Human-Object Interaction Concept Discovery

3 papers with code • 1 benchmarks • 1 datasets

Discovering the reasonable HOI concepts/categories from known categories and their instances. Actually, it is also a matrix (verb-object matrix) complementation problem.


Most implemented papers

Affordance Transfer Learning for Human-Object Interaction Detection

zhihou7/HOI-CL CVPR 2021

The proposed method can thus be used to 1) improve the performance of HOI detection, especially for the HOIs with unseen objects; and 2) infer the affordances of novel objects.

Discovering Human-Object Interaction Concepts via Self-Compositional Learning

zhihou7/HOI-CL 27 Mar 2022

Therefore, the proposed method enables the learning on both known and unknown HOI concepts.

QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information

hitachi-rd-cv/qpic CVPR 2021

We propose a simple, intuitive yet powerful method for human-object interaction (HOI) detection.