SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 145 papers

TitleStatusHype
Real-Time Semantic Segmentation using Hyperspectral Images for Mapping Unstructured and Unknown EnvironmentsCode1
COVERED, CollabOratiVE Robot Environment Dataset for 3D Semantic segmentationCode0
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNNCode1
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search—0
Efficient Semantic Segmentation on Edge Devices—0
Uncertainty in Real-Time Semantic Segmentation on Embedded SystemsCode0
DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation—0
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse WeatherCode0
MFNet: Multi-Feature Fusion Network for Real-Time Semantic Segmentation in Road ScenesCode0
RTFormer: Efficient Design for Real-Time Semantic Segmentation with TransformerCode0
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task ConsistencyCode0
Deep Learning on Home Drone: Searching for the Optimal ArchitectureCode0
SegNeXt: Rethinking Convolutional Attention Design for Semantic SegmentationCode2
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation—0
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation—0
A Real-time Fire Segmentation Method Based on A Deep Learning ApproachCode1
SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic FlowCode2
Entropy-Based Feature Extraction For Real-Time Semantic Segmentation—0
On Efficient Real-Time Semantic Segmentation: A Survey—0
Online Segmentation of LiDAR Sequences: Dataset and AlgorithmCode1
S^2-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic SegmentationCode1
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID ControllersCode2
Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml—0
PP-LiteSeg: A Superior Real-Time Semantic Segmentation ModelCode0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—0
Show:102550
← PrevPage 2 of 6Next →

No leaderboard results yet.