A review of human activity recognition methods
Recognizing human activities from video sequences or still images is a challenging task due
to problems, such as background clutter, partial occlusion, changes in scale, viewpoint …
to problems, such as background clutter, partial occlusion, changes in scale, viewpoint …
Visual affordance and function understanding: A survey
Nowadays, robots are dominating the manufacturing, entertainment, and healthcare
industries. Robot vision aims to equip robots with the capabilities to discover information …
industries. Robot vision aims to equip robots with the capabilities to discover information …
Affordances from human videos as a versatile representation for robotics
Building a robot that can understand and learn to interact by watching humans has inspired
several vision problems. However, despite some successful results on static datasets, it …
several vision problems. However, despite some successful results on static datasets, it …
Affordance diffusion: Synthesizing hand-object interactions
Recent successes in image synthesis are powered by large-scale diffusion models.
However, most methods are currently limited to either text-or image-conditioned generation …
However, most methods are currently limited to either text-or image-conditioned generation …
Resolving 3D human pose ambiguities with 3D scene constraints
To understand and analyze human behavior, we need to capture humans moving in, and
interacting with, the world. Most existing methods perform 3D human pose estimation …
interacting with, the world. Most existing methods perform 3D human pose estimation …
Where2act: From pixels to actions for articulated 3d objects
One of the fundamental goals of visual perception is to allow agents to meaningfully interact
with their environment. In this paper, we take a step towards that long-term goal--we extract …
with their environment. In this paper, we take a step towards that long-term goal--we extract …
Human poseitioning system (hps): 3d human pose estimation and self-localization in large scenes from body-mounted sensors
Abstract We introduce (HPS) Human POSEitioning System, a method to recover the full 3D
pose of a human registered with a 3D scan of the surrounding environment using wearable …
pose of a human registered with a 3D scan of the surrounding environment using wearable …
Putting people in their place: Affordance-aware human insertion into scenes
We study the problem of inferring scene affordances by presenting a method for realistically
inserting people into scenes. Given a scene image with a marked region and an image of a …
inserting people into scenes. Given a scene image with a marked region and an image of a …
Affordance transfer learning for human-object interaction detection
Abstract Reasoning the human-object interactions (HOI) is essential for deeper scene
understanding, while object affordances (or functionalities) are of great importance for …
understanding, while object affordances (or functionalities) are of great importance for …
Perceiving 3d human-object spatial arrangements from a single image in the wild
We present a method that infers spatial arrangements and shapes of humans and objects in
a globally consistent 3D scene, all from a single image in-the-wild captured in an …
a globally consistent 3D scene, all from a single image in-the-wild captured in an …