output
20072026
most citedRemote Sensing Image Scene Classification: Benchmark and State of the Art

2.7k citations

Showing 2021Show all

19 papers · 1 filter

cs.IT2021★ 2 cited

Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning

Yi Guo, Fang Fang, Donghong Cai +1

Simultaneous transmitting and reflecting reconfigurable intelligent surfaces (STAR-RISs) has been considered as a promising auxiliary device to enhance the performance of the wirel…

physics.optics2021★ 3 cited

Scattered Image Reconstruction at Near-infrared Based on Spatial Modulation Instability

Yuan Liao, Lin Li, Zhaolu Wang +2

We present a method of near-infrared image reconstruction based on spatial modulation instability in a photorefractive strontium barium niobate crystal. The conditions that lead to…

physics.app-ph2021★ 164 cited

Frequency comb distillation for optical superchannel transmission

Chawaphon Prayoonyong, Andreas Boes, Xingyuan Xu +7

Optical frequency combs can potentially provide an efficient light source for multi-terabit-per-second optical superchannels. However, as the bandwidth of these multi-wavelength li…

cond-mat.quant-gas2021★ 7 cited

One-dimensional purely Lee-Huang-Yang fluids dominated by quantum fluctuations in two-component Bose-Einstein condensates

Xiuye Liu, Jianhua Zeng

Lee-Huang-Yang (LHY) fluids are an exotic quantum matter dominated purely by quantum fluctuations. Recently, the three-dimensional LHY fluids were observed in ultracold atoms exper…

physics.app-ph2021★ 247 cited

Highly tunable broadband RF photonic fractional Hilbert transformer based on a Kerr soliton crystal microcomb source

Mengxi Tan, Xingyuan Xu, David J. Moss

We demonstrate an RF photonic fractional Hilbert transformer based on an integrated Kerr micro-comb source featuring a record low free spectral range of 48.9 GHz, yielding 75 micro…

physics.app-ph2021★ 64 cited

Ultra-high bandwidth fiber-optic data transmission with a single chip source

David J. Moss

We report world record high data transmission over standard optical fiber from a single optical source. We achieve a line rate of 44.2 Terabits per second (Tb/s) employing only the…

eess.SP2021★ 4 cited

Photonic single perceptron at Giga-OP/s speeds with Kerr microcombs for scalable optical neural networks

Mengxi Tan, Xingyuan Xu, David J. Moss

Optical artificial neural networks (ONNs) have significant potential for ultra-high computing speed and energy efficiency. We report a novel approach to ONNs that uses integrated K…

cs.ET2021★ 2 cited

Optical neuromorphic processing at Tera-OP/s speeds based on Kerr soliton crystal microcombs

Mengxi Tan, Xingyuan Xu, David J. Moss

Convolutional neural networks (CNNs), inspired by biological visual cortex systems, are a powerful category of artificial neural networks that can extract the hierarchical features…

astro-ph.IM2021★ 11 cited

Effect of near-field distribution on transmission characteristics of fiber-fed Fabry-Perot etalons

Jun Hao, Liang Tang, Huiqi Ye +6

Fiber-fed etalons are widely employed in advanced interferometric instruments such as gravitational-wave detectors, ultrastable lasers and calibration reference for high-precision…

cs.CV2021★ 126 cited

Reconstructive Sequence-Graph Network for Video Summarization

Bin Zhao, Haopeng Li, Xiaoqiang Lu +1

Exploiting the inner-shot and inter-shot dependencies is essential for key-shot based video summarization. Current approaches mainly devote to modeling the video as a frame sequenc…

nlin.PS2021★ 37 cited

Stable and oscillating solitons of -symmetric couplers with gain and loss in fractional dimension

Liangwei Zeng, Jincheng Shi, Xiaowei Lu +5

Families of coupled solitons of -symmetric physical models with gain and loss in fractional dimension and in settings with and without cross-interactions modulation (…

physics.app-ph2021★ 175 cited

Photonic Microwave and RF Channelizers using Kerr Micro-combs

Mengxi Tan, Xingyuan Xu, David J. Moss

We review recent work on broadband RF channelizers based on integrated optical frequency Kerr micro-combs combined with passive micro-ring resonator filters, with microcombs having…

cs.SD2021★ 24 cited

Audio Description from Image by Modal Translation Network

Hailong Ning, Xiangtao Zheng, Yuan Yuan +1

Audio is the main form for the visually impaired to obtain information. In reality, all kinds of visual data always exist, but audio data does not exist in many cases. In order to…

cs.CV2021★ 29 cited

Bio-Inspired Representation Learning for Visual Attention Prediction

Yuan Yuan, Hailong Ning, Xiaoqiang Lu

Visual Attention Prediction (VAP) is a significant and imperative issue in the field of computer vision. Most of existing VAP methods are based on deep learning. However, they do n…

cs.MM2021★ 56 cited

Semantics-Consistent Representation Learning for Remote Sensing Image-Voice Retrieval

Hailong Ning, Bin Zhao, Yuan Yuan

With the development of earth observation technology, massive amounts of remote sensing (RS) images are acquired. To find useful information from these images, cross-modal RS image…

physics.app-ph2021★ 64 cited

Optical data transmission field trial @ 44Tb/s with a 49GHz Kerr soliton crystal microcomb

Mengxi Tan, Xingyuan Xu, David J. Moss

We report world record high data transmission over standard optical fiber from a single optical source. We achieve a line rate of 44.2 Terabits per second (Tb/s) employing only the…

physics.app-ph2021★ 1 cited

Broadband photonic RF channelizer with a Kerr soliton crystal micro-comb

Mengxi Tan, Xingyuan Xu, David J. Moss

We report a 92 channel RF channelizer based on a 48.9 GHz integrated micro-comb that operates via soliton crystals, together with a passive high-Q ring resonator that acts as a per…

physics.app-ph2021★ 66 cited

Soliton crystal Kerr microcombs for high-speed, scalable optical neural networks at 10 GigaOPs/s

Xingyuan Xu, Mengxi Tan, David J. Moss

Optical artificial neural networks (ONNs) have significant potential for ultra-high computing speed and energy efficiency. We report a new approach to ONNs based on integrated Kerr…

eess.IV2021★ 7 cited

High-throughput fast full-color digital pathology based on Fourier ptychographic microscopy via color transfer

Yuting Gao, Jiurun Chen, Aiye Wang +3

Full-color imaging is significant in digital pathology. Compared with a grayscale image or a pseudo-color image that only contains the contrast information, it can identify and det…