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.Y.[Tian-Yu],
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
Wei, H.R.[Hao-Ran],
Zhang, Y.[Yue],
Chang, Z.H.[Zhong-Han],
Li, H.[Hao],
Wang, H.Q.[Hong-Qi],
Sun, X.[Xian],
Oriented objects as pairs of middle lines,
PandRS(169), 2020, pp. 268-279.
Elsevier DOI
2011
Object detection, Oriented objects, Middle lines, Anchor-free, NMS-free
BibRef
Fu, K.[Kun],
Chang, Z.H.[Zhong-Han],
Zhang, Y.[Yue],
Sun, X.[Xian],
Point-Based Estimator for Arbitrary-Oriented Object Detection in
Aerial Images,
GeoRS(59), No. 5, May 2021, pp. 4370-4387.
IEEE DOI
2104
Object detection, Detectors, Task analysis, Feature extraction,
Predictive models, Object recognition, Quantization (signal),
point-based estimator
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
Luo, J.[Junkun],
Hu, Y.M.[Yi-Min],
Li, J.D.[Jia-Dong],
Surround-Net:
A Multi-Branch Arbitrary-Oriented Detector for Remote Sensing,
RS(14), No. 7, 2022, pp. xx-yy.
DOI Link
2205
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.Y.[Lin-Yuan],
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.H.[Chao-Hui],
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.H.[Tian-Hua],
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
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
Su, H.Z.[Hao-Zheng],
You, Y.[Yanan],
Liu, S.[Sixu],
Multi-Oriented Enhancement Branch and Context-Aware Module for
Few-Shot Oriented Object Detection in Remote Sensing Images,
RS(15), No. 14, 2023, pp. 3544.
DOI Link
2307
BibRef
Wang, M.H.[Ming-Hui],
Li, Q.[Qingpeng],
Gu, Y.C.[Yun-Chao],
Pan, J.J.[Jun-Jun],
Highly Efficient Anchor-Free Oriented Small Object Detection for
Remote Sensing Images via Periodic Pseudo-Domain,
RS(15), No. 15, 2023, pp. xx-yy.
DOI Link
2308
BibRef
Deng, C.W.[Chen-Wei],
Jing, D.L.[Dong-Lin],
Han, Y.Q.[Yu-Qi],
Deng, Z.Y.[Zhi-Yuan],
Zhang, H.[Hong],
Towards Feature Decoupling for Lightweight Oriented Object Detection
in Remote Sensing Images,
RS(15), No. 15, 2023, pp. xx-yy.
DOI Link
2308
BibRef
Liu, Z.[Zhe],
He, G.Q.[Gui-Qing],
Dong, L.H.[Li-Heng],
Jing, D.L.[Dong-Lin],
Zhang, H.X.[Hai-Xi],
Task-Sensitive Efficient Feature Extraction Network for Oriented
Object Detection in Remote Sensing Images,
RS(16), No. 13, 2024, pp. 2271.
DOI Link
2407
BibRef
Zhang, T.W.[Tian-Wei],
Sun, X.[Xu],
Zhuang, L.[Lina],
Dong, X.Y.[Xiao-Yu],
Sha, J.J.[Jian-Jun],
Zhang, B.[Bing],
Zheng, K.[Ke],
AFRE-Net: Adaptive Feature Representation Enhancement for Arbitrary
Oriented Object Detection,
RS(15), No. 20, 2023, pp. 4965.
DOI Link
2310
BibRef
Ou, Z.H.[Zhong-Hong],
Chen, Z.J.[Zhong-Jie],
Shen, S.Y.[Sheng-Yi],
Fan, L.[Lina],
Yao, S.Y.[Si-Yuan],
Song, M.[Meina],
Hui, P.[Pan],
Free^3 Net: Gliding Free, Orientation Free, and Anchor Free Network
for Oriented Object Detection,
MultMed(25), 2023, pp. 7089-7100.
IEEE DOI
2311
BibRef
Moon, J.[Joonhyeok],
Jeon, M.[Munsu],
Jeong, S.[Siheon],
Oh, K.Y.[Ki-Yong],
RoMP-transformer: Rotational bounding box with multi-level feature
pyramid transformer for object detection,
PR(147), 2024, pp. 110067.
Elsevier DOI
2312
Autonomous flight and surveillance,
Artificial intelligence for object detection, Pyramid vision transformer
BibRef
Li, Z.H.[Zhong-Hua],
Hou, B.[Biao],
Wu, Z.T.[Zi-Tong],
Ren, B.[Bo],
Yang, C.[Chen],
FCOSR: A Simple Anchor-Free Rotated Detector for Aerial Object
Detection,
RS(15), No. 23, 2023, pp. 5499.
DOI Link
2312
BibRef
Pan, M.[Mian],
Xia, W.J.[Wei-Jie],
Yu, H.B.[Hai-Bin],
Hu, X.Z.[Xin-Zhi],
Cai, W.Y.[Wen-Yu],
Shi, J.[Jianguang],
Vehicle Detection in UAV Images via Background Suppression Pyramid
Network and Multi-Scale Task Adaptive Decoupled Head,
RS(15), No. 24, 2023, pp. 5698.
DOI Link
2401
BibRef
Murrugarra-Llerena, J.[Jeffri],
Kirsten, L.N.[Lucas N.],
Zeni, L.F.[Luis Felipe],
Jung, C.R.[Claudio R.],
Probabilistic Intersection-Over-Union for Training and Evaluation of
Oriented Object Detectors,
IP(33), 2024, pp. 671-681.
IEEE DOI Code:
WWW Link.
2402
Detectors, Location awareness, Object detection, Measurement,
Training, Gaussian distribution, Annotations, performance evaluation
BibRef
Zhang, Y.S.[Yun-Sheng],
Ren, Z.J.[Zi-Jing],
Ding, Z.C.[Zi-Chen],
Qian, H.[Hong],
Li, H.Q.[Hai-Qiang],
Tao, C.[Chao],
Co-ECL: Covariant Network with Equivariant Contrastive Learning for
Oriented Object Detection in Remote Sensing Images,
RS(16), No. 3, 2024, pp. 516.
DOI Link
2402
BibRef
Liu, Y.F.X.[Yang-Fei-Xiao],
Jiang, W.S.[Wan-Shou],
OII: An Orientation Information Integrating Network for Oriented
Object Detection in Remote Sensing Images,
RS(16), No. 5, 2024, pp. 731.
DOI Link
2403
BibRef
Wang, L.F.[Lin-Fei],
Zhan, Y.B.[Yi-Bing],
Liu, W.[Wei],
Yu, B.S.[Bao-Sheng],
Tao, D.P.[Da-Peng],
Bounding Box Vectorization for Oriented Object Detection With
Tanimoto Coefficient Regression,
MultMed(26), 2024, pp. 5181-5193.
IEEE DOI
2404
Object detection, Detectors, Measurement, Task analysis, Shape, Convergence,
Bounding box regression, Oriented object detection
BibRef
Chen, J.H.[Jin-Hui],
Lin, Q.F.[Qi-Feng],
Huang, H.B.[Hai-Bin],
Yu, Y.L.[Yuan-Long],
Zhu, D.[Daoye],
Fu, G.[Gang],
HVConv:
Horizontal and Vertical Convolution for Remote Sensing Object Detection,
RS(16), No. 11, 2024, pp. 1880.
DOI Link
2406
elongated objects are more desired.
BibRef
Zhang, Y.[Yidan],
Zhang, W.H.[Wen-Hui],
Li, J.X.[Jun-Xi],
Qi, X.[Xiyu],
Lu, X.N.[Xiao-Nan],
Wang, L.[Lei],
Hou, Y.[Yingyan],
Empowering lightweight detectors: Orientation Distillation via
anti-ambiguous spatial transformation for remote sensing images,
PandRS(214), 2024, pp. 244-260.
Elsevier DOI Code:
WWW Link.
2407
Deep learning, Oriented object detection,
Knowledge distillation, Remote sensing imagery
BibRef
Zhang, Z.[Zehao],
Wang, C.[Chenhan],
Zhang, H.Y.[Hua-Yu],
Qi, D.C.[Da-Cheng],
Liu, Q.Y.[Qing-Yi],
Wang, Y.F.[Yu-Feng],
Ding, W.R.[Wen-Rui],
SREDet: Semantic-Driven Rotational Feature Enhancement for Oriented
Object Detection in Remote Sensing Images,
RS(16), No. 13, 2024, pp. 2317.
DOI Link
2407
BibRef
Wang, W.Y.[Wen-Yong],
Cai, Y.Z.[Yuan-Zheng],
Luo, Z.M.[Zhi-Ming],
Liu, W.[Wei],
Wang, T.[Tao],
Li, Z.Y.[Zuo-Yong],
SA3Det: Detecting Rotated Objects via Pixel-Level Attention and
Adaptive Labels Assignment,
RS(16), No. 13, 2024, pp. 2496.
DOI Link
2407
BibRef
Zhou, Z.[Zhen],
Ma, Y.K.[Yun-Kai],
Fan, J.F.[Jun-Feng],
Liu, Z.Y.[Zhao-Yang],
Jing, F.[Fengshui],
Tan, M.[Min],
Linear Gaussian bounding box representation and ring-shaped rotated
convolution for oriented object detection,
PR(155), 2024, pp. 110677.
Elsevier DOI
2408
Oriented object detection, Oriented bounding box representation,
Rotated convolution
BibRef
Yu, Y.[Yi],
Da, F.P.[Fei-Peng],
On Boundary Discontinuity in Angle Regression Based Arbitrary
Oriented Object Detection,
PAMI(46), No. 10, October 2024, pp. 6494-6508.
IEEE DOI
2409
BibRef
Earlier:
Phase-Shifting Coder: Predicting Accurate Orientation in Oriented
Object Detection,
CVPR23(13354-13363)
IEEE DOI
2309
Feature extraction, Detectors, Proposals,
Artificial neural networks, YOLO, Visualization, Codes,
phase-shifting coder
BibRef
Wang, Y.[Yu],
Chen, H.[Hao],
Zhang, Y.[Ye],
Li, G.Z.[Guo-Zheng],
Relevance Pooling Guidance and Class-Balanced Feature Enhancement for
Fine-Grained Oriented Object Detection in Remote Sensing Images,
RS(16), No. 18, 2024, pp. 3494.
DOI Link
2410
BibRef
He, X.H.[Xiao-Hai],
Liang, K.W.[Kai-Wen],
Zhang, W.M.[Wei-Min],
Li, F.X.[Fang-Xing],
Jiang, Z.[Zhou],
Zuo, Z.Q.[Zheng-Qing],
Tan, X.Y.[Xin-Yan],
DETR-ORD: An Improved DETR Detector for Oriented Remote Sensing
Object Detection with Feature Reconstruction and Dynamic Query,
RS(16), No. 18, 2024, pp. 3516.
DOI Link
2410
BibRef
Li, P.[Pei],
Zhu, Z.J.[Zhong-Jie],
Bai, Y.Q.[Yong-Qiang],
Wang, Y.[Yuer],
Zhang, L.[Lei],
Oriented Object Detection Based on Adaptive Feature Learning and
Enrichment,
SPLetters(31), 2024, pp. 2735-2739.
IEEE DOI
2410
Feature extraction, Convolution, Object detection,
Representation learning, Proposals, Accuracy, Semantics,
oriented object detection
BibRef
Yuan, B.H.[Bin-Huan],
Zhi, X.Y.[Xi-Yang],
Hu, J.M.[Jian-Ming],
Zhang, W.[Wei],
Boosting Point Set-Based Network with Optimal Transport Optimization
for Oriented Object Detection,
RS(16), No. 22, 2024, pp. 4133.
DOI Link
2412
BibRef
Yao, Y.Q.[Yan-Qing],
Cheng, G.[Gong],
Lang, C.[Chunbo],
Yuan, X.[Xiang],
Xie, X.X.[Xing-Xing],
Han, J.W.[Jun-Wei],
Hierarchical Mask Prompting and Robust Integrated Regression for
Oriented Object Detection,
CirSysVideo(34), No. 12, December 2024, pp. 13071-13084.
IEEE DOI Code:
WWW Link.
2501
Feature extraction, Semantics, Accuracy, Object detection,
Loss measurement, Detectors, Remote sensing, semantic mask
BibRef
Song, B.H.[Bei-Hang],
Li, J.[Jing],
Wu, J.[Jia],
Chang, J.[Jun],
Wan, J.[Jun],
Direction Prediction Redefinition: Transfer Angle to Scale in
Oriented Object Detection,
CirSysVideo(34), No. 12, December 2024, pp. 12894-12906.
IEEE DOI
2501
Object detection, Detectors, Semantics, Accuracy,
Feature extraction, Encoding, Arbitrary-oriented, boundary problem
BibRef
Dang, M.[Min],
Liu, G.[Gang],
Li, H.[Hao],
Wang, D.[Di],
Pan, R.[Rong],
Wang, Q.[Quan],
PRA-Det: Anchor-Free Oriented Object Detection With Polar Radius
Representation,
MultMed(27), 2025, pp. 145-157.
IEEE DOI
2501
Object detection, Detectors, Vectors, Training, Protocols, Loss measurement,
Feature extraction, Remote sensing, Geometry, object detection
BibRef
Zhao, Z.Y.[Ze-Yang],
Xue, Q.L.[Qi-Long],
He, Y.H.[Yu-Hang],
Bai, Y.F.[Yi-Fan],
Wei, X.[Xing],
Gong, Y.H.[Yi-Hong],
Projecting Points to Axes: Oriented Object Detection via Point-axis
Representation,
ECCV24(XXVIII: 161-179).
Springer DOI
2412
BibRef
Zhao, T.[Tong],
Fang, Q.[Qiang],
Shi, S.[Shuohao],
Xu, X.[Xin],
Density-Guided Dense Pseudo Label Selection for Semi-Supervised
Oriented Object Detection,
ICIP24(1092-1098)
IEEE DOI Code:
WWW Link.
2411
Codes, Object detection, Benchmark testing, Reliability,
Semi-supervised Object Detection, Oriented Object Detection, Dense Pseudo-label
BibRef
Luo, J.W.[Jun-Wei],
Yang, X.[Xue],
Yu, Y.[Yi],
Li, Q.Y.[Qing-Yun],
Yan, J.C.[Jun-Chi],
Li, Y.S.[Yan-Sheng],
PointOBB: Learning Oriented Object Detection via Single Point
Supervision,
CVPR24(16730-16740)
IEEE DOI
2410
Training, Accuracy, Collaboration, Object detection, Switches,
Self-supervised learning, oriented object detection,
point-supervised object detection
BibRef
Xiao, Z.K.[Zi-Kai],
Yang, G.Y.[Guo-Ye],
Yang, X.[Xue],
Mu, T.J.[Tai-Jiang],
Yan, J.C.[Jun-Chi],
Hu, S.M.[Shi-Min],
Theoretically Achieving Continuous Representation of Oriented
Bounding Boxes,
CVPR24(16912-16922)
IEEE DOI
2410
Deep learning, Computational modeling, Detectors, Benchmark testing,
Decoding, Sensors, oriented object detection, boundary problem
BibRef
Xu, H.[Hang],
Liu, X.Y.[Xin-Yuan],
Xu, H.[Haonan],
Ma, Y.[Yike],
Zhu, Z.J.[Zun-Jie],
Yan, C.G.[Cheng-Gang],
Dai, F.[Feng],
Rethinking Boundary Discontinuity Problem for Oriented Object
Detection,
CVPR24(17406-17415)
IEEE DOI Code:
WWW Link.
2410
Smoothing methods, Codes, Object detection, Detectors,
Predictive models, Encoding, Oriented Object Detection,
Rotation Equivariance
BibRef
Yu, Y.[Yi],
Yang, X.[Xue],
Li, Q.Y.[Qing-Yun],
Da, F.P.[Fei-Peng],
Dai, J.F.[Ji-Feng],
Qiao, Y.[Yu],
Yan, J.C.[Jun-Chi],
Point2RBox: Combine Knowledge from Synthetic Visual Patterns for
End-to-End Oriented Object Detection with Single Point Supervision,
CVPR24(16783-16793)
IEEE DOI
2410
Knowledge engineering, Visualization, Detectors, Object detection,
Transforms
BibRef
Wu, W.H.[Wen-Hao],
Wong, H.S.[Hau-San],
Wu, S.[Si],
Zhang, T.Y.[Tian-You],
Relational Matching for Weakly Semi-Supervised Oriented Object
Detection,
CVPR24(27800-27810)
IEEE DOI
2410
Costs, Annotations, Supervised learning, Object detection, Detectors,
Predictive models, Semisupervised learning, Semi-Supervised Learning
BibRef
Hakimi, Z.[Zeinab],
Narayanan, V.[Vijaykrishnan],
Fine-to-Coarse Object Classification of Very Large Images,
ICIP23(3498-3502)
IEEE DOI
2312
BibRef
Zhang, C.[Cong],
Luo, K.M.[Kun-Ming],
Meng, F.M.[Fan-Man],
Wu, Q.B.[Qing-Bo],
The Elliptic Energy Loss for Rotated Object Detection in Aerial
Images,
ICIP23(3384-3388)
IEEE DOI Code:
WWW Link.
2312
BibRef
Zhang, Z.M.[Zi-Ming],
Wang, Y.C.[Yu-Cheng],
He, C.[Chu],
Zhang, Q.Y.[Qing-Yi],
Chen, X.[Xi],
Weakly Semi-Supervised Oriented Object Detection with Points,
ICIP23(3080-3084)
IEEE DOI
2312
BibRef
Fang, T.T.[Ting-Ting],
Liu, B.[Bin],
Zhao, Z.W.[Zhi-Wei],
Chu, Q.[Qi],
Yu, N.H.[Neng-Hai],
Affinity-Aware Relation Network for Oriented Object Detection in Aerial
Images,
ACCV22(V:369-386).
Springer DOI
2307
BibRef
Doloriel, C.T.C.[Chandler Timm C.],
Cajote, R.D.[Rhandley D.],
Improving the Detection of Small Oriented Objects in Aerial Images,
Maritime23(176-185)
IEEE DOI
2302
Image segmentation, Codes, Conferences, Object detection, Detectors
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
Vehicle Detection, SAR .