Browse > Computer Vision > Scene Parsing > Scene Graph Generation

Scene Graph Generation

8 papers with code · Computer Vision
Subtask of Scene Parsing

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Latest papers with code

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.

GRAPH GENERATION SCENE GRAPH GENERATION

32
20 Jun 2019

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.

GRAPH GENERATION SCENE GRAPH GENERATION

41
08 Mar 2019

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.

GRAPH GENERATION SCENE GRAPH GENERATION

350
01 Aug 2018

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.

GRAPH GENERATION SCENE GRAPH GENERATION SCENE UNDERSTANDING

5
16 Jul 2018

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.

GRAPH GENERATION SCENE GRAPH GENERATION

134
29 Jun 2018

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.

GRAPH GENERATION OBJECT DETECTION SCENE GRAPH GENERATION SCENE UNDERSTANDING

159
31 Jul 2017

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.

GRAPH GENERATION SCENE GRAPH GENERATION

42
10 Jan 2017