Patents by Inventor Tiancai Liang
Tiancai Liang has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Publication number: 20150178560Abstract: The present invention relates to a recognition method and a recognition device for a sheet-type medium. The method comprises: step 1, collecting image information; step 2, splitting from the image information collected image information of an object-to-be-recognized; step 3, reconstructing image data of a feature area, extracting a feature on the reconstructed image data, and forming an eigenvector; and, step 4, sending the eigenvector into a standard data-trained classifier, and acquiring a recognition result. The method has an image reconstructed on the basis of feature area prior information, improves image quality, facilitates increased recognition accuracy, and, because only the image area that requires feature extraction is reconstructed, reduces storage space consumption. This not only saves large amounts of storage space and time and increases resource utilization rate, but also increases recognition accuracy and achieves an improved balance between resource and efficiency.Type: ApplicationFiled: July 5, 2013Publication date: June 25, 2015Applicant: GRG Banking Equipment Co., Ltd.Inventors: Tiancai Liang, Weifeng Wang, Kun Wang, Yuanchao Yu
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Patent number: 9014458Abstract: A valuable document identification method and system are provided. The method comprises, detecting features in different space ranges of a valuable document, and obtaining multi-source information ?={Xi, Xj, . . . , Xn}, wherein Xi?Xj??, or Xi?Xj?? and Xi<=>Xj; labeling the space position of Xj with Xi according to semantic constraints of Xi and Xj, and obtaining position constraints ?ij(x, y); extracting a characteristic value fi from Xi, and extracting a characteristic value fj from Xj according to the position constrains ?ij(x, y); determining whether fi, fj meet the characteristic criteria of the valuable document, if yes, then receiving the valuable document, or else, rejecting the valuable document. The method enables improved reliability and robustness of the valuable document identification system.Type: GrantFiled: April 13, 2012Date of Patent: April 21, 2015Assignee: GRG Banking Equipment Co., Ltd.Inventors: Tiancai Liang, Zongbin Mu, Dahai Xiao, Tingting Li
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Patent number: 9014419Abstract: A valuable document identification method and an identification system thereof are provided. The method involves an information collecting module for identifying valuable documents starts, after a banknote separation module for storing valuable documents starts; information is sequentially collected by the information collecting module along movement direction of valuable documents; after arrival and pass of valuable documents are inspected, the collected valuable document identification information is processed and identified by the identification module, and an identification result is obtained; the valuable document information state is recorded; valuable documents are counted based on the identification result and the valuable document information state, and then valuable documents are identified and judged. As a result, the reliability of the valuable document identification process is improved, and the fault rate due to the counting problem is reduced.Type: GrantFiled: June 30, 2011Date of Patent: April 21, 2015Assignee: GRG Banking Equipment Co., Ltd.Inventors: Tiancai Liang, Zongbin Mu, Dahai Xiao
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Patent number: 8979090Abstract: A valuable file identification device, comprising a housing; a hollow transparent drum; an annular clamping belt supported by at least two tension rollers and pressing against the transparent drum, the outer surface of the annular clamping belt and the outer surface of the transparent drum forming a clamping and conveying channel for the valuable file, and the length of the clamping and conveying channel being greater than that of the valuable file in the conveying direction; at least one information acquisition device, the information acquisition element of the information acquisition device being adjacent to the inner surface of the transparent drum, facing at least a part of the outer surface of the annular clamping belt, and being fixed relative to the side wall of the housing; and a power-driven device respectively driving the transparent drum and the annular clamping belt to move synchronously in opposite directions.Type: GrantFiled: October 26, 2012Date of Patent: March 17, 2015Assignee: GRG Banking Equipment Co., Ltd.Inventors: Guang Chen, Tiancai Liang, Kun Wang, Dingxi Chen
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Publication number: 20140270460Abstract: A paper identifying method and a related device, used for accurately identifying soilage conditions of paper according to the recency degree of the paper. The method in an embodiment of the present invention comprises: obtaining a pixel gray value group of an image of input paper, the pixel gray value group being a combination of gray values of sampled pixels of a specified region of the input paper; obtaining an average value of gray values of all pixels in the pixel gray value group, and using same as a first average gray value; comparing the first average gray value with a recency threshold to determine the recency level of the input paper; obtaining the soilage depth of each of N regions of the input paper, the N being an integer greater than or equal to 1; and determining the soilage level of the input paper according to the soilage depth of the N regions, the region area and a soilage threshold, the soilage threshold corresponding to the recency level.Type: ApplicationFiled: March 27, 2013Publication date: September 18, 2014Applicant: GRG Banking Equipment Co., Ltd.Inventors: Tiancai Liang, Dingxi Chen, Weifeng Wang, Kun Wang
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Publication number: 20140210161Abstract: A valuable file identification device, comprising a housing; a hollow transparent drum; an annular clamping belt supported by at least two tension rollers and pressing against the transparent drum, the outer surface of the annular clamping belt and the outer surface of the transparent drum forming a clamping and conveying channel for the valuable file, and the length of the clamping and conveying channel being greater than that of the valuable file in the conveying direction; at least one information acquisition device, the information acquisition element of the information acquisition device being adjacent to the inner surface of the transparent drum, facing at least a part of the outer surface of the annular clamping belt, and being fixed relative to the side wall of the housing; and a power-driven device respectively driving the transparent drum and the annular clamping belt to move synchronously in opposite directions.Type: ApplicationFiled: October 26, 2012Publication date: July 31, 2014Applicant: GRG Banking Equipment Co., Ltd.Inventors: Guang Chen, Tiancai Liang, Kun Wang, Dingxi Chen
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Publication number: 20140205177Abstract: A valuable document identification method and system are provided. The method comprises, detecting features in different space ranges of a valuable document, and obtaining multi-source information ?={Xi, Xj, . . . , Xn}, wherein Xi?Xj??, or Xi?Xj?? and Xi<=>Xj; labeling the space position of Xj with Xi according to semantic constraints of Xi and Xj, and obtaining position constraints ?ij(x, y); extracting a characteristic value fi from Xi, and extracting a characteristic value fj from Xj according to the position constrains ?ij(x, y); determining whether fi, fj meet the characteristic criteria of the valuable document, if yes, then receiving the valuable document, or else, rejecting the valuable document. The method enables improved reliability and robustness of the valuable document identification system.Type: ApplicationFiled: April 13, 2012Publication date: July 24, 2014Inventors: Tiancai Liang, Zongbin Mu, Dahai Xiao, Tingting Li
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Publication number: 20140126803Abstract: A paper medium identifying device and an identifying method. The paper medium identifying device comprises an image data obtaining unit, a faulty wire detecting unit, an image dividing unit, a standard template data storage unit, a comprehensive analyzing unit, a new template generating unit and a judging unit. The paper medium identifying device divides the standard template into new sub-templates by dividing the template from a faulty wire position as margin, and then matches the sub-templates with a papery medium image which being identified so as to avoid the influence of faulty wires on the template match identification and improve the acceptance rate of the papery medium identifying device.Type: ApplicationFiled: October 26, 2012Publication date: May 8, 2014Applicant: GRG Banking Equipment Co., Ltd.Inventors: Yuanchao Yu, Tiancai Liang, Dingxi Chen, Kun Wang
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Publication number: 20130129140Abstract: A valuable document identification method and an identification system thereof are provided. The method involves an information collecting module for identifying valuable documents starts, after a banknote separation module for storing valuable documents starts; information is sequentially collected by the information collecting module along movement direction of valuable documents; after arrival and pass of valuable documents are inspected, the collected valuable document identification information is processed and identified by the identification module, and an identification result is obtained; the valuable document information state is recorded; valuable documents are counted based on the identification result and the valuable document information state, and then valuable documents are identified and judged. As a result, the reliability of the valuable document identification process is improved, and the fault rate due to the counting problem is reduced.Type: ApplicationFiled: June 30, 2011Publication date: May 23, 2013Applicant: GRG Banking Equipment Co., Ltd.Inventors: Tiancai Liang, Zongbin Mu, Dahai Xiao
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Publication number: 20130121539Abstract: A valuable file identification method includes step 1: selecting a characteristic area of the valuable file, and extracting a valuable file characteristic for last classification; step 2: an input valuable file is fast classified according to the extracted valuable file characteristic in step 1 to gain the banknote kind, denomination, direction and image quality information of the valuable file, and the banknote with better image quality and bad image quality are selected; step 3: an image restoration technique is utilized based on a partial differential equation to restore the old banknote image; step 4: the new banknote is directly identified and the old banknote is identified via the restored image to judge the authenticity of the current banknote; step 5: a result is output. The method enables eliminating restoration treatment for images comprising good quality and uninterested area, and saving time and improving system processing efficiency.Type: ApplicationFiled: June 29, 2011Publication date: May 16, 2013Applicant: GRG Banking Equipment Co., Ltd.Inventors: Tiancai Liang, Zongbin Mu, Dahai Xiao
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Publication number: 20120265337Abstract: A method for bank note distribution of financial self-service equipment is provided.Type: ApplicationFiled: November 26, 2010Publication date: October 18, 2012Applicant: GRG Banking Equipment Co., Ltd.Inventors: Zongbin Mu, Tiancai Liang, Jia Ding, Goafeng Du
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Publication number: 20110320930Abstract: A method and means for identifying valuable documents is proposed. Wherein the method includes the following steps: collect multi-mode information of the valuable document to be identified, according to the pre-generated fusion strategy and the multi-mode information of the valuable document to be identified, identify the valuable document to be identified and obtain identification results.Type: ApplicationFiled: March 9, 2010Publication date: December 29, 2011Applicant: GRG Banking Equipment Co., Ltd.Inventors: Tiancai Liang, Zongbin Mu