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 51–100 of 145 papers

TitleStatusHype
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes—0
Boundary Corrected Multi-scale Fusion Network for Real-time Semantic Segmentation—0
A-Eye: Driving with the Eyes of AI for Corner Case Generation—0
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous DrivingCode1
Rethinking Dilated Convolution for Real-time Semantic SegmentationCode1
Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic SegmentationCode1
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic SegmentationCode1
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic SegmentationCode1
AASeg: Attention Aware Network for Real Time Semantic Segmentation—0
Real Time Egocentric Object Segmentation: THU-READ Labeling and Benchmarking Results—0
CSRNet: Cascaded Selective Resolution Network for Real-time Semantic Segmentation—0
Feature Reuse and Fusion for Real-time Semantic segmentationCode0
Rethinking BiSeNet For Real-time Semantic SegmentationCode1
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and ColonoscopyCode1
A De-raining semantic segmentation network for real-time foreground segmentationCode1
Lite-HRNet: A Lightweight High-Resolution NetworkCode1
Spirit Distillation: Precise Real-time Semantic Segmentation of Road Scenes with Insufficient Data—0
MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation—0
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic SegmentationCode1
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired—0
Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation—0
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road ScenesCode1
DDANet: Dual Decoder Attention Network for Automatic Polyp SegmentationCode1
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic SegmentationCode1
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time SegmentationCode1
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep LearningCode1
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds—0
Real-time Semantic Segmentation with Context Aggregation Network—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformCode1
Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial LearningCode0
Real-time Semantic Segmentation with Fast AttentionCode1
Lookahead Adversarial Learning for Near Real-Time Semantic Segmentation—0
LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation—0
Visual Localization Using Semantic Segmentation and Depth Prediction—0
Real-time Semantic Segmentation via Spatial-detail Guided Context PropagationCode1
Tamed Warping Network for High-Resolution Semantic Video Segmentation—0
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic SegmentationCode2
Temporally Distributed Networks for Fast Video Semantic SegmentationCode1
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation—0
SOLOv2: Dynamic and Fast Instance SegmentationCode2
FarSee-Net: Real-Time Semantic Segmentation by Efficient Multi-scale Context Aggregation and Feature Space Super-resolutionCode0
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving ImagesCode1
Semantic Flow for Fast and Accurate Scene ParsingCode1
Using CNNs For Users Segmentation In Video See-Through Augmented Virtuality—0
Efficient Video Semantic Segmentation with Labels Propagation and Refinement—0
FasterSeg: Searching for Faster Real-time Semantic SegmentationCode0
LiteSeg: A Novel Lightweight ConvNet for Semantic SegmentationCode0
Real-Time Semantic Segmentation via Multiply Spatial Fusion Network—0
Show:102550
← PrevPage 2 of 3Next →

No leaderboard results yet.