Name
Title | ||
|---|---|---|
Human object interaction detection using two-direction spatial enhancement and exclusive object prior |
Abstract | ||
|---|---|---|
•One of the significant problems in HOI detection is mis-grouping, which is no interaction human-object pair can be easily mis-grouped and misclassified as an action.•To suppress the no interaction human-object pairs, we propose a spatial enhancement approach to enforce fine-level spatial constraints in two directions between human body parts and object parts.•At inference, we propose a human-object regrouping approach for object- exclusive actions by considering the object-exclusive property of the interactive object, where the target object should not be shared by more than one human. |
Year | DOI | Venue |
|---|---|---|
2022 | 10.1016/j.patcog.2021.108438 | Pattern Recognition |
Keywords | DocType | Volume |
Human-object interaction detection,Two-direction spatial enhancement,Exclusive object prior,Mis-grouped human-object pairs,Non-interactive suppression | Journal | 124 |
ISSN | Citations | PageRank |
0031-3203 | 0 | 0.34 |
References | Authors | |
0 | 2 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Lu Liu | 1 | 3 | 0.74 |
| Robby T. Tan | 2 | 1060 | 61.07 |