A comprehensive survey of vision-based human action recognition methods
Although widely used in many applications, accurate and efficient human action recognition
remains a challenging area of research in the field of computer vision. Most recent surveys …
remains a challenging area of research in the field of computer vision. Most recent surveys …
A comprehensive survey of scene graphs: Generation and application
Scene graph is a structured representation of a scene that can clearly express the objects,
attributes, and relationships between objects in the scene. As computer vision technology …
attributes, and relationships between objects in the scene. As computer vision technology …
Alphapose: Whole-body regional multi-person pose estimation and tracking in real-time
Accurate whole-body multi-person pose estimation and tracking is an important yet
challenging topic in computer vision. To capture the subtle actions of humans for complex …
challenging topic in computer vision. To capture the subtle actions of humans for complex …
Hotr: End-to-end human-object interaction detection with transformers
Abstract Human-Object Interaction (HOI) detection is a task of identifying" a set of
interactions" in an image, which involves the i) localization of the subject (ie, humans) and …
interactions" in an image, which involves the i) localization of the subject (ie, humans) and …
Panoptic scene graph generation
Existing research addresses scene graph generation (SGG)—a critical technology for scene
understanding in images—from a detection perspective, ie., objects are detected using …
understanding in images—from a detection perspective, ie., objects are detected using …
End-to-end human object interaction detection with hoi transformer
We propose HOI Transformer to tackle human object interaction (HOI) detection in an end-to-
end manner. Current approaches either decouple HOI task into separated stages of object …
end manner. Current approaches either decouple HOI task into separated stages of object …
Gen-vlkt: Simplify association and enhance interaction understanding for hoi detection
Abstract The task of Human-Object Interaction (HOI) detection could be divided into two core
problems, ie, human-object association and interaction understanding. In this paper, we …
problems, ie, human-object association and interaction understanding. In this paper, we …
Qpic: Query-based pairwise human-object interaction detection with image-wide contextual information
We propose a simple, intuitive yet powerful method for human-object interaction (HOI)
detection. HOIs are so diverse in spatial distribution in an image that existing CNN-based …
detection. HOIs are so diverse in spatial distribution in an image that existing CNN-based …
Mining the benefits of two-stage and one-stage hoi detection
Two-stage methods have dominated Human-Object Interaction~(HOI) detection for several
years. Recently, one-stage HOI detection methods have become popular. In this paper, we …
years. Recently, one-stage HOI detection methods have become popular. In this paper, we …
Reconstructing hands in 3d with transformers
We present an approach that can reconstruct hands in 3D from monocular input. Our
approach for Hand Mesh Recovery HaMeR follows a fully transformer-based architecture …
approach for Hand Mesh Recovery HaMeR follows a fully transformer-based architecture …