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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 26–50 of 145 papers

TitleStatusHype
DDANet: Dual Decoder Attention Network for Automatic Polyp SegmentationCode1
Real Time Semantic Segmentation of High Resolution Automotive LiDAR ScansCode1
BiSeNet: Bilateral Segmentation Network for Real-time Semantic SegmentationCode1
Reparameterizable Dual-Resolution Network for Real-time Semantic SegmentationCode1
CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic SegmentationCode1
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic SegmentationCode1
Online Segmentation of LiDAR Sequences: Dataset and AlgorithmCode1
Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile RobotsCode1
A De-raining semantic segmentation network for real-time foreground segmentationCode1
Multi-scale Interaction for Real-time LiDAR Data Segmentation on an Embedded PlatformCode1
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNNCode1
A Real-time Fire Segmentation Method Based on A Deep Learning ApproachCode1
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous DrivingCode1
3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic SegmentationCode1
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic SegmentationCode1
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic SegmentationCode1
Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving ImagesCode1
Real-time Semantic Segmentation via Spatial-detail Guided Context PropagationCode1
Lite-HRNet: A Lightweight High-Resolution NetworkCode1
ENet: A Deep Neural Network Architecture for Real-Time Semantic SegmentationCode1
Real-Time Semantic Segmentation using Hyperspectral Images for Mapping Unstructured and Unknown EnvironmentsCode1
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and ColonoscopyCode1
Pyramid Scene Parsing NetworkCode1
Rethinking Dilated Convolution for Real-time Semantic SegmentationCode1
S^2-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic SegmentationCode1
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