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Human-Object Interaction Detection

6 papers with code · Computer Vision

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Detecting and Recognizing Human-Object Interactions

CVPR 2018 facebookresearch/detectron

Our hypothesis is that the appearance of a person -- their pose, clothing, action -- is a powerful cue for localizing the objects they are interacting with.

HUMAN-OBJECT INTERACTION DETECTION

The Kinetics Human Action Video Dataset

19 May 2017deepmind/kinetics-i3d

We describe the DeepMind Kinetics human action video dataset.

ACTION CLASSIFICATION HUMAN-OBJECT INTERACTION DETECTION

Temporal Relational Reasoning in Videos

ECCV 2018 metalbubble/TRN-pytorch

Temporal relational reasoning, the ability to link meaningful transformations of objects or entities over time, is a fundamental property of intelligent species.

ACTION RECOGNITION IN VIDEOS ACTIVITY RECOGNITION COMMON SENSE REASONING HUMAN-OBJECT INTERACTION DETECTION RELATIONAL REASONING

Learning Human-Object Interactions by Graph Parsing Neural Networks

ECCV 2018 SiyuanQi/gpnn

For a given scene, GPNN infers a parse graph that includes i) the HOI graph structure represented by an adjacency matrix, and ii) the node labels.

HUMAN-OBJECT INTERACTION DETECTION

Parsing R-CNN for Instance-Level Human Analysis

30 Nov 2018soeaver/Parsing-R-CNN

Models need to distinguish different human instances in the image panel and learn rich features to represent the details of each instance.

HUMAN-OBJECT INTERACTION DETECTION HUMAN PART SEGMENTATION MULTI-HUMAN PARSING POSE ESTIMATION

iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

30 Aug 2018TaiwanRobert/iCAN_for_live_video

Our core idea is that the appearance of a person or an object instance contains informative cues on which relevant parts of an image to attend to for facilitating interaction prediction.

HUMAN-OBJECT INTERACTION DETECTION