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Scene Parsing

20 papers with code · Computer Vision

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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

3
29 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

2
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

818
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

7
01 Jun 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

10
01 Apr 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

9
13 Jan 2019

Synscapes: A Photorealistic Synthetic Dataset for Street Scene Parsing

19 Oct 2018MartinHahner88/FoggySynscapes

We introduce Synscapes -- a synthetic dataset for street scene parsing created using photorealistic rendering techniques, and show state-of-the-art results for training and validation as well as new types of analysis.

STREET SCENE PARSING

10
19 Oct 2018

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

61,134
11 Sep 2018