Chinese Journal of Lasers, Volume. 49, Issue 2, 0202009(2022)
Weld Path Identification Based on Kernel Correlation/Kalman Filters
Fig. 2. Images of weld before and during welding. (a) Before welding; (b) during welding
Fig. 3. Flow chart of weld center area extraction. (a) Median filtering; (b) centerline extraction of laser stripe;(c) extraction of weld feature points; (d) identification of weld center area
Fig. 4. Weld images and corresponding filtering response maps under noise of different intensities. (a)(b) Weld image interfered by slight noise and corresponding filtering response map; (c)(d) weld image interfered by strong noise and corresponding filtering response map
Fig. 5. Experimental scheme of weld path identification. (a) Welding direction and actual weld path; (b) actual image of butted weld
Fig. 6. Butted weld path identification results. (a)(c) KCF algorithm; (d)(f) proposed algorithm
Fig. 8. Quantitative comparison for butted weld path identification. (a) Comparison of identified weld paths;(b) comparison of identification errors
Fig. 9. Quantitative comparison for lapped weld path identification. (a) Comparison of identified weld paths;(b) comparison of identification errors
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Jianzhun Du, Yanxi Zhang, Jingjing Wang, Xiangdong Gao. Weld Path Identification Based on Kernel Correlation/Kalman Filters[J]. Chinese Journal of Lasers, 2022, 49(2): 0202009
Category: laser manufacturing
Received: May. 31, 2021
Accepted: Jul. 8, 2021
Published Online: Dec. 1, 2021
The Author Email: Gao Xiangdong (gaoxd666@126.com)