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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 126–145 of 145 papers

TitleStatusHype
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields—0
On the Real-Time Semantic Segmentation of Aphid Clusters in the Wild—0
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation—0
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
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model—0
Background Subtraction with Real-time Semantic Segmentation—0
Random Forest with Learned Representations for Semantic Segmentation—0
Real Time Egocentric Object Segmentation: THU-READ Labeling and Benchmarking Results—0
A-Eye: Driving with the Eyes of AI for Corner Case Generation—0
Using CNNs For Users Segmentation In Video See-Through Augmented Virtuality—0
Real-time Semantic Segmentation with Context Aggregation Network—0
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing—0
ContextFormer: Redefining Efficiency in Semantic Segmentation—0
Cross-CBAM: A Lightweight network for Scene Segmentation—0
Real-Time Semantic Segmentation of Aerial Images Using an Embedded U-Net: A Comparison of CPU, GPU, and FPGA Workflows—0
CSRNet: Cascaded Selective Resolution Network for Real-time Semantic Segmentation—0
Real-time Semantic Segmentation of Crop and Weed for Precision Agriculture Robots Leveraging Background Knowledge in CNNs—0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
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