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Scene Parsing

20 papers with code · Computer Vision

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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

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

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

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

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

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

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

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

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