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Scene Parsing

16 papers with code · Computer Vision

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Latest papers with code

SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications

25 Jul 2019PengyiZhang/SlimYOLOv3

Drones or general Unmanned Aerial Vehicles (UAVs), endowed with computer vision function by on-board cameras and embedded systems, have become popular in a wide range of applications.

REAL-TIME OBJECT DETECTION SCENE PARSING

622
25 Jul 2019

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

5
01 Jun 2019

Structured Knowledge Distillation for Semantic Segmentation

CVPR 2019 HRNet/HRNet-Semantic-Segmentation

We further propose to distill the structured knowledge from large networks to small networks, which is motivated by that semantic segmentation is a structured prediction problem.

IMAGE CLASSIFICATION SCENE PARSING SEMANTIC SEGMENTATION STRUCTURED PREDICTION

476
11 Mar 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

6
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.

IMAGE CLASSIFICATION META-LEARNING SEMANTIC SEGMENTATION STREET SCENE PARSING

57,688
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

555
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

127
07 Aug 2018

DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map

CVPR 2018 pengwangucla/DeLS-3D

The uniqueness of our design is a sensor fusion scheme which integrates camera videos, motion sensors (GPS/IMU), and a 3D semantic map in order to achieve robustness and efficiency of the system.

AUTONOMOUS DRIVING POSE ESTIMATION SCENE PARSING SENSOR FUSION

24
13 May 2018

Panoptic Segmentation

CVPR 2019 cocodataset/panopticapi

We propose and study a task we name panoptic segmentation (PS).

#3 best model for Panoptic Segmentation on Cityscapes val (using extra training data)

INSTANCE SEGMENTATION PANOPTIC SEGMENTATION SCENE PARSING SCENE SEGMENTATION

145
03 Jan 2018