Publication: Color-Based Printed Circuit Board Segmentation
dc.contributor | 傅楸善 | zh-TW |
dc.contributor | 臺灣大學:資訊工程學研究所 | zh-TW |
dc.contributor.author | Tz-Sheng Peng | en |
dc.creator | Tz-Sheng Peng | en |
dc.date | 2009 | en |
dc.date.accessioned | 2010-05-17T03:57:17Z | |
dc.date.accessioned | 2018-07-05T01:42:08Z | |
dc.date.available | 2010-05-17T03:57:17Z | |
dc.date.available | 2018-07-05T01:42:08Z | |
dc.date.issued | 2009 | |
dc.description.abstract | Our method can be briefly divided into three phases: training phases, thresholding phase, and refining phase. We only have to train once. We do not have to train again until we have different color PCB (Printed Circuit Board) images. Thresholding and refining phases are used to segment every image.he goal of training phase is to calculate the centroid of solder color. In thresholding phase, apply an automatic threshold finding algorithm to find the threshold recursively. After thresholding, we want to obtain better result. Consequently, we use connected component analysis to remove the component with too many or too few elements, because solder area is not too big or too small. Calculate the minimum color distance d from the centroid of solder color to connected component.ur method is effective for solder image segmentation. Experiment data show us this method has high-speed and high-precision. | en |
dc.description.tableofcontents | Chapter 1 Introduction 1.1 Motivation 1.2 AOI and AXI 2.3 Color Space 4.4 False Alarm and Misdetection 5hapter 2 Segmentation Methods [13] 6.1 Introduction 6.2 Clustering Methods 7.3 Histogram-Based Methods 8.4 Edge Detection Methods 10.5 Region Growing Methods 11.6 Graph Partition Methods 12hapter 3 Previous Work 14hapter 4 Our Method 16.1 Preview 16.2 Training 16.3 Thresholding 18.4 Refining 21hapter 5 Experiment Result 24.1 Experiment Environment 24.2 Experiment Result 25hapter 6 Conclusion and Future work 48eference 49 | en |
dc.format | application/pdf | en |
dc.format.extent | 4159015 bytes | |
dc.format.mimetype | application/pdf | |
dc.identifier.other | U0001-0407200901112300 | en |
dc.identifier.uri | http://ntur.lib.ntu.edu.tw//handle/246246/183386 | |
dc.identifier.uri.fulltext | http://ntur.lib.ntu.edu.tw/bitstream/246246/183386/1/ntu-98-R96922118-1.pdf | |
dc.language | zh-TW | en |
dc.language.iso | en_US | |
dc.subject | color segmentation | en |
dc.title | Color-Based Printed Circuit Board Segmentation | en |
dc.type | thesis | en |
dspace.entity.type | Publication |
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