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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

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Showing 1–25 of 145 papers

TitleStatusHype
Real Time Semantic Segmentation of High Resolution Automotive LiDAR ScansCode1
Real-Time Semantic Segmentation of Aerial Images Using an Embedded U-Net: A Comparison of CPU, GPU, and FPGA Workflows—0
Golden Cudgel Network for Real-Time Semantic SegmentationCode2
ContextFormer: Redefining Efficiency in Semantic Segmentation—0
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network—0
ICFRNet: Image Complexity Prior Guided Feature Refinement for Real-time Semantic Segmentation—0
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving ScenesCode1
Reparameterizable Dual-Resolution Network for Real-time Semantic SegmentationCode1
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing ImageryCode5
DSNet: A Novel Way to Use Atrous Convolutions in Semantic SegmentationCode2
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields—0
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
SwinMTL: A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera ImagesCode1
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation NetworkCode0
SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time SegmentationCode2
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation—0
Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile RobotsCode1
Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic SegmentationCode1
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic SegmentationCode0
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic SegmentationCode1
Spatial-Assistant Encoder-Decoder Network for Real Time Semantic SegmentationCode1
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing—0
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild—0
Cross-CBAM: A Lightweight network for Scene Segmentation—0
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded SystemsCode1
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