer to directly output binary codes. Moreover, we incorporate independence, balance, quantization-loss-minimum, and similarity-preservation properties in this learning process.Eventually, a multi-index hashing（MIH） based fingerprint indexing scheme further speeds up the exact search in the Hamming space by building multiple hash tables on binary code substrings. Furthermore, numerous experiments on public databases show that the proposed approach is an outstanding fingerprint indexing method since it has an extremely small error rate with a very low penetration rate.
基金funded by the National Key Technology R&D Program, China (2008 BADB4B05-02)
文摘Quality control and screening of active substances in traditional Chinese medicines have been performed using fingerprint analysis. The spectrum-effect relationship between chromatography fingerprints and efficacy of herbal drugs is considered as a potentially useful method for determining active ingredients in complex mixtures. The study was designed to develop a method for determining the bioactive components of a compound Chinese medicine called Tiefeng based on spectrum-effect relationships between high-performance liquid chromatography （HPLC） fingerprints and anticoccidial activities. Four peaks of the established HPLC fingerprint indicate the main bioactive components of this medicine. In addition, pharrnacodynamic atlas was defined and used to assess the anticoccidial activity of Tiefeng from different sources for the first time. We found that the level of anticoccidial activity of Tiefeng was consistent with the degree of similarity between the pharmacodynamic atlas and chromatogram of any sample. Furthermore, effect of this medicine was related with the main active constituents, along with the origin and the harvesting time.
基金supported by the National Nature Science Foundation of China under Grant No.60605007J
文摘An adaptive algorithm for removing false ridges, bridges and filling gaps in binary fingerprint images based on morphological operations is presented. A novel procedure for structuring elements design based on the specific fingerprint characteristic is described. Using the images from FVC2000 database, we have compared our method proposed here with the approach proposed by other ones. The Experimental results have demonstrated the efficiency of our method.
文摘目的构建果胶精油联产工艺获得的橙皮精油的指纹图谱,并进行成分分析。方法通过气相色谱-质谱法采集20批次橙皮精油样品的总离子流图(total ions current,TIC),运用“中药色谱指纹图谱相似度评价系统(2012版)”寻找共有峰并建立对照指纹图谱,采用美国国家标准与技术研究院(National Institute of Standards and Technology,NIST)谱库检索结合保留指数技术对共有峰进行成分鉴定,运用SPSS 29.0软件对共有峰进行主成分分析。结果指纹图谱的精密度、重复性和稳定性等方法学考察符合要求,所有样品TIC图相似度均大于0.998,提炼出9个共有峰,经过质谱鉴定,在共有峰中,D-柠檬烯相对含量最高,占82.77%,其次为月桂烯、烩烯、右旋α-蒎烯等,依次占比8.79%、3.62%、3.27%;经主成分分析,前两个主成分因子的累积方差贡献率为67.4%,微量成分烩烯和3-蒈烯对主成分因子的贡献最大。结论对由果胶精油联产工艺获得的橙皮精油建立了气相色谱-质谱指纹图谱,探明其共性化合物成分及影响力,为其质量控制提供了科学依据。
