Papers with Code · CC BY-SA 4.0

2D Semantic Segmentation

611 평가 기록 115 datasets

논문

DeepIndices: Remote Sensing Indices Based on Approximation of Functions through Deep-Learning, Application to Uncalibrated Vegetation Images

2021-06-11 이 페이지의 평가 11건

mIoU: 82.19

Masked-attention Mask Transformer for Universal Image Segmentation

2112.01527 2021-12-02 이 페이지의 평가 2건

mIoU: 47.85

SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks

2401.15741 2024-01-28 이 페이지의 평가 2건

mIoU: 84.62

(0,2) hybrid models

1712.04976 2018-07-24 이 페이지의 평가 1건

1:3 Accuracy: dd

A modular U-Net for automated segmentation of X-ray tomography images in composite materials

2107.07468 2021-07-15 이 페이지의 평가 1건

Jaccard (Mean): 87

Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave Radar

2307.07102 2023-07-14 이 페이지의 평가 1건

mIoU: 79.6

BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images

2105.07364 2021-05-16 이 페이지의 평가 1건

Weighted Average F1-score: 0.806

Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion

2004.05525 2020-04-12 이 페이지의 평가 1건

Weighted Average F1-score: 0.741

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model

2404.03425 2024-04-04 이 페이지의 평가 1건

Weighted Average F1-score: 0.8141Localization F1-score: 0.8141Classification F1-score: 0.7884

Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery

2010.14014 2020-10-27 이 페이지의 평가 1건

Weighted Average F1-score: 0.804

Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labels

2022-02-08 이 페이지의 평가 1건

Average IOU: 0.84

Rethinking Atrous Convolution for Semantic Image Segmentation

1706.05587 2017-06-17 이 페이지의 평가 1건

mIoU: 43.37mIoU (Temporal DA) : 43.95mIoU (Env DA): 36.12

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

2105.15203 2021-05-31 이 페이지의 평가 1건

mIoU: 40.83

Semantic Segmentation with High Inference Speed in Off-Road Environments

2023-04-10 이 페이지의 평가 1건

Mean IoU (class): 77.9

SWRNet: A Deep Learning Approach for Small Surface Water Area Recognition Onboard Satellite

2023-10-27 이 페이지의 평가 1건

Category mIoU: 0.789GMac: 10.69MParams: 1.95

Unified Perceptual Parsing for Scene Understanding

1807.10221 2018-07-26 이 페이지의 평가 1건

mIoU: 47.30

Utilizing Neural Networks for Semantic Segmentation on RGB/LiDAR Fused Data for Off-road Autonomous Military Vehicle Perception

2023-04-10 이 페이지의 평가 1건

Mean IoU (class): 35.882

xBD: A Dataset for Assessing Building Damage from Satellite Imagery

1911.09296 2019-11-21 이 페이지의 평가 1건

Weighted Average F1-score: 0.265