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Scene Parsing

23 papers with code · Computer Vision

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Latest papers with code

Strip Pooling: Rethinking Spatial Pooling for Scene Parsing

30 Mar 2020Andrew-Qibin/SPNet

Spatial pooling has been proven highly effective in capturing long-range contextual information for pixel-wise prediction tasks, such as scene parsing.

SCENE PARSING

42
30 Mar 2020

Learning Generalizable Representations via Diverse Supervision

29 Nov 2019BinahHu/ADE-FewShot

We turn it into a realistic few-shot classification benchmark by splitting the object categories into head and tail based on their distribution in the world.

REPRESENTATION LEARNING SCENE PARSING

4
29 Nov 2019

Cooperative Semantic Segmentation and Image Restoration in Adverse Environmental Conditions

2 Nov 2019xiaweihao/SR-Net

Most state-of-the-art semantic segmentation approaches only achieve high accuracy in good conditions.

IMAGE RESTORATION SCENE PARSING SEMANTIC SEGMENTATION

5
02 Nov 2019

What's There in the Dark

26th IEEE International Conference on Image Processing (ICIP), Taipei, Taiwan 2019 sauradip/night_image_semantic_segmentation

In addition, we used an Adaptive channel reducing the domain gap between synthetic and real night images, which also complements the failures of Real channel output.

AUTONOMOUS DRIVING SCENE PARSING SEMANTIC SEGMENTATION

2
24 Sep 2019

Boosting Real-Time Driving Scene Parsing with Shared Semantics

16 Sep 2019zhenzhenxiang/SemanticsSharing

On the other hand, feature fusion modules are designed to combine different modal of semantic features, which leverage the information from both inputs for better accuracy.

AUTONOMOUS DRIVING SCENE PARSING SEMANTIC SEGMENTATION

4
16 Sep 2019

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

883
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

8
01 Jun 2019

GFF: Gated Fully Fusion for Semantic Segmentation

3 Apr 2019nhatuan84/GFF-Gated-Fully-Fusion-for-Semantic-Segmentation

Semantic segmentation generates comprehensive understanding of scenes through densely predicting the category for each pixel.

SCENE UNDERSTANDING SEMANTIC SEGMENTATION

5
03 Apr 2019

ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data

1 Apr 2019feevos/resuneta

Scene understanding of high resolution aerial images is of great importance for the task of automated monitoring in various remote sensing applications.

SCENE UNDERSTANDING SEMANTIC SEGMENTATION

15
01 Apr 2019