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Real-Time Semantic Segmentation

Semantic Segmentation is a computer vision task that involves assigning a semantic label to each pixel in an image. In Real-Time Semantic Segmentation, the goal is to perform this labeling quickly and accurately in real-time, allowing for the segmentation results to be used for tasks such as object recognition, scene understanding, and autonomous navigation.

( Image credit: TorchSeg )

Papers

Showing 101125 of 145 papers

TitleStatusHype
Efficient Video Semantic Segmentation with Labels Propagation and Refinement0
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml0
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation0
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation0
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolution0
Efficient Semantic Segmentation on Edge Devices0
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation0
Feature Pyramid Encoding Network for Real-time Semantic Segmentation0
Guided Upsampling Network for Real-Time Semantic Segmentation0
Real-Time Semantic Segmentation via Multiply Spatial Fusion Network0
Tamed Warping Network for High-Resolution Semantic Video Segmentation0
AASeg: Attention Aware Network for Real Time Semantic Segmentation0
ICFRNet: Image Complexity Prior Guided Feature Refinement for Real-time Semantic Segmentation0
Visual Localization Using Semantic Segmentation and Depth Prediction0
Spirit Distillation: Precise Real-time Semantic Segmentation of Road Scenes with Insufficient Data0
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes0
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search0
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation0
LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation0
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation0
MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes0
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation0
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds0
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer0
On Efficient Real-Time Semantic Segmentation: A Survey0
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