Search Results for author:
Found 13 papers, 9 papers with code
Primitive-based 3D Human-Object Interaction Modelling and Programming
To explore an effective embedding of HAOI for the machine, we build a new benchmark on 3D HAOI consisting of primitives together with their images and propose a task requiring machines to recover 3D HAOI using primitives from images.
Revisit Human-Scene Interaction via Space Occupancy
Human-scene Interaction (HSI) generation is a challenging task and crucial for various downstream tasks.
Bridging the Gap between Human Motion and Action Semantics via Kinematic Phrases
The goal of motion understanding is to establish a reliable mapping between motion and action semantics, while it is a challenging many-to-many problem.
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding
By aligning the classes of previous datasets to our semantic space, we gather (image/video/skeleton/MoCap) datasets into a unified database in a unified label system, i. e., bridging "isolated islands" into a "Pangea".
Mining Cross-Person Cues for Body-Part Interactiveness Learning in HOI Detection
Though significant progress has been made, interactiveness learning remains a challenging problem in HOI detection: existing methods usually generate redundant negative H-O pair proposals and fail to effectively extract interactive pairs.
Ranked #9 on
Human-Object Interaction Detection
on V-COCO
Interactiveness Field in Human-Object Interactions
Human-Object Interaction (HOI) detection plays a core role in activity understanding.
Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection
To achieve OC-immunity, we propose an OC-immune network that decouples the inputs from OC, extracts OC-immune representations, and leverages uncertainty quantification to generalize to unseen objects.
HAKE: A Knowledge Engine Foundation for Human Activity Understanding
Human activity understanding is of widespread interest in artificial intelligence and spans diverse applications like health care and behavior analysis.
Transferable Interactiveness Knowledge for Human-Object Interaction Detection
Human-Object Interaction (HOI) detection is an important problem to understand how humans interact with objects.
Ranked #28 on
Human-Object Interaction Detection
on V-COCO
HOI Analysis: Integrating and Decomposing Human-Object Interaction
Meanwhile, isolated human and object can also be integrated into coherent HOI again.
Ranked #20 on
Human-Object Interaction Detection
on V-COCO
Detailed 2D-3D Joint Representation for Human-Object Interaction
In light of these, we propose a detailed 2D-3D joint representation learning method.
Ranked #1 on
Human-Object Interaction Detection
on Ambiguious-HOI
PaStaNet: Toward Human Activity Knowledge Engine
In light of this, we propose a new path: infer human part states first and then reason out the activities based on part-level semantics.
Ranked #3 on
Human-Object Interaction Detection
on HICO
HAKE: Human Activity Knowledge Engine
To address these and promote the activity understanding, we build a large-scale Human Activity Knowledge Engine (HAKE) based on the human body part states.
Ranked #2 on
Human-Object Interaction Detection
on HICO
(using extra training data)
