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Scene Parsing

12 papers with code · Computer Vision

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Greatest papers with code

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

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

Semantic Understanding of Scenes through the ADE20K Dataset

18 Aug 2016CSAILVision/semantic-segmentation-pytorch

Scene parsing, or recognizing and segmenting objects and stuff in an image, is one of the key problems in computer vision.

SCENE PARSING SEMANTIC SEGMENTATION

OCNet: Object Context Network for Scene Parsing

4 Sep 2018PkuRainBow/OCNet.pytorch

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

PSANet: Point-wise Spatial Attention Network for Scene Parsing

ECCV 2018 hszhao/PSANet

We notice information flow in convolutional neural networks is restricted inside local neighborhood regions due to the physical design of convolutional filters, which limits the overall understanding of complex scenes.

SCENE PARSING

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

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

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

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