23.8.4.1 ATR - Oriented Objects, Vehicles, Aerial Images

Chapter Contents (Back)
Vehicle Detection. Orientation. Mostly vehicles, but can be more general.

Crocetto, N., Tarantino, E.,
A Class-Oriented Strategy for Features Extraction from Multidate ASTER Imagery,
RS(1), No. 4, December 2009, pp. 1171-1189.
DOI Link 1203
BibRef

Kembhavi, A.[Aniruddha], 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., Wang, Y., Ma, Y.,
An Enhanced Viola-Jones Vehicle Detection Method From Unmanned Aerial Vehicles Imagery,
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 Neural Networks for Aerial Image,
RS(11), No. 18, 2019, pp. xx-yy.
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], Wang, K.[Kai],
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


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 .


Last update:Oct 16, 2021 at 11:54:21