Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1615003(2022)
Three-dimensional Human Pose Reconstruction Based on Multifeature Point Matching
Figures & Tables(9)
Fig. 2. SMPL model. (a) Female model; (b) male model; (c) skeleton structure; (d) head fixed point
Table 1. Comparison of Maximum reconstruction error
View tableTable 1. Comparison of Maximum reconstruction error
Method TS1 TS2 TS3 TS4 Forward Rolling Chatting Sitting Walking Working Boxing Batting SMPLify 1107.94 1171.40 1489.51 916.03 1365.89 1051.75 1439.05 1387.29 HMR 1094.27 844.10 1111.24 1138.04 1141.70 992.76 1233.73 1476.62 CMR 834.59 789.15 825.41 678.21 1038.60 536.68 959.45 982.22 MFPM 830.74 782.48 720.13 536.23 916.30 528.07 825.05 1114.93
Table 2. Influence of head posture constraint on reconstruction error
View tableTable 2. Influence of head posture constraint on reconstruction error
Head constraint TS5 TS6 Forward Crouch Turn right Running × 468.65 461.02 564.32 577.95 √ 390.60 411.59 543.02 457.87
Table 3. Errors of different algorithms on MPI-INF-3DHP database
View tableTable 3. Errors of different algorithms on MPI-INF-3DHP database
Method TS1 TS2 TS3 TS4 TS5 TS6 SMPLify 854.45 1052.70 1104.81 1007.72 867.67 968.41 HMR 825.47 935.51 1018.16 1045.06 866.71 1196.18 CMR 607.35 735.41 776.69 797.47 699.94 868.28 MFPM 600.93 657.96 671.17 683.86 618.97 756.72
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Yafeng Zhang, Cuixiang Liu, Jie Ma, Yating Su. Three-dimensional Human Pose Reconstruction Based on Multifeature Point Matching[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1615003
Paper Information
Category: Machine Vision
Received: May. 17, 2021
Accepted: Jul. 13, 2021
Published Online: Jul. 22, 2022
The Author Email: Cuixiang Liu (liucuix@126.com)
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