PPDM: Parallel Point Detection and Matching for Real-Time Human-Object Interaction Detection

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 479 - 487
• Main Authors: Liao, Yue, Liu, Si, Wang, Fei, Chen, Yanjie, Qian, Chen, Feng, Jiashi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2020
• Subjects: Feature extraction; Heating systems; Object detection; Proposals; Real-time systems; Task analysis; Visualization

We propose a single-stage Human-Object Interaction (HOI) detection method that has outperformed all existing methods on HICO-DET dataset at 37 fps on a single Titan XP GPU. It is the first real-time HOI detection method. Conventional HOI detection methods are composed of two stages, i.e., human-obje...