激光与光电子学进展, 2019, 56 (8): 081005, 网络出版: 2019-07-26
结合函数映射与循环一致性约束的模型簇对应关系计算 
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Correspondence Calculation of Model Cluster by Functional Mapping Combined with Cycle-Consistency Constraints
图 & 表
图 1. 不同采点数目下的FPS采样结果。(a)稀疏点采样;(b)稠密点采样
Fig. 1. FPS sampling results under different numbers of sampling points. (a) Sparse point sampling; (b) dense point sampling
图 2. 采样点数为10的稀疏采样结果。(a)文献[ 20]的FPS算法;(b)所提算法
Fig. 2. Sparse sampling results for 10 sampling points. (a) FPS algorithm in Ref. [20]; (b) proposed algorithm
图 3. 采样点数为1000的稠密采样结果。(a)文献[ 20]的FPS算法;(b)所提算法
Fig. 3. Dense sampling results for 1000 sampling points. (a) FPS algorithm in Ref. [20]; (b) proposed algorithm
图 4. 马模型集合的函数映射关系比较。(a)文献[ 21]的算法;(b)所提算法
Fig. 4. Comparison of function mapping relationships for horse model cluster. (a) Algorithm in Ref. [21]; (b) proposed algorithm
图 5. 狗模型集合的函数映射关系比较。(a)文献[ 21]的算法;(b)所提算法
Fig. 5. Comparison of function mapping relationships for dog model cluster. (a) Algorithm in Ref. [21]; (b) proposed algorithm
图 6. 人体模型集合的函数映射关系比较。(a)文献[ 21]的算法;(b)所提算法
Fig. 6. Comparison of function mapping relationships for human model cluster. (a) Algorithm in Ref. [21]; (b) proposed algorithm
图 7. 猫模型集合的稀疏对应关系比较。(a)文献[ 20]的算法;(b)所提算法
Fig. 7. Comparison of sparse correspondences for cat model cluster. (a) Algorithm in Ref. [20]; (b) proposed algorithm
图 8. 狗模型集合的稀疏对应关系比较。(a)文献[ 20]的算法;(b)所提算法
Fig. 8. Comparison of sparse correspondences for dog model cluster. (a) Algorithm in Ref. [20]; (b) proposed algorithm
图 9. 马模型集合的稠密对应关系比较。(a)文献[ 20]的算法;(b)所提算法
Fig. 9. Comparison of dense correspondences for horse model cluster. (a) Algorithm in Ref. [20]; (b) proposed algorithm
图 10. 人体模型集合的稠密对应关系比较。(a)文献[ 20]的算法;(b)所提算法
Fig. 10. Comparison of dense correspondences for human model cluster. (a) Algorithm in Ref.[20]; (b) proposed algorithm
表 1模型间对应关系的测地错误比较
Table1. Comparison of geodesic errors for correspondence between models
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表 2算法执行时间比较
Table2. Comparison of execution time for algorithmss
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杨军, 雷鸣. 结合函数映射与循环一致性约束的模型簇对应关系计算[J]. 激光与光电子学进展, 2019, 56(8): 081005. Jun Yang, Ming Lei. Correspondence Calculation of Model Cluster by Functional Mapping Combined with Cycle-Consistency Constraints[J]. Laser & Optoelectronics Progress, 2019, 56(8): 081005.
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