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Scene Parsing

12 papers with code · Computer Vision

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Latest papers with code

Scene Parsing via Integrated Classification Model and Variance-Based Regularization

CVPR 2019 shihengcan/ICM-matcaffe

On the one hand, the integrated classification model contains multiple classifiers, not only the general classifier but also a refinement classifier to distinguish the confusing categories.

SCENE PARSING

2
01 Jun 2019

Auto-Retoucher(ART) - A framework for Background Replacement and Image Editing

13 Jan 2019woshiyyya/Auto-Retoucher-pytorch

Replacing the background and simultaneously adjusting foreground objects is a challenging task in image editing.

SCENE PARSING

4
13 Jan 2019

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction

NeurIPS 2018 tensorflow/models

Recent progress has demonstrated that such meta-learning methods may exceed scalable human-invented architectures on image classification tasks.

 SOTA for Semantic Segmentation on Cityscapes (using extra training data)

IMAGE CLASSIFICATION META-LEARNING SEMANTIC SEGMENTATION STREET SCENE PARSING

54,150
11 Sep 2018

OCNet: Object Context Network for Scene Parsing

4 Sep 2018PkuRainBow/OCNet

Motivated by that the label of a pixel is the category of the object that the pixel belongs to, we introduce an \emph{object context pooling (OCP)} scheme, which represents each pixel by exploiting the set of pixels that belong to the same object category with such a pixel, and we call the set of pixels as object context.

SCENE PARSING SEMANTIC SEGMENTATION

463
04 Sep 2018

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image

ECCV 2018 thusiyuan/holistic_scene_parsing

We propose a computational framework to jointly parse a single RGB image and reconstruct a holistic 3D configuration composed by a set of CAD models using a stochastic grammar model.

3D OBJECT DETECTION OBJECT LOCALIZATION SCENE UNDERSTANDING SEMANTIC SEGMENTATION

109
07 Aug 2018

Scene Parsing with Global Context Embedding

ICCV 2017 hfslyc/GCPNet

We present a scene parsing method that utilizes global context information based on both the parametric and non- parametric models.

SCENE PARSING

20
17 Oct 2017

Dual-Glance Model for Deciphering Social Relationships

ICCV 2017 HCPLab-SYSU/SR

Since the beginning of early civilizations, social relationships derived from each individual fundamentally form the basis of social structure in our daily life.

OBJECT DETECTION SCENE UNDERSTANDING VISUAL SOCIAL RELATIONSHIP RECOGNITION

15
02 Aug 2017

Pyramid Scene Parsing Network

CVPR 2017 tensorflow/models

Scene parsing is challenging for unrestricted open vocabulary and diverse scenes.

REAL-TIME SEMANTIC SEGMENTATION SCENE PARSING

54,150
04 Dec 2016