Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 31

FUSAR-Ship: building a high-resolution SAR-AIS matchup dataset of Gaofen-3 for ship detection and recognition
Hou, Xiyue; Ao, Wei; Song, Qian; Lai, Jian; Wang, Haipeng; Xu, Feng
Sci China Inf Sci, 2020, 63(4): 140303
Keywords: fusar-ship; gaofen-3; sar-ais matchup; automatic target recognition; multi-scale cfar; deep learning
Cite as: Hou X Y, Ao W, Song Q, et al. FUSAR-Ship: building a high-resolution SAR-AIS matchup dataset of Gaofen-3 for ship detection and recognition. Sci China Inf Sci, 2020, 63(4): 140303, doi: 10.1007/s11432-019-2772-5

Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 31

Hybrid first and second order attention Unet for building segmentation in remote sensing images
He, Nanjun; Fang, Leyuan; Plaza, Antonio
Sci China Inf Sci, 2020, 63(4): 140305
Keywords: building segmentation (bs); convolutional neural networks (cnns); remote sensing; high order pooling; attention
Cite as: He N J, Fang L Y, Plaza A, et al. Hybrid first and second order attention Unet for building segmentation in remote sensing images. Sci China Inf Sci, 2020, 63(4): 140305, doi: 10.1007/s11432-019-2791-7

Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 REVIEW Website SpringerLink Google Scholar Cited in SCI: 22

Spatio-temporal fusion for remote sensing data: an overview and new benchmark
Li, Jun; Li, Yunfei; He, Lin; Chen, Jin; Plaza, Antonio
Sci China Inf Sci, 2020, 63(4): 140301
Keywords: spatio-temporal fusion (stf); multi-temporal remote sensing data; benchmark data; experimental validation
Cite as: Li J, Li Y F, He L, et al. Spatio-temporal fusion for remote sensing data: an overview and new benchmark. Sci China Inf Sci, 2020, 63(4): 140301, doi: 10.1007/s11432-019-2785-y

Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 19

A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks
Li, Yunfei; Li, Jun; He, Lin; Chen, Jin; Plaza, Antonio
Sci China Inf Sci, 2020, 63(4): 140302
Keywords: spatio-temporal fusion (stf); convolutional neural networks (cnns); sensor bias-driven stf
Cite as: Li Y F, Li J, He L, et al. A new sensor bias-driven spatio-temporal fusion model based on convolutional neural networks. Sci China Inf Sci, 2020, 63(4): 140302, doi: 10.1007/s11432-019-2805-y

Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 15

Deep-learning-based extraction of the animal migration patterns from weather radar images
Cui, Kai; Hu, Cheng; Wang, Rui; Sui, Yi; Mao, Huafeng; Li, Huayu
Sci China Inf Sci, 2020, 63(4): 140304
Keywords: weather radar; deep learning; aerial animal; migration pattern; chinese weather radar network
Cite as: Cui K, Hu C, Wang R, et al. Deep-learning-based extraction of the animal migration patterns from weather radar images. Sci China Inf Sci, 2020, 63(4): 140304, doi: 10.1007/s11432-019-2800-0

Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 EDITORIAL Website SpringerLink Google Scholar Cited in SCI: 10

Special focus on deep learning in remote sensing image processing
Xu, Feng; Hu, Cheng; Li, Jun; Plaza, Antonio; Datcu, Mihai
Sci China Inf Sci, 2020, 63(4): 140300
Cite as: Xu F, Hu C, Li J, et al. Special focus on deep learning in remote sensing image processing. Sci China Inf Sci, 2020, 63(4): 140300, doi: 10.1007/s11432-020-2810-x

Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 10

Deep feature extraction and motion representation for satellite video scene classification
Gu, Yanfeng; Liu, Huan; Wang, Tengfei; Li, Shengyang; Gao, Guoming
Sci China Inf Sci, 2020, 63(4): 140307
Keywords: satellite videos; classification; convolutional neural network; cnn; long and short term memory; lstm; motion representation
Cite as: Gu Y F, Liu H, Wang T F, et al. Deep feature extraction and motion representation for satellite video scene classification. Sci China Inf Sci, 2020, 63(4): 140307, doi: 10.1007/s11432-019-2784-4

通信 雷达技术与遥感图像处理 REVIEW Website SpringerLink Google Scholar Cited in SCI: 9

Multimodal hyperspectral remote sensing: an overview and perspective
Gu, Yanfeng; Liu, Tianzhu; Gao, Guoming; Ren, Guangbo; Ma, Yi; Chanussot, Jocelyn; Jia, Xiuping
Sci China Inf Sci, 2021, 64(2): 121301
Keywords: hyperspectral image processing; multitemporal hyperspectral imaging; hyperspectral video imaging; hyperspectral stereo imaging; multimodal hyperspectral remote sensing imaging
Cite as: Gu Y F, Liu T Z, Gao G M, et al. Multimodal hyperspectral remote sensing: an overview and perspective. Sci China Inf Sci, 2021, 64(2): 121301, doi: 10.1007/s11432-020-3084-1

Special Focus on Deep Learning in Remote Sensing Image Processing
通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 7

Cascade conditional generative adversarial nets for spatial-spectral hyperspectral sample generation
Liu, Xiaobo; Qiao, Yulin; Xiong, Yonghua; Cai, Zhihua; Liu, Peng
Sci China Inf Sci, 2020, 63(4): 140306
Keywords: hyperspectral image; sample generation; generative adversarial network; gan; deep learning; spatial-spectral information
Cite as: Liu X B, Qiao Y L, Xiong Y H, et al. Cascade conditional generative adversarial nets for spatial-spectral hyperspectral sample generation. Sci China Inf Sci, 2020, 63(4): 140306, doi: 10.1007/s11432-019-2798-9

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 3

Comprehensive analysis of polarimetric radar cross-section parameters for insect body width and length estimation
Li, Weidong; Hu, Cheng; Wang, Rui; Kong, Shaoyang; Zhang, Fan
Sci China Inf Sci, 2021, 64(2): 122302
Keywords: insect; entomological radar; polarimetric rcs parameters; body width estimation; body length estimation
Cite as: Li W D, Hu C, Wang R, et al. Comprehensive analysis of polarimetric radar cross-section parameters for insect body width and length estimation. Sci China Inf Sci, 2021, 64(2): 122302, doi: 10.1007/s11432-020-3010-6

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Cited in SCI: 2

Equivalent point estimation for small target groups tracking based on maximum group likelihood estimation
Zhou, Chao; Wang, Rui; Hu, Cheng
Sci China Inf Sci, 2020, 63(8): 189302
Keywords: group tracking; equivalent point; maximum likelihood estimation; structure information; dynamic countour
Cite as: Zhou C, Wang R, Hu C. Equivalent point estimation for small target groups tracking based on maximum group likelihood estimation. Sci China Inf Sci, 2020, 63(8): 189302, doi: 10.1007/s11432-019-1518-x

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Cited in SCI: 2

Wald tests for signal detection when uncertainty exists in a target's spatial-temporal steering vector
Liu, Weijian; Li, Jingjing; Wang, Pengxun; Zha, Xiufeng; Wang, Yong-Liang
Sci China Inf Sci, 2020, 63(8): 189304
Keywords: adaptive detection; generalized direction detection; multichannel signal detection; wald test; signal mismatch
Cite as: Liu W J, Li J J, Wang P X, et al. Wald tests for signal detection when uncertainty exists in a target's spatial-temporal steering vector. Sci China Inf Sci, 2020, 63(8): 189304, doi: 10.1007/s11432-019-2641-2

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Supplementary Cited in SCI: 2

Keywords: synthetic aperture radar; generative adversarial network; gan; image translation; cascaded residual connection; frechet inception distance
Cite as: Fu S L, Xu F, Jin Y-Q. Reciprocal translation between SAR and optical remote sensing images with cascaded-residual adversarial networks. Sci China Inf Sci, 2021, 64(2): 122301, doi: 10.1007/s11432-020-3077-5

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 2

Extended scintillation phase gradient autofocus in future spaceborne P-band SAR mission
Ji, Yifei; Dong, Zhen; Zhang, Yongsheng; Zhang, Qilei; Yao, Baidong
Sci China Inf Sci, 2021, 64(11): 212303
Keywords: synthetic aperture radar; sar; ionospheric scintillation; scintillation phase error; spe; extended scintillation phase gradient autofocus; espga; spaceborne p-band sar
Cite as: Ji Y F, Dong Z, Zhang Y S, et al. Extended scintillation phase gradient autofocus in future spaceborne P-band SAR mission. Sci China Inf Sci, 2021, 64(11): 212303, doi: 10.1007/s11432-019-2797-4

通信 雷达技术与遥感图像处理 NEWS & VIEWS Website SpringerLink Google Scholar Cited in SCI: 2

Multistatic ground-based differential interferometric MIMO radar for 3D deformation measurement
Hu, Cheng; Deng, Yunkai; Tian, Weiming
Sci China Inf Sci, 2021, 64(12): 227301
Keywords: gb-mimo radar; 3-d deformation measurement; multi-static radar system; differential interferometry; gb-sar
Cite as: Hu C, Deng Y K, Tian W M. Multistatic ground-based differential interferometric MIMO radar for 3D deformation measurement. Sci China Inf Sci, 2021, 64(12): 227301, doi: 10.1007/s11432-021-3352-y

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 2

Collaborative representation with background purification and saliency weight for hyperspectral anomaly detection
Hou, Zengfu; Li, Wei; Tao, Ran; Ma, Pengge; Shi, Weihua
Sci China Inf Sci, 2022, 65(1): 112305
Keywords: hyperspectral; anomaly detection; background purification; collaborative representation; saliency weight
Cite as: Hou Z F, Li W, Tao R, et al. Collaborative representation with background purification and saliency weight for hyperspectral anomaly detection. Sci China Inf Sci, 2022, 65(1): 112305, doi: 10.1007/s11432-020-2915-2

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Extraction of a target in sea clutter via signal decomposition
Shao, Zhiyu; He, Jiangheng; Feng, Shunshan
Sci China Inf Sci, 2020, 63(2): 129301
Keywords: sea clutter; signal decomposition; morphological component analysis; fractional fourier transform; short-time fourier transform
Cite as: Shao Z Y, He J H, Feng S S. Extraction of a target in sea clutter via signal decomposition. Sci China Inf Sci, 2020, 63(2): 129301, doi: 10.1007/s11432-018-9859-4

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Cited in SCI: 1

Joint SAR imaging and wireless communication using the FBMC chirp waveform
Zhu, Kehong; Wang, Jie; Liang, Xingdong; Chen, Longyong; Li, Yanlei; Bu, Xiangxi; Wu, Yirong
Sci China Inf Sci, 2020, 63(4): 149302
Keywords: joint synthetic aperture radar; sar; filter bank multi-carrier; fbmc; orthogonal frequency division multiplexing; ofdm; chirp signal; channel estimation
Cite as: Zhu K H, Wang J, Liang X D, et al. Joint SAR imaging and wireless communication using the FBMC chirp waveform. Sci China Inf Sci, 2020, 63(4): 149302, doi: 10.1007/s11432-018-9830-1

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

An improved iterative thresholding algorithm for L1-norm regularization based sparse SAR imaging
Bi, Hui; Li, Yong; Zhu, Daiyin; Bi, Guoan; Zhang, Bingchen; Hong, Wen; Wu, Yirong
Sci China Inf Sci, 2020, 63(11): 219301
Keywords: synthetic aperture radar; sparse microwave imaging; sar imaging; radar imaging; sparse signal processing
Cite as: Bi H, Li Y, Zhu D Y, et al. An improved iterative thresholding algorithm for L1-norm regularization based sparse SAR imaging. Sci China Inf Sci, 2020, 63(11): 219301, doi: 10.1007/s11432-020-2994-4

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Accurate scattering centers modeling for complex conducting targets based on induced currents
Xiao, Guangliang; Guo, Kunyi; Wu, Biyi; Sheng, Xinqing
Sci China Inf Sci, 2021, 64(2): 129303
Keywords: scattering center model; induced currents; complex target; time-frequency representation; tfr; parameter estimation
Cite as: Xiao G L, Guo K Y, Wu B Y, et al. Accurate scattering centers modeling for complex conducting targets based on induced currents. Sci China Inf Sci, 2021, 64(2): 129303, doi: 10.1007/s11432-019-2746-4

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 1

Estimation of vector miss distance for complex objects based on scattering center model
Wu, Jie; Guo, Kunyi; Wu, Biyi; Sheng, Xinqing
Sci China Inf Sci, 2021, 64(4): 149301
Keywords: vector miss distance; scattering center model; distributed scattering center; sliding scattering center; motion parameters estimation
Cite as: Wu J, Guo K Y, Wu B Y, et al. Estimation of vector miss distance for complex objects based on scattering center model. Sci China Inf Sci, 2021, 64(4): 149301, doi: 10.1007/s11432-019-2755-3

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Cited in SCI: 1

Suppression of dense false target jamming for stepped frequency radar in slow time domain
Zeng, Li; Zhang, Zhaojian; Wang, Yong-Liang; Liu, Weijian; Chen, Hui; Zhou, Bilei
Sci China Inf Sci, 2022, 65(3): 139301
Keywords: stepped frequency; dense false target jamming; coherent accumulation; slow time domain; matched filtering
Cite as: Zeng L, Zhang Z J, Wang Y-L, et al. Suppression of dense false target jamming for stepped frequency radar in slow time domain. Sci China Inf Sci, 2022, 65(3): 139301, doi: 10.1007/s11432-020-3229-4

通信 雷达技术与遥感图像处理 MOOP Website SpringerLink Google Scholar Homepage Cited in SCI: 0

A 77 GHz FMCW MIMO radar system based on 65nm CMOS cascadable 2T3R transceiver
Ma, Taikun; Chen, Zipeng; Wu, Jianxi; Zheng, Wei; Wang, Shufu; Qi, Nan; Lin, Min; Chi, Baoyong
Sci China Inf Sci, 2021, 64(1): 114301
Keywords: millimeter-wave radar; frequency modulated continue-wave; fmcw; mimo; capon beamformer; series-fed patch antenna
Cite as: Ma T K, Chen Z P, Wu J X, et al. A 77 GHz FMCW MIMO radar system based on 65nm CMOS cascadable 2T3R transceiver. Sci China Inf Sci, 2021, 64(1): 114301, doi: 10.1007/s11432-019-1511-5

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Off-grid correction for improving scatterer localization performance in compressive sampling SAR tomography
Zhu, Xiaoxiang; Yu, Anxi; Dong, Zhen; Wu, Manqing; Liu, Qi
Sci China Inf Sci, 2021, 64(2): 129302
Keywords: synthetic aperture radar tomography; sar tomography; scatterer detection; compressive sensing; off-grid; non-linear least squares; nls
Cite as: Zhu X X, Yu A X, Dong Z, et al. Off-grid correction for improving scatterer localization performance in compressive sampling SAR tomography. Sci China Inf Sci, 2021, 64(2): 129302, doi: 10.1007/s11432-020-2926-7

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Cited in SCI: 0

SAR image change detection method based on PPNN
Nie, Guoli; Liao, Guisheng; Zeng, Cao
Sci China Inf Sci, 2021, 64(8): 189304
Keywords: sar image change detection; multi-feature; probabilistic neural network; parallel probabilistic neural network
Cite as: Nie G L, Liao G S, Zeng C. SAR image change detection method based on PPNN. Sci China Inf Sci, 2021, 64(8): 189304, doi: 10.1007/s11432-019-2865-5

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Localization deception performance of FDA signals under passive bi-satellite reconnaissance
Guan, Haoliang; Zhang, Shunsheng; Wang, Wen-Qin
Sci China Inf Sci, 2021, 64(9): 192305
Keywords: localization deception; passive bi-satellite reconnaissance; frequency diverse array; fda; cramer-rao bound; crb; time difference of arrival; tdoa; frequency difference of arrival; fdoa
Cite as: Guan H L, Zhang S S, Wang W-Q. Localization deception performance of FDA signals under passive bi-satellite reconnaissance. Sci China Inf Sci, 2021, 64(9): 192305, doi: 10.1007/s11432-019-2773-1

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Cited in SCI: 0

Two dimensional sparse signal reconstruction via 2D inverse-free sparse Bayesian learning
Zhang, Shuanghui; Liu, Yongxiang; Li, Xiang
Sci China Inf Sci, 2021, 64(11): 219303
Keywords: compressive sensing; 2d sparse signal recovery; ssr; sparse bayesian learning; inverse synthetic aperture radar imaging; isar; expectation-maximization; em
Cite as: Zhang S H, Liu Y X, Li X. Two dimensional sparse signal reconstruction via 2D inverse-free sparse Bayesian learning. Sci China Inf Sci, 2021, 64(11): 219303, doi: 10.1007/s11432-020-3051-9

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

L-distribution for multilook polarimetric SAR data and its application in ship detection
Liu, Tao; Tang, Tao; Yang, Ziyuan; Jiang, Yanni; Gao, Sheng; Cheng, Guangquan
Sci China Inf Sci, 2021, 64(12): 222304
Keywords: generalized gamma distribution; l-distribution; polarimetric sar; ship detection; optimal polarization detector; opd; multilook polarimetric whitening filter; mpwf
Cite as: Liu T, Tang T, Yang Z Y, et al. L-distribution for multilook polarimetric SAR data and its application in ship detection. Sci China Inf Sci, 2021, 64(12): 222304, doi: 10.1007/s11432-019-2779-8

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Tomographic SAR imaging with large elevation aperture: a P-band small UAV demonstration
Zeng, Tao; Liu, Minkun; Wang, Yan; Ding, Zegang; Li, Linghao; Wang, Zhen; Wei, Yangkai; Wang, Jianping
Sci China Inf Sci, 2022, 65(3): 132303
Keywords: uav sar tomography; large elevation aperture; super-resolution; p-band
Cite as: Zeng T, Liu M K, Wang Y, et al. Tomographic SAR imaging with large elevation aperture: a P-band small UAV demonstration. Sci China Inf Sci, 2022, 65(3): 132303, doi: 10.1007/s11432-021-3391-2

通信 雷达技术与遥感图像处理 RESEARCH PAPER Website SpringerLink Google Scholar Cited in SCI: 0

Range-angle-dependent beamforming for FDA-MIMO radar using oblique projection
Lan, Lan; Liao, Guisheng; Xu, Jingwei; Zhu, Shengqi; Zhang, Yuhong
Sci China Inf Sci, 2022, 65(5): 152305
Keywords: fda-mimo radar; range-angle-dependent beamforming; weight vector orthogonal decomposition; oblique projection; interference mitigation
Cite as: Lan L, Liao G S, Xu J W, et al. Range-angle-dependent beamforming for FDA-MIMO radar using oblique projection. Sci China Inf Sci, 2022, 65(5): 152305, doi: 10.1007/s11432-020-3250-7

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Supplementary Cited in SCI: 0

Constant modulus sequence set design with low weighted integrated sidelobe level in spectrally crowded environments
Bu, Yi; Qiu, Hui; Fan, Tao; Yu, Xianxiang; Cui, Guolong; Kong, Lingjiang
Sci China Inf Sci, 2022, 65(5): 159303
Keywords: weighted integrated sidelobe level; finite alphabet case; inexact alternating direction penalty method; spectral congestion; constant modulus sequence set
Cite as: Bu Y, Qiu H, Fan T, et al. Constant modulus sequence set design with low weighted integrated sidelobe level in spectrally crowded environments. Sci China Inf Sci, 2022, 65(5): 159303, doi: 10.1007/s11432-020-3249-1

通信 雷达技术与遥感图像处理 LETTER Website SpringerLink Google Scholar Supplementary

Automatic target recognition combining angular diversity and time diversity for multistatic passive radar
Cao X M, Yi J X, Gong Z P, et al
Sci China Inf Sci, 2022, 65(7): 179303
Keywords: automatic target recognition; angular diversity; multistatic passive radar; radar cross section; time diversity
Cite as: Cao X M, Yi J X, Gong Z P, et al. Automatic target recognition combining angular diversity and time diversity for multistatic passive radar. Sci China Inf Sci, 2022, 65(7): 179303, doi: 10.1007/s11432-021-3422-6