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Tarantino, E.,
A Class-Oriented Strategy for Features Extraction from Multidate ASTER
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RS(1), No. 4, December 2009, pp. 1171-1189.
DOI Link
1203
BibRef
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Harwood, D.[David],
Davis, L.S.[Larry S.],
Vehicle Detection Using Partial Least Squares,
PAMI(33), No. 6, June 2011, pp. 1250-1265.
IEEE DOI
1105
See also Human Detection Using Partial Least Squares Analysis. Aerial images. Color probability maps for image statistics,
histograms of oriented gradients for structure.
BibRef
Xu, Y.,
Yu, G.,
Wu, X.,
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Ma, Y.,
An Enhanced Viola-Jones Vehicle Detection Method From Unmanned Aerial
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ITS(18), No. 7, July 2017, pp. 1845-1856.
IEEE DOI
1706
Detectors, Feature extraction, Object detection, Roads,
Unmanned aerial vehicles, Vehicle detection, Vehicle detection,
Viola-Jones, road orientation, unmanned aerial vehicle, vehicle, tracking
BibRef
Tang, T.[Tianyu],
Zhou, S.L.[Shi-Lin],
Deng, Z.P.[Zhi-Peng],
Lei, L.[Lin],
Zou, H.X.[Huan-Xin],
Arbitrary-Oriented Vehicle Detection in Aerial Imagery with Single
Convolutional Neural Networks,
RS(9), No. 11, 2017, pp. xx-yy.
DOI Link
1712
BibRef
Zhou, H.,
Wei, L.,
Lim, C.P.,
Creighton, D.,
Nahavandi, S.,
Robust Vehicle Detection in Aerial Images Using Bag-of-Words and
Orientation Aware Scanning,
GeoRS(56), No. 12, December 2018, pp. 7074-7085.
IEEE DOI
1812
Automobiles, Satellites, Vehicle detection, Feature extraction,
Image resolution, Unmanned aerial vehicles, Robustness,
vehicle detection
BibRef
Li, Q.,
Mou, L.,
Xu, Q.,
Zhang, Y.,
Zhu, X.X.,
R3-Net: A Deep Network for Multioriented Vehicle Detection in Aerial
Images and Videos,
GeoRS(57), No. 7, July 2019, pp. 5028-5042.
IEEE DOI
1907
Feature extraction, Vehicle detection, Remote sensing, Videos,
Task analysis, Automobiles, Object detection,
vehicle detection
BibRef
Wang, J.[Jie],
Simeonova, S.[Sandra],
Shahbazi, M.[Mozhdeh],
Orientation- and Scale-Invariant Multi-Vehicle Detection and Tracking
from Unmanned Aerial Videos,
RS(11), No. 18, 2019, pp. xx-yy.
DOI Link
1909
BibRef
Shahbazi, M.[Mozhdeh],
Simeonova, S.[Sandra],
Lichti, D.,
Wang, J.[Jie],
Vehicle Tracking and Speed Estimation From Unmanned Aerial Videos,
ISPRS20(B2:623-630).
DOI Link
2012
BibRef
Chen, C.[Chao],
Zhong, J.[Jiandan],
Tan, Y.[Yi],
Multiple-Oriented and Small Object Detection with Convolutional
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DOI Link
1909
BibRef
Mo, N.[Nan],
Yan, L.[Li],
Improved Faster RCNN Based on Feature Amplification and Oversampling
Data Augmentation for Oriented Vehicle Detection in Aerial Images,
RS(12), No. 16, 2020, pp. xx-yy.
DOI Link
2008
BibRef
Xiao, Z.F.[Zhi-Feng],
Qian, L.J.[Lin-Jun],
Shao, W.P.[Wei-Ping],
Tan, X.W.[Xiao-Wei],
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Axis Learning for Orientated Objects Detection in Aerial Images,
RS(12), No. 6, 2020, pp. xx-yy.
DOI Link
2003
Airplanes, bridges, ships, etc.
BibRef
Zhu, Y.X.[Yi-Xing],
Du, J.[Jun],
Wu, X.Q.[Xue-Qing],
Adaptive Period Embedding for Representing Oriented Objects in Aerial
Images,
GeoRS(58), No. 10, October 2020, pp. 7247-7257.
IEEE DOI
2009
Object detection, Detectors, Feature extraction, Task analysis,
Marine vehicles, Image segmentation, Remote sensing, Aerial images,
oriented object detection
BibRef
Fang, Z.Y.[Zhen-Yu],
Ren, J.C.[Jin-Chang],
Sun, H.[He],
Marshall, S.[Stephen],
Han, J.W.[Jun-Wei],
Zhao, H.M.[Hui-Min],
SAFDet: A Semi-Anchor-Free Detector for Effective Detection of
Oriented Objects in Aerial Images,
RS(12), No. 19, 2020, pp. xx-yy.
DOI Link
2010
BibRef
Zhong, B.[Bo],
Ao, K.[Kai],
Single-Stage Rotation-Decoupled Detector for Oriented Object,
RS(12), No. 19, 2020, pp. xx-yy.
DOI Link
2010
BibRef
Li, Y.Y.[Yang-Yang],
Huang, Q.[Qin],
Pei, X.[Xuan],
Jiao, L.C.[Li-Cheng],
Shang, R.H.[Rong-Hua],
RADet: Refine Feature Pyramid Network and Multi-Layer Attention
Network for Arbitrary-Oriented Object Detection of Remote Sensing
Images,
RS(12), No. 3, 2020, pp. xx-yy.
DOI Link
2002
BibRef
Wang, H.R.[Hao-Ran],
Wang, Z.X.[Ze-Xin],
Jia, M.X.[Mei-Xia],
Li, A.J.[Ai-Jin],
Feng, T.[Tuo],
Zhang, W.H.[Wen-Hua],
Jiao, L.C.[Li-Cheng],
Spatial Attention for Multi-Scale Feature Refinement for Object
Detection,
VisDrone19(64-72)
IEEE DOI
2004
feature extraction, object detection, PASCAL VOC datasets,
MS COCO datasets, VisDrone2019 benchmark dataset, SRM, RFEB, Spatial Refinement
BibRef
Zhao, M.,
Ning, K.,
Yu, S.,
Liu, L.,
Wu, N.,
Quantizing Oriented Object Detection Network via Outlier-Aware
Quantization and IoU Approximation,
SPLetters(27), 2020, pp. 1914-1918.
IEEE DOI
2011
Quantization (signal), Signal processing algorithms,
Object detection, Approximation algorithms, Training,
rotated bounding box
BibRef
Xiao, Z.F.[Zhi-Feng],
Wang, K.[Kai],
Wan, Q.[Qiao],
Tan, X.W.[Xiao-Wei],
Xu, C.[Chuan],
Xia, F.F.[Fan-Fan],
A2S-Det: Efficiency Anchor Matching in Aerial Image Oriented Object
Detection,
RS(13), No. 1, 2021, pp. xx-yy.
DOI Link
2101
BibRef
Hou, J.B.[Jie-Bo],
Zhu, X.O.[Xia-Obin],
Yin, X.C.[Xu-Cheng],
Self-Adaptive Aspect Ratio Anchor for Oriented Object Detection in
Remote Sensing Images,
RS(13), No. 7, 2021, pp. xx-yy.
DOI Link
2104
BibRef
Shi, F.R.[Fu-Rong],
Zhang, T.[Tong],
Zhang, T.[Tao],
Orientation-Aware Vehicle Detection in Aerial Images via an
Anchor-Free Object Detection Approach,
GeoRS(59), No. 6, June 2021, pp. 5221-5233.
IEEE DOI
2106
Vehicle detection, Feature extraction, Detectors, Object detection,
Task analysis, Proposals, Remote sensing, Anchor-free,
vehicle detection
BibRef
He, X.[Xu],
Ma, S.P.[Shi-Ping],
He, L.Y.[Lin-Yuan],
Ru, L.[Le],
Wang, C.[Chen],
Multi-Sector Oriented Object Detector for Accurate Localization in
Optical Remote Sensing Images,
RS(13), No. 10, 2021, pp. xx-yy.
DOI Link
2105
BibRef
Wang, J.[Jian],
Yang, L.[Le],
Li, F.[Fan],
Predicting Arbitrary-Oriented Objects as Points in Remote Sensing
Images,
RS(13), No. 18, 2021, pp. xx-yy.
DOI Link
2109
BibRef
Chen, K.[Kean],
Lin, W.Y.[Wei-Yao],
Li, J.G.[Jian-Guo],
See, J.[John],
Wang, J.[Ji],
Zou, J.[Junni],
AP-Loss for Accurate One-Stage Object Detection,
PAMI(43), No. 11, November 2021, pp. 3782-3798.
IEEE DOI
2110
Detectors, Task analysis, Measurement, Optimization,
Object detection, Training, Proposals,
ranking loss
BibRef
Chen, K.[Kean],
Li, J.G.[Jian-Guo],
Lin, W.Y.[Wei-Yao],
See, J.[John],
Wang, J.[Ji],
Duan, L.Y.[Ling-Yu],
Chen, Z.B.[Zhi-Bo],
He, C.W.[Chang-Wei],
Zou, J.[Junni],
Towards Accurate One-Stage Object Detection With AP-Loss,
CVPR19(5114-5122).
IEEE DOI
2002
BibRef
Chen, Z.M.[Zhi-Ming],
Chen, K.[Kean],
Lin, W.Y.[Wei-Yao],
See, J.[John],
Yu, H.[Hui],
Ke, Y.[Yan],
Yang, C.[Cong],
Piou Loss: Towards Accurate Oriented Object Detection in Complex
Environments,
ECCV20(V:195-211).
Springer DOI
2011
BibRef
Zheng, X.W.[Xian-Wei],
Zhang, W.L.[Wan-Ling],
Huan, L.X.[Lin-Xi],
Gong, J.Y.[Jian-Ya],
Zhang, H.Y.[Hong-Yan],
AProNet: Detecting objects with precise orientation from aerial
images,
PandRS(181), 2021, pp. 99-112.
Elsevier DOI
2110
Object detection, Aerial image, Deep learning, Axis projection
BibRef
Wu, F.L.[Fa-Lin],
He, J.Q.[Jia-Qi],
Zhou, G.P.[Guo-Peng],
Li, H.L.[Hao-Lun],
Liu, Y.S.[Yu-Shuang],
Sui, X.H.[Xiao-Hong],
Improved Oriented Object Detection in Remote Sensing Images Based on
a Three-Point Regression Method,
RS(13), No. 22, 2021, pp. xx-yy.
DOI Link
2112
BibRef
Han, J.M.[Jia-Ming],
Ding, J.[Jian],
Li, J.[Jie],
Xia, G.S.[Gui-Song],
Align Deep Features for Oriented Object Detection,
GeoRS(60), 2022, pp. 1-11.
IEEE DOI
2112
Feature extraction, Detectors, Object detection,
Location awareness, Convolution, Task analysis,
object detection
BibRef
Hou, L.P.[Li-Ping],
Lu, K.[Ke],
Xue, J.[Jian],
Refined One-Stage Oriented Object Detection Method for Remote Sensing
Images,
IP(31), 2022, pp. 1545-1558.
IEEE DOI
2202
Object detection, Detectors, Feature extraction, Remote sensing,
Task analysis, Convolution, Shape, Rotated object detection,
area-IoU loss
BibRef
Huang, Z.C.[Zhan-Chao],
Li, W.[Wei],
Xia, X.G.[Xiang-Gen],
Tao, R.[Ran],
A General Gaussian Heatmap Label Assignment for Arbitrary-Oriented
Object Detection,
IP(31), 2022, pp. 1895-1910.
IEEE DOI
2202
Task analysis, Shape, Training, Object detection, Heating systems,
Feature extraction, Convolutional neural networks,
object detection
BibRef
Li, J.X.[Jian-Xiang],
Tian, Y.[Yan],
Xu, Y.P.[Yi-Ping],
Zhang, Z.L.[Zi-Li],
Oriented Object Detection in Remote Sensing Images with Anchor-Free
Oriented Region Proposal Network,
RS(14), No. 5, 2022, pp. xx-yy.
DOI Link
2203
BibRef
Yang, B.[Bo],
Zhang, H.[Hua],
A CFAR Algorithm Based on Monte Carlo Method for Millimeter-Wave
Radar Road Traffic Target Detection,
RS(14), No. 8, 2022, pp. xx-yy.
DOI Link
2205
BibRef
Yang, X.[Xue],
Yan, J.C.[Jun-Chi],
On the Arbitrary-Oriented Object Detection:
Classification Based Approaches Revisited,
IJCV(130), No. 5, May 2022, pp. 1340-1365.
Springer DOI
2205
BibRef
And:
Correction:
IJCV(130), No. 7, July 2022, pp. 1873-1874.
Springer DOI
2207
BibRef
Fisser, H.[Henrik],
Khorsandi, E.[Ehsan],
Wegmann, M.[Martin],
Baier, F.[Frank],
Detecting Moving Trucks on Roads Using Sentinel-2 Data,
RS(14), No. 7, 2022, pp. xx-yy.
DOI Link
2205
BibRef
Wang, P.[Peng],
Niu, Y.X.[Yan-Xiong],
Wang, J.[Jing],
Ma, F.[Fu],
Zhang, C.X.[Chun-Xi],
Arbitrarily Oriented Dense Object Detection Based on Center Point
Network in Remote Sensing Images,
RS(14), No. 7, 2022, pp. xx-yy.
DOI Link
2205
BibRef
Liu, X.[Xulun],
Ma, S.P.[Shi-Ping],
He, L.[Linyuan],
Wang, C.[Chen],
Chen, Z.[Zhe],
Hybrid Network Model: TransConvNet for Oriented Object Detection in
Remote Sensing Images,
RS(14), No. 9, 2022, pp. xx-yy.
DOI Link
2205
BibRef
Zhou, Q.[Qiang],
Yu, C.[Chaohui],
Point RCNN: An Angle-Free Framework for Rotated Object Detection,
RS(14), No. 11, 2022, pp. xx-yy.
DOI Link
2206
BibRef
Guo, Z.H.[Zong-Hao],
Zhang, X.S.[Xiao-Song],
Liu, C.[Chang],
Ji, X.Y.[Xiang-Yang],
Jiao, J.B.[Jian-Bin],
Ye, Q.X.[Qi-Xiang],
Convex-Hull Feature Adaptation for Oriented and Densely Packed Object
Detection,
CirSysVideo(32), No. 8, August 2022, pp. 5252-5265.
IEEE DOI
2208
BibRef
Earlier: A1, A3, A2, A5, A4, A6:
Beyond Bounding-Box:
Convex-hull Feature Adaptation for Oriented and
Densely Packed Object Detection,
CVPR21(8788-8797)
IEEE DOI
2111
Feature extraction, Layout, Detectors, Training, Object detection,
Location awareness, Transformers, Oriented object detection,
polygon detection.
Convolutional codes,
Detectors, Benchmark testing, Feature extraction
BibRef
Zhang, H.Y.[Hong-Yun],
Liu, J.[Jin],
Direction Estimation of Aerial Image Object Based on Neural Network,
RS(14), No. 15, 2022, pp. xx-yy.
DOI Link
2208
BibRef
Cao, D.[Dujuan],
Zhu, C.M.[Chang-Ming],
Hu, X.X.[Xin-Xin],
Zhou, R.[Rigui],
Semantic-Edge-Supervised Single-Stage Detector for Oriented Object
Detection in Remote Sensing Imagery,
RS(14), No. 15, 2022, pp. xx-yy.
DOI Link
2208
BibRef
Zhang, R.[Rui],
Zhang, X.X.[Xin-Xin],
Zheng, Y.C.[Yu-Chao],
Wang, D.[Dahan],
Hua, L.Z.[Li-Zhong],
MSCNet: A Multilevel Stacked Context Network for Oriented Object
Detection in Optical Remote Sensing Images,
RS(14), No. 20, 2022, pp. xx-yy.
DOI Link
2211
BibRef
Lin, P.[Peng],
Wu, X.F.[Xiao-Feng],
Wang, B.[Bin],
Oriented Object Detection Based on Foreground Feature Enhancement in
Remote Sensing Images,
RS(14), No. 24, 2022, pp. xx-yy.
DOI Link
2212
BibRef
Zhao, L.[Ling],
Liu, T.[Tianhua],
Xie, S.[Shuchun],
Huang, H.[Haoze],
Qi, J.[Ji],
OrtDet: An Orientation Robust Detector via Transformer for Object
Detection in Aerial Images,
RS(14), No. 24, 2022, pp. xx-yy.
DOI Link
2212
BibRef
Zhang, L.B.[Lin-Bin],
Leng, X.G.[Xiang-Guang],
Feng, S.[Sijia],
Ma, X.J.[Xiao-Jie],
Ji, K.[Kefeng],
Kuang, G.Y.[Gang-Yao],
Liu, L.[Li],
Azimuth-Aware Discriminative Representation Learning for
Semi-Supervised Few-Shot SAR Vehicle Recognition,
RS(15), No. 2, 2023, pp. xx-yy.
DOI Link
2301
BibRef
Cui, Y.[Yawen],
Xiong, W.[Wuti],
Tavakolian, M.[Mohammad],
Liu, L.[Li],
Semi-Supervised Few-Shot Class-Incremental Learning,
ICIP21(1239-1243)
IEEE DOI
2201
Training, Image processing, Human intelligence, Benchmark testing,
Image classification, Few-shot learning, incremental learning.
BibRef
Ming, Q.[Qi],
Miao, L.[Lingjuan],
Zhou, Z.Q.[Zhi-Qiang],
Song, J.J.[Jun-Jie],
Dong, Y.P.[Yun-Peng],
Yang, X.[Xue],
Task interleaving and orientation estimation for high-precision
oriented object detection in aerial images,
PandRS(196), 2023, pp. 241-255.
Elsevier DOI
2302
Oriented object detection, Aerial images,
Convolutional neural network, Misaligned tasks, Orientation estimation
BibRef
Yang, X.[Xue],
Zhang, G.[Gefan],
Yang, X.J.[Xiao-Jiang],
Zhou, Y.[Yue],
Wang, W.T.[Wen-Tao],
Tang, J.[Jin],
He, T.[Tao],
Yan, J.C.[Jun-Chi],
Detecting Rotated Objects as Gaussian Distributions and its 3-D
Generalization,
PAMI(45), No. 4, April 2023, pp. 4335-4354.
IEEE DOI
2303
Model the rotated model, not simply object plus angle.
Detectors, Measurement, Object detection, Gaussian distribution,
Image edge detection, Task analysis, Optimization, 3-D object detection
BibRef
Nie, G.T.[Guang-Tao],
Huang, H.[Hua],
Multi-Oriented Object Detection in Aerial Images With Double
Horizontal Rectangles,
PAMI(45), No. 4, April 2023, pp. 4932-4944.
IEEE DOI
2303
Detectors, Object detection, Feature extraction,
Image edge detection, Decoding, Encoding, Training, Object detection,
aerial image
BibRef
Chen, W.N.[Wei-Ning],
Miao, S.C.[Shi-Cheng],
Wang, G.X.[Guang-Xing],
Cheng, G.[Gong],
Recalibrating Features and Regression for Oriented Object Detection,
RS(15), No. 8, 2023, pp. 2134.
DOI Link
2305
BibRef
Dai, L.H.[Lin-Hui],
Liu, H.[Hong],
Tang, H.[Hao],
Wu, Z.W.[Zhi-Wei],
Song, P.[Pinhao],
AO2-DETR: Arbitrary-Oriented Object Detection Transformer,
CirSysVideo(33), No. 5, May 2023, pp. 2342-2356.
IEEE DOI
2305
Proposals, Transformers, Feature extraction, Object detection,
Detectors, Task analysis, Pipelines, Oriented object detection,
feature refinement
BibRef
Dai, L.G.[Long-Gang],
Chen, H.M.[Hong-Ming],
Li, Y.F.[Yu-Feng],
Kong, C.[Caihua],
Fan, Z.T.[Zhen-Tao],
Lu, J.Y.[Ji-Yang],
Chen, X.[Xiang],
TARDet: Two-stage Anchor-free Rotating Object Detector in Aerial Images,
UG22(4266-4274)
IEEE DOI
2210
Location awareness, Head, Convolution, Aggregates, Detectors, Object detection
BibRef
Li, W.T.[Wen-Tong],
Chen, Y.J.[Yi-Jie],
Hu, K.X.[Kai-Xuan],
Zhu, J.K.[Jian-Ke],
Oriented RepPoints for Aerial Object Detection,
CVPR22(1819-1828)
IEEE DOI
2210
Training, Location awareness, Codes, Object detection, Detectors,
Feature extraction, Photogrammetry and remote sensing,
Scene analysis and understanding
BibRef
Kim, B.[Beomyoung],
Lee, J.[Janghyeon],
Lee, S.[Sihaeng],
Kim, D.[Doyeon],
Kim, J.[Junmo],
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded
Oriented Object Detection,
WACV22(3421-3430)
IEEE DOI
2202
Heating systems, Visualization, Codes,
Computational modeling, Object detection, Feature extraction,
Vision for Aerial/Drone/Underwater/Ground Vehicles
Object Detection/Recognition/Categorization
BibRef
Yi, J.R.[Jing-Ru],
Wu, P.X.[Peng-Xiang],
Liu, B.[Bo],
Huang, Q.Y.[Qiao-Ying],
Qu, H.[Hui],
Metaxas, D.N.[Dimitris N.],
Oriented Object Detection in Aerial Images with Box Boundary-Aware
Vectors,
WACV21(2149-2158)
IEEE DOI
2106
Object detection, Detectors, Task analysis
BibRef
Yang, X.[Xue],
Yan, J.C.[Jun-Chi],
Arbitrary-Oriented Object Detection with Circular Smooth Label,
ECCV20(VIII:677-694).
Springer DOI
2011
BibRef
Mo, N.,
Yan, L.,
Oriented Vehicle Detection In High-resolution Remote Sensing Images
Based on Feature Amplification and Category Balance By Oversampling
Data Augmentation,
ISPRS20(B3:153-159).
DOI Link
2012
BibRef
Chan, J.[Jacoob],
Lee, J.A.[Jimmy Addison],
Qian, K.[Kemao],
F-SORT: An Alternative for Faster Geometric Verification,
ACCV16(I: 385-399).
Springer DOI
1704
BibRef
And:
BORDER: An Oriented Rectangles Approach to Texture-Less Object
Recognition,
CVPR16(2855-2863)
IEEE DOI
1612
Resort image features for different orientations.
Bounding Oriented-Rectangle Descriptors for Enclosed Regions.
BibRef
Chapter on Cartography, Aerial Images, Buildings, Roads, Terrain, Forests, Trees, ATR continues in
ATR -- Vehicles, Aerial Images, Aircraft Detection, Recognition .