output
20132025
most citedUNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery

1.3k citations

Showing 2021Show all

8 papers · 1 filter

physics.comp-ph2021★ 22 cited

A Novel Algorithm to Solve for an Underwater Line Source Sound Field Based on Coupled Modes and a Spectral Method

Houwang Tu, Yongxian Wang, Chunmei Yang +4

A high-precision numerical sound field is the basis of underwater target detection, positioning and communication. A line source in a plane is a common type of sound source in comp…

cs.CV2021★ 244 cited

Building extraction with vision transformer

Libo Wang, Shenghui Fang, Rui Li +1

As an important carrier of human productive activities, the extraction of buildings is not only essential for urban dynamic monitoring but also necessary for suburban construction…

physics.comp-ph2021★ 22 cited

A Chebyshev-Tau Spectral Method for Coupled Modes of Underwater Sound Propagation in Range-Dependent Ocean Environments

Houwang Tu, Yongxian Wang, Chunmei Yang +3

The stepwise coupled-mode model is a classic approach for solving range-dependent sound propagation problems. Existing coupled-mode programs have disadvantages such as high computa…

cs.CV2021★ 1.3k cited

UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery

Libo Wang, Rui Li, Ce Zhang +4

Semantic segmentation of remotely sensed urban scene images is required in a wide range of practical applications, such as land cover mapping, urban change detection, environmental…

nlin.PS2021★ 18 cited

A deep learning method for solving high-order nonlinear soliton equation

Shikun Cui, Zhen Wang, Jiaqi Han +1

We propose effective scheme of deep learning method for high-order nonlinear soliton equation and compare the activation function for high-order soliton equation. The neural networ…

eess.SP2021★ 39 cited

Federated Meta Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things Underwater Acoustic Communications

Hao Zhao, Fei Ji, Quansheng Guan +4

Sixth-generation wireless communication (6G) will be an integrated architecture of "space, air, ground and sea". One of the most difficult part of this architecture is the underwat…

cs.CV2021★ 120 cited

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

Yu Shen, Sijie Zhu, Taojiannan Yang +5

Fast and effective responses are required when a natural disaster (e.g., earthquake, hurricane, etc.) strikes. Building damage assessment from satellite imagery is critical before…

physics.ao-ph2021★ 43 cited

Parameterization of nearshore wave breaker index

Chi Zhang, Yuan Li, Yu Cai +4

The performances of phase-averaged parametric nearshore wave transformation models depend significantly on a reliable estimate of the wave breaker index r (the breaker height-to-de…