Dynamic Texture Recognition on DynTex++
98.58Recognition RateDT-GoogleNet
Evaluation Results
| Method | Links | |
|---|---|---|
| DT-GoogleNetMethod Class=Learning-based, Classifier=deep learning model2026.04 | 98.58 | |
| LP2DHMethod Class=Learning-based, Classifier=NN classifier2026.04 | 98.52 | |
| AlexNetMethod Class=Learning-based, Classifier=deep learning model2026.04 | 98.18 | |
| HOGF3DMethod Class=Filter-based, Classifier=SVM2026.04 | 97.63 | |
| HOGF2DMethod Class=Filter-based, Classifier=SVM2026.04 | 97.19 | |
| MBSIF-TOPMethod Class=Filter-based, Classifier=NN classifier2026.04 | 97.17 | |
| RUBIGMethod Class=Local-feature-based, Classifier=SVM2026.04 | 97.08 | |
| RNNsMethod Class=Learning-based, Classifier=NN classifier2026.04 | 96.51 | |
| MEMDPMethod Class=Local-feature-based, Classifier=SVM2026.04 | 96.03 | |
| DDLBPMethod Class=Local-feature-based, Classifier=SVM2026.04 | 95.9 | |
| FD-MAPMethod Class=Optical-flow-based, Classifier=SVM2026.04 | 95.69 | |
| B3DF SMCMethod Class=Filter-based, Classifier=NN classifier2026.04 | 95.58 | |
| MixSHMMMethod Class=Model-based, Classifier=SVM2026.04 | 95.37 | |
| FDTMethod Class=Optical-flow-based, Classifier=SVM2026.04 | 95.31 | |
| DBRFMethod Class=Local-feature-based, Classifier=NN classifier2026.04 | 95.18 | |
| VLBPMethod Class=Local-feature-based, Classifier=NN classifier2026.04 | 94.98 | |
| OTDLMethod Class=Learning-based, Classifier=SVM2026.04 | 94.7 | |
| STLSMethod Class=Geometry-based, Classifier=SVM2026.04 | 94.5 | |
| SOE-NetMethod Class=Learning-based, Classifier=deep learning model2026.04 | 94.4 | |
| LBP-TOPMethod Class=Local-feature-based, Classifier=NN classifier2026.04 | 94.05 | |
| DNGPMethod Class=Filter-based, Classifier=SVM2026.04 | 93.8 | |
| EKDLMethod Class=Learning-based, Classifier=SVM2026.04 | 93.4 | |
| PI-LBPMethod Class=Learning-based, Classifier=NN classifier2026.04 | 92.4 | |
| JVDLMethod Class=Model-based, Classifier=SVM2026.04 | 91.8 | |
| DFSMethod Class=Geometry-based, Classifier=SVM2026.04 | 91.7 | |
| CVLBCMethod Class=Local-feature-based, Classifier=NN classifier2026.04 | 91.31 | |
| DL-PEGASOSMethod Class=Learning-based, Classifier=SVM2026.04 | 63.7 |