awesome-scene-understanding

by bertjiazheng

awesome listpushed almost 2 years ago

😎 A list of awesome scene understanding papers.

AI summary

Scene understanding dataset and paper list

A curated collection of papers and datasets for research and development in scene understanding using computer vision techniques.

stars: 731
forks: 93
watching: 48
awesome list: 1
entries: 319

What's in the list

319 links in 15 sections, with live GitHub stats.activeno commit in 2y

Survey

Dataset / Realistic Dataset

Dataset / Synthetic Dataset

Holistic Scene Understanding / Perspective Image

Holistic Scene Understanding / Panoramic Image

Room Layout Estimation / Perspective Image

Room Layout Estimation / Panoramic Image

Floorplan

Floorplan / Floorplan Vectorization

Floorplan / Visual Localization

Primitive / Junction

Manhattan Junction Catalogue for Spatial Reasoning of Indoor Scenes

Primitive / Line Segment and Wireframe

Volumetric Wireframe Parsing from Neural Attraction Fields
📷
code
[ ]
55over 2 years
NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-view Images
📷
[project]
DeepLSD: Line Segment Detection and Refinement with Deep Image Gradients
[Code]
497almost 2 years
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning
Learning to Construct 3D Building Wireframes from 3D Line Clouds
🎲
[Code]
41almost 4 years
HoW-3D: Holistic 3D Wireframe Perception from a Single Image
[Code]
374 years
Semantic Room Wireframe Detection from a Single View
[code]
72over 3 years
Towards Real-time and Light-weight Line Segment Detection
[code]
543over 3 years
Hole-robust Wireframe Detection
Fully Convolutional Line Parsing
[code]
1562 years
ELSD: Efficient Line Segment Detector and Descriptor
SOLD2: Self-supervised Occlusion-aware Line Description and Detection
[code]
549almost 3 years
Line Segment Detection Using Transformers without Edges
[code]
211over 2 years
PlueckerNet: Learn to Register 3D Line Reconstructions
[code]
37over 5 years
LGNN: A Context-aware Line Segment Detector
TP-LSD: Tri-Points Based Line Segment Detector
[code]
143almost 6 years
Deep Hough-Transform Line Priors
[code]
163almost 2 years
Deep Hough Transform for Semantic Line Detection
[code]
345almost 4 years
Holistically-Attracted Wireframe Parsing
[code]
301over 2 years
Learning to Reconstruct 3D Manhattan Wireframes from a Single Image
[code]
702 years
End-to-End Wireframe Parsing
[code]
5082 years
PPGNet: Learning Point-Pair Graph for Line Segment Detection
[code]
1727 years
Learning Attraction Field Representation for Robust Line Segment Detection
[code]
297over 7 years
Novel Single View Constraints for Manhattan 3D Line Reconstruction
Learning to Parse Wireframes in Images of Man-Made Environments
[code]
2184 years
A Novel Linelet-Based Representation for Line Segment Detection
MCMLSD: A Dynamic Programming Approach to Line Segment Detection
Lifting 3D Manhattan Lines from a Single Image
LSD: A Fast Line Segment Detector with a False Detection Control

Primitive / Outdoor Architecture

Primitive / Plane

Vanishing Point

Featured in 1 awesome list

Each link jumps to the spot where the list mentions awesome-scene-understanding.

jbhuang0604/awesome-computer-vision