WO2015188767A1 - 一种获取衣服图像属性点的方法和装置 - Google Patents
一种获取衣服图像属性点的方法和装置 Download PDFInfo
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- WO2015188767A1 WO2015188767A1 PCT/CN2015/081261 CN2015081261W WO2015188767A1 WO 2015188767 A1 WO2015188767 A1 WO 2015188767A1 CN 2015081261 W CN2015081261 W CN 2015081261W WO 2015188767 A1 WO2015188767 A1 WO 2015188767A1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0641—Shopping interfaces
- G06Q30/0643—Graphical representation of items or shoppers
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/30—Computing systems specially adapted for manufacturing
Definitions
- the present invention relates to the field of computer technologies, and in particular, to a method and apparatus for acquiring a clothing image attribute point.
- the way to obtain the attribute points of the clothes image mainly depends on the manual, that is, the person clicks on the position on the clothes image that needs to be calibrated, and the attribute points are formed at the position.
- the image of the clothes is generally a front view of the clothes, and the image of the clothes is bilaterally symmetrical.
- the attribute points of the clothes image are more than a dozen, and the manual calibration method is time-consuming and inefficient.
- the present invention provides a method and apparatus for acquiring a clothing image attribute point, which can improve the efficiency of acquiring a clothing image attribute point.
- a method of acquiring a clothing image attribute point is provided.
- the method for obtaining the clothing image attribute point of the present invention comprises: for the clothes image presented on the front side, storing five attribute points of the artificial calibration: the shoulder point on the left and right sides, the midpoint of the hem, and the midpoint of the sleeve end of the left and right sleeves;
- the horizontal direction is the abscissa and the vertical direction is the ordinate.
- the first point is the first side The upper end point; the second point is located at the shoulder edge of the first side, the abscissa is the midpoint of the shoulder point of the first point and the first side; the third point is the first side The outer end of the sleeve end; the fourth point is the inner side of the sleeve end of the first side; the fifth point and the sixth point are respectively located on the outer side edge of the sleeve on the first side and the inner side edge of the sleeve, and the two are connected a perpendicular to the connecting line of the shoulder point of the first side and the third point, the ordinate of the foot is located at a preset position between the shoulder point of the first side and the third point;
- the seventh point is the hem angle of the first side; the eighth point to the eleventh point are located at the midpoint from the second point and the shoulder point of the first side to the seventh
- a ratio of the distance from the foot to the third point and the distance from the third point to the shoulder point of the first side is 0.35 to 0.45:1.
- a ratio of a distance from the eighth point to the second point to a distance from the second point to the seventh point is 0.18 to 0.22:1; and the ninth point to the second point
- the ratio of the distance from the second point to the seventh point is 0.28 to 0.32:1; the distance from the 10th point to the second point is the distance from the second point to the seventh point
- the ratio is 0.58 to 0.62:1; the ratio of the distance from the second point to the distance from the second point to the seventh point is 0.88 to 0.92:1.
- an apparatus for obtaining a clothing image attribute point is provided.
- the device for obtaining the clothing image attribute point of the present invention comprises: a basic point module for storing five attribute points manually marked for the clothes image presented on the front side: a shoulder point on the left and right sides, a midpoint on the hem, and two sleeves on the left and right sides a midpoint of the sleeve end; a determination module for taking the horizontal direction as the abscissa and the vertical direction as the ordinate, for the left and right symmetrical sides of the clothing image
- the first side determines the first point to the eleventh point: the first point is the upper end point of the first side; the second point is located at the shoulder edge of the first side, and the horizontal point is marked as The midpoint of the first point and the shoulder point of the first side; the third point is the outer side of the sleeve side of the first side; the fourth point is the inner side of the sleeve side of the first side; a point and a sixth point are respectively located on the outer side edge of the sleeve on the first side
- a ratio of the distance from the foot to the third point and the distance from the third point to the shoulder point of the first side is 0.35 to 0.45:1.
- a ratio of a distance from the eighth point to the second point to a distance from the second point to the seventh point is 0.18 to 0.22:1; and the ninth point to the second point
- the ratio of the distance from the second point to the seventh point is 0.28 to 0.32:1; the distance from the 10th point to the second point is the distance from the second point to the seventh point
- the ratio is 0.58 to 0.62:1; the ratio of the distance from the second point to the distance from the second point to the seventh point is 0.88 to 0.92:1.
- the clothes image five points are first manually calibrated, and then the other 11 attribute points can be determined by the computer, which reduces the manual workload and improves the efficiency of obtaining the clothing image attribute points.
- FIG. 1 is a schematic illustration of five points manually calibrated on a garment image in accordance with an embodiment of the present invention
- FIG. 2 is a schematic diagram of an automatically acquired clothing image attribute point according to an embodiment of the present invention.
- FIG. 3 is a basic diagram of an apparatus for acquiring a clothing image attribute point according to an embodiment of the present invention. Schematic diagram of the structure.
- FIG. 1 is a schematic illustration of five points manually calibrated on a garment image in accordance with an embodiment of the present invention. As shown in FIG. 1, a total of five points P1 to P5 are calibrated on the clothing image 10, which are respectively located at the shoulder point on the left and right sides, the midpoint of the hem, and the midpoint of the sleeve end of the left and right sleeves. For the sake of clarity, the outline of the garment is mainly shown in FIG.
- FIG. 2 is a schematic diagram of an automatically acquired clothing image attribute point according to an embodiment of the present invention.
- points A1 to A11 in FIG. 2 are sequentially determined, which are located on the left side of the left and right symmetrical clothing image 10, and then the right side of the clothing image and the point A1 to point A11 are determined according to the left and right symmetry of the clothing image. Symmetrical points can be.
- the coordinate system shown in the figure can be created with the X axis horizontal to the right and the Y axis vertically downward.
- point A2 is determined.
- Point A2 is located at the edge of the shoulder and its abscissa is A1 and P1. midpoint.
- the points of the edge of the shoulder can be scanned from top to bottom and the abscissa of the scanned point can be checked at the same time, and the point scanned is determined as the point A2 when the abscissa is equal to the A1 abscissa and the P1 abscissa average.
- Fig. 2 take a point M directly on the line connecting A1 and P1.
- the abscissa of M point is equal to the average of A1 abscissa and P1 abscissa, and then M is used as a vertical line.
- the intersection of the edge of the part is point A2. This can omit the step of edge detection.
- the points A3 and A4 are determined. They are the outer and inner points of the sleeve end, respectively.
- the sleeve end is the horizontal or slightly inclined line that the cuff edge presents on the image. It can be scanned from the point P4 along the sleeve end to both sides, and the two end points of the scanned sleeve end are points A3 and A4, respectively. It is also possible to scan the pixel from the point P4 to the left in the horizontal direction, scan to one pixel, and then scan up and down respectively from the pixel in the vertical direction, when the adjacent two scans in the same direction are respectively transparent.
- the opacity point is the cuff edge
- the opaque point continues to scan in the horizontal direction pixel by pixel, that is, the above process is repeated, that is, the sleeve end outer point A3 is obtained.
- scanning from the point P4 to the right in the horizontal direction is performed pixel by pixel, that is, the cuff end inner point A4 is obtained.
- the outer side refers to a side away from the vertical axis of symmetry of the clothes.
- points A5, A6 can be determined.
- the N is the perpendicular of the line, and the two sides of the sleeve.
- the intersection point is point A5, A6. It can be scanned from the point N along the vertical line to the outside and inside of the sleeve, respectively. When scanning to the transparent point, the last opaque point scanned is the point A5, A6.
- point A7 is determined. Scanning from the beginning of P3 to the left or to the outside is similar to determining point A3.
- Points A8 to A11 can be determined after the point A7 is determined. First, take the point P1 and the midpoint N of the point A2, and then connect the point N with the point A7, and the points A8 to A11 are distributed on the connecting line. Taking the parameter T, the distance from the point to the point N on the connection line is occupied by the distance from the point N to the point A7, and then A8 to A11 are located at positions of 0.2, 0.3, 0.6, and 0.8, respectively. The above ratio There are minor changes to each.
- points A1 to A11 After the above points A1 to A11 are determined, the symmetry point on the other side of the clothing image can be obtained according to the left and right symmetry of the clothing image.
- points A to A11 and point P1 plus the symmetry points of these points on the right side of the clothes image, can basically determine the shape of most clothes images, for the images of complicated clothes,
- the attribute points can be manually added manually.
- the apparatus 30 for acquiring a clothing image attribute point in the embodiment of the present invention mainly includes a basic point module 31 and a determining module 32.
- the basic point module 31 is used to store five attribute points manually marked for the clothes image presented on the front side: the shoulder point on the left and right sides, the midpoint of the hem, and the midpoint of the sleeve end of the left and right sleeves.
- the determining module 32 is configured to use the horizontal direction as the abscissa and the vertical direction as the ordinate. For the first side of the left and right symmetrical sides of the clothing image, point A1 to point A11 are sequentially determined in the manner described above.
- the clothes image for the clothes image, five points are first manually calibrated, and then the other 11 attribute points can be determined by the computer, which reduces the manual workload and improves the efficiency of obtaining the clothing image attribute points.
- the objects of the invention can also be achieved by running a program or a set of programs on any computing device.
- the computing device can be a well-known general purpose device. Therefore, The object of the present invention can also be achieved merely by providing a program product comprising program code for implementing the method or apparatus. That is to say, such a program product also constitutes the present invention, and a storage medium storing such a program product also constitutes the present invention. It will be apparent that the storage medium may be any known storage medium or any storage medium developed in the future.
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Abstract
Description
Claims (6)
- 一种获取衣服图像属性点的方法,其特征在于,包括:对于正面呈现的衣服图像,保存人工标定的5个属性点:左右两侧的肩角点、下摆中点、左右两袖的袖端中点;以水平方向为横坐标,竖直方向为纵坐标,对于所述衣服图像的左右对称两侧中的第一侧,依次确定如下的第1点至第11点:第1点为所述第一侧的上方端点;第2点位于所述第一侧的肩部边缘,其横坐标为所述第1点与所述第一侧的肩角点的中点;第3点为所述第一侧的袖端外侧点;第4点为所述第一侧的袖端内侧点;第5点和第6点分别位于所述第一侧的袖中外侧边缘和袖中内侧边缘,二者连线垂直于所述第一侧的肩角点与所述第3点的连接线,垂足的纵坐标位于所述第一侧的肩角点与所述第3点之间的预设位置处;第7点为所述第一侧的下摆角点;第8点至第11点位于从第2点与所述第一侧的肩角点的中点至第7点的连线上,按预设位置分布;确定所述衣服图像的左右对称两侧中的第二侧上的与上述第1点至第11点相对称的点。
- 根据权利要求1所述的方法,其特征在于,所述垂足至所述第3点的距离与所述第3点至所述第一侧的肩角点距离的比为0.35~0.45∶1。
- 根据权利要求1或2所述的方法,其特征在于,所述第8点至所述第2点的距离与所述第2点至所述第7点距离的比为0.18~0.22∶1;所述第9点至所述第2点的距离与所述第2点至所述第7点距离的比为0.28~0.32∶1;所述第10点至所述第2点的距离与所述第2点至所述第7点距离的比为0.58~0.62∶1;所述第11点所述第2点的距离与所述第2点至所述第7点距离的比为0.88~0.92∶1。
- 一种获取衣服图像属性点的装置,其特征在于,包括:基本点模块,用于对于正面呈现的衣服图像,保存人工标定的5个属性点:左右两侧的肩角点、下摆中点、左右两袖的袖端中点;确定模块,用于以水平方向为横坐标,竖直方向为纵坐标,对于所述衣服图像的左右对称两侧中的第一侧,依次确定如下的第1点至第11点:第1点为所述第一侧的上方端点;第2点位于所述第一侧的肩部边缘,其横坐标为所述第1点与所述第一侧的肩角点的中点;第3点为所述第一侧的袖端外侧点;第4点为所述第一侧的袖端内侧点;第5点和第6点分别位于所述第一侧的袖中外侧边缘和袖中内侧边缘,二者连线垂直于所述第一侧的肩角点与所述第3点的连接线,垂足的纵坐标位于所述第一侧的肩角点与所述第3点之间的预设位置处;第7点为所述第一侧的下摆角点;第8点至第11点位于从第2点与所述第一侧的肩角点的中点至第7点的连线上,按预设位置分布;确定所述衣服图像的左右对称两侧中的第二侧上的与上述第1点至第11点相对称的点。
- 根据权利要求4所述的装置,其特征在于,所述垂足至所述第3点的距离与所述第3点至所述第一侧的肩角 点距离的比为0.35~0.45∶1。
- 根据权利要求4或5所述的装置,其特征在于,所述第8点至所述第2点的距离与所述第2点至所述第7点距离的比为0.18~0.22∶1;所述第9点至所述第2点的距离与所述第2点至所述第7点距离的比为0.28~0.32∶1;所述第10点至所述第2点的距离与所述第2点至所述第7点距离的比为0.58~0.62∶1;所述第11点所述第2点的距离与所述第2点至所述第7点距离的比为0.88~0.92∶1。
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CN104008501B (zh) * | 2014-06-13 | 2017-11-14 | 北京京东尚科信息技术有限公司 | 一种获取衣服图像属性点的方法和装置 |
CN104766369A (zh) * | 2015-04-23 | 2015-07-08 | 上海趣搭网络科技有限公司 | 建立服饰模型的方法和装置 |
WO2017203663A1 (ja) * | 2016-05-26 | 2017-11-30 | 楽天株式会社 | 形状弁別装置、形状弁別方法及び形状弁別プログラム |
AU2017288057B2 (en) * | 2016-06-30 | 2023-05-25 | 776BC International Pty Ltd | Garments, systems and methods for sports training |
US10991115B2 (en) * | 2017-03-06 | 2021-04-27 | Rakuten, Inc. | Image processing device, image processing method, server, and computer program |
CN107742123B (zh) * | 2017-10-17 | 2019-12-03 | 华南师范大学 | 基于角点的服装款式特征提取方法及服装检索方法和系统 |
CN110378959A (zh) * | 2019-07-15 | 2019-10-25 | 杭州恢弘科技有限公司 | 一种服装辅助印烫定位设置方法、定位方法及辅助印烫方法 |
CN110672014B (zh) * | 2019-08-27 | 2023-08-22 | 东莞市精致自动化科技有限公司 | 一种衣服尺寸测量方法 |
CN112529670B (zh) * | 2021-02-07 | 2021-04-30 | 上海英立视电子有限公司 | 一种虚拟试衣方法 |
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