Browse > Computer Vision > Scene Parsing > Scene Graph Generation

Scene Graph Generation

8 papers with code · Computer Vision
Subtask of Scene Parsing

State-of-the-art leaderboards

Greatest papers with code

Graph R-CNN for Scene Graph Generation

ECCV 2018 jwyang/graph-rcnn.pytorch

We propose a novel scene graph generation model called Graph R-CNN, that is both effective and efficient at detecting objects and their relations in images.

SCENE GRAPH GENERATION

Scene Graph Generation from Objects, Phrases and Region Captions

ICCV 2017 yikang-li/MSDN

Object detection, scene graph generation and region captioning, which are three scene understanding tasks at different semantic levels, are tied together: scene graphs are generated on top of objects detected in an image with their pairwise relationship predicted, while region captioning gives a language description of the objects, their attributes, relations, and other context information.

OBJECT DETECTION SCENE GRAPH GENERATION SCENE UNDERSTANDING

Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation

ECCV 2018 yikang-li/FactorizableNet

Generating scene graph to describe all the relations inside an image gains increasing interests these years.

SCENE GRAPH GENERATION

Scene Graph Generation by Iterative Message Passing

CVPR 2017 shikorab/SceneGraph

In this work, we explicitly model the objects and their relationships using scene graphs, a visually-grounded graphical structure of an image.

SCENE GRAPH GENERATION

Knowledge-Embedded Routing Network for Scene Graph Generation

CVPR 2019 yuweihao/KERN

More specifically, we show that the statistical correlations between objects appearing in images and their relationships, can be explicitly represented by a structured knowledge graph, and a routing mechanism is learned to propagate messages through the graph to explore their interactions.

SCENE GRAPH GENERATION

The Limited Multi-Label Projection Layer

20 Jun 2019locuslab/lml

We propose the Limited Multi-Label (LML) projection layer as a new primitive operation for end-to-end learning systems.

SCENE GRAPH GENERATION

Visual Graphs from Motion (VGfM): Scene understanding with object geometry reasoning

16 Jul 2018paulgay/VGfM

Recent approaches on visual scene understanding attempt to build a scene graph -- a computational representation of objects and their pairwise relationships.

SCENE GRAPH GENERATION SCENE UNDERSTANDING