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Featured researches published by Akira Kusano.


conference of the industrial electronics society | 2008

3D inspection of electronic devices by means of stereo method on single camera environment

Akira Kusano; Takashi Watanabe; Takuma Funahashi; Takayuki Fujiwara; Hiroyasu Koshimizu

It is very important to guarantee the quality of the industrial products by means of visual inspection. In order to reduce the soldering defect with terminal deformation and terminal burr in the manufacturing process, this paper proposes a 3D visual inspection system based on a stereo vision with single camera. It is technically noted that the base line of this single camera stereo was precisely calibrated by the image processing procedure. Also to extract the measuring point coordinates for computing disparity; the error is reduced with original algorithm. Comparing its performance with that of human inspection using industrial microscope, the proposed 3D inspection could be an alternative in precision and in processing cost. Since the practical specification in 3D precision is less than 1 pixel and the experimental performance was around the same, it was demonstrated by the proposed system that the soldering defect with terminal deformation and terminal burr in inspection, especially in 3D inspection, was decreased. In order to realize the inline inspection, this paper will suggest how the human inspection of the products could be modeled and be implemented by the computer system especially in manufacturing process.


korea-japan joint workshop on frontiers of computer vision | 2013

Defect detection of terminal lead by single stereo vision

Akira Kusano; Takashi Watanabe; Takuma Funahashi; Hiroyasu Koshimizu

Due to the miniaturization and complication of the size of electronic devices, it is recently required to maximize the inspection performance especially in precision. It is especially difficult to detect very small defects of the small electronic devices in size. In addition to these requirements, the performances of the inspection in cost and speed should be realized. For realizing these subjects of the inspection, image processing based on the silhouette and 3D images is promising. Especially, because the defect of terminal lead causes the failure of the solder on the printed circuit board, the defects on the terminal leads become fatal. Then we applied 3D images to the inspection of terminal lead for improving its performance in size. In this case we implemented a single camera 3D image acquisition system small enough for the real application to the production line.


Tenth International Conference on Quality Control by Artificial Vision | 2011

Defect detection of electronic devices by single stereo vision

Akira Kusano; Takashi Watanabe; Takuma Funahashi; Takayuki Fujiwara; Hiroyasu Koshimizu

It is very important to guarantee the quality of the industrial products by means of visual inspection. In order to reduce the soldering defect with terminal deformation and terminal burr in the manufacturing process, this paper proposes a 3D visual inspection system based on a stereo vision with single camera. It is technically noted that the base line of this single camera stereo was precisely calibrated by the image processing procedure. Also to extract the measuring point coordinates for computing disparity; the error is reduced with original algorithm. Comparing its performance with that of human inspection using industrial microscope, the proposed 3D inspection could be an alternative in precision and in processing cost. Since the practical specification in 3D precision is less than 0.02 mm and the experimental performance was around the same, it was demonstrated by the proposed system that the soldering defect with terminal deformation and terminal burr in inspection, especially in 3D inspection, was decreased. In order to realize the inline inspection, this paper will suggest how the human inspection of the products could be modeled and be implemented by the computer system especially in manufacturing process.


machine vision applications | 2008

3D Precise Inspection of Terminal Lead for Electronic Devices by Single Camera Stereo Vision

Takashi Watanabe; Akira Kusano; Takayuki Fujiwara; Hiroyasu Koshimizu

It is very important to guarantee the quality of the industrial products by means of visual inspection. In order to reduce the soldering defect with terminal deformation and terminal burr in the manufacturing process, this paper proposes a 3D visual inspection system based on a stereo vision with single camera. It is technically noted that the base line of this single camera stereo was precisely calibrated by the image processing procedure. Also to extract the measuring point coordinates for computing disparity; the error is reduced with original algorithm. Comparing its performance with that of human inspection using industrial microscope, the proposed 3D inspection could be an alternative in precision and in processing cost. Since the practical specification in 3D precision is less than 1 pixel and the experimental performance was around the same, it was demonstrated by the proposed system that the soldering defect with terminal deformation and terminal burr in inspection, especially in 3D inspection, was decreased. In order to realize the inline inspection, this paper will suggest how the human inspection of the products could be modeled and be implemented by the computer system especially in manufacturing process.


Electronics and Communications in Japan | 2009

Proposal and application of real‐time calibration of baseline length in single‐camera stereo system

Takashi Watanabe; Akira Kusano; Takayuki Fujiwara; Hiroyasu Koshimizu


Ieej Transactions on Industry Applications | 2006

3D In-Line Inspection of Electronic Devices by Image Processing for Reducing Human-Error in Real Manufacturing Field

Takashi Watanabe; Akira Kusano; Takayuki Fujiwara; Hiroyasu Koshimizu


Journal of Machine Vision and Applications | 2007

3D Precise Inspection of Electronic Devices by Single Stereo Vision

Takashi Watanabe; Akira Kusano; Takayuki Fujiwara; Hiroyasu Koshimizu


Ieej Transactions on Industry Applications | 2007

Flatness Inspection Method of Terminal Lead with Deformation and Terminal Burr

Takashi Watanabe; Akira Kusano; Takayuki Fujiwara; Hiroyasu Koshimizu


Ieej Transactions on Electronics, Information and Systems | 2007

Proposal and Application of Real Time Calibration of Baseline Length in Single Camera Stereo System

Takashi Watanabe; Akira Kusano; Takayuki Fujiwara; Hiroyasu Koshimizu


Electronics and Communications in Japan | 2010

Quasi multi-baseline-stereo method with single camera for reducing occlusion

Takashi Watanabe; Akira Kusano; Takayuki Fujiwara; Hiroyasu Koshimizu

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