Researching | Aircraft Target Detection Algorithm in Remote Sensing Image Based on Fractional Gabor Transform Convolution

[1] [1] GIRSHICK R, DONAHUE J, DARRELL T, et al. Rich Feature Hierarchies f Accurate Object Detection Semantic Segmentation[C]2014 IEEE Conference on Computer Vision Pattern Recognition, June 2328, 2014, Columbus, OH, USA. Piscataway, NJ: IEEE, 2014: 580587. DOI: 10.1109CVPR.2014.81.

[2] REN S Q, HE K M, GIRSHICK R et al. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 1137-1149(2017).

[3] [3] HE K M, GKIOXARI G, DOLLÁR P, et al. Mask RCNN[C]2017 IEEE International Conference on Computer Vision (ICCV), October 2229, 2017, Venice, Italy. Piscataway, NJ: IEEE, 2017: 29802988. DOI: 10.1109ICCV.2017.322.

[4] [4] LIU W, ANGUELOV D, ERHAN D, et al. SSD: Single Shot MultiBox Detect[C]Proceedings of Computer Vision—ECCV 2016, 2016, 9905: 2137. DOI: 10.10079783319464480_2.

[5] [5] REDMON J, DIVVALA S, GIRSHICK R, et al. You Only Look Once: Unified, RealTime Object Detection[C]2016 IEEE Conference on Computer Vision Pattern Recognition (CVPR), June 2730, 2016, Las Vegas, NV, USA. Piscataway, NJ: IEEE, 2016: 779788. DOI: 10.1109CVPR.2016.91.

[6] TANG F F, WANG W, LI J et al. Aircraft Rotation Detection in Remote Sensing Image Based on Multi-Feature Fusion and Rotation-Aware Anchor[J]. Applied Sciences, 12, 1291(2022).

[9] LIU Y F X, JIANG W S. An Orientation Information Integrating Network for Oriented Object Detection in Remote Sensing Images[J]. Remote Sensing, 16, 731(2024).

[10] GENG J, XU Z, ZHAO Z H et al. Rotated Object Detection of Remote Sensing Image Based on Binary Smooth Encoding and Ellipse-Like Focus Loss[J]. IEEE Geoscience and Remote Sensing Letters, 19, 1-5(2022).

[12] LIU Z G, GAO Y, DU Q Q et al. YOLO-Extract: Improved YOLOv5 for Aircraft Object Detection in Remote Sensing Images[J]. IEEE Access, 11, 1742-1751(2023).

[14] WU Y F, LI Z J, ZHAO B Y et al. Transfer Learning of Spatial Features from High-Resolution RGB Images for Large-Scale and Robust Hyperspectral Remote Sensing Target Detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 62, 1-32(2024).

[15] SHI L K, TANG Z J, WANG T T et al. Aircraft Detection in Remote Sensing Images Based on Deconvolution and Position Attention[J]. International Journal of Remote Sensing, 42, 4241-4260(2021).

[16] HAN H, ZHU F Z, ZHU B et al. Target Detection of Remote Sensing Image Based on an Improved YOLOv5[J]. IEEE Geoscience and Remote Sensing Letters, 20, 1-5(2023).

[17] JI F C, MING D P, ZENG B C et al. Aircraft Detection in High Spatial Resolution Remote Sensing Images Combining Multi-Angle Features Driven and Majority Voting CNN[J]. Remote Sensing, 13, 2207(2021).

[18] WANG W, TAN X, ZHANG P et al. A CBAM Based Multiscale Transformer Fusion Approach for Remote Sensing Image Change Detection[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 6817-6825(2022).

[19] YAO J, KROLAK P, STEELE C. The Generalized Gabor Transform[J]. IEEE Transactions on Image Processing: A Publication of the IEEE Signal Processing Society, 4, 978-988(1995).

[20] SHI Q Q, LI W, TAO R et al. Ship Classification Based on Multifeature Ensemble with Convolutional Neural Network[J]. Remote Sensing, 11, 419(2019).

[21] [21] DAI X Y, CHEN Y P, XIAO B, et al. Dynamic Head: Unifying Object Detection Heads with Attentions[C]2021 IEEECVF Conference on Computer Vision Pattern Recognition (CVPR), June 2025, 2021, Nashville, TN, USA. Piscataway, NJ: IEEE, 2021: 73697378. DOI: 10.1109CVPR46437.2021.00729.

[22] [22] YANG X, YAN J C. Arbitraryiented Object Detection with Circular Smooth Label[C]Computer Vision—ECCV 2020: 16th European Conference, August 2328, 2020, Glasgow, UK. Heidelberg: SpringerVerlag, 2020: 677694. DOI: 10.10079783030585983_40.

[23] [23] LI C Z, XU C Y, CUI Z, et al. FeatureAttentioned Object Detection in Remote Sensing Imagery[C]2019 IEEE International Conference on Image Processing (ICIP), September 2225, 2019, Taipei, Taiwan,China. Piscataway, NJ: IEEE, 2019: 38863890. DOI: 10.1109ICIP.2019.8803521.

[24] CAO X, ZHANG Y W, LANG S et al. Swin-Transformer-Based YOLOv5 for Small-Object Detection in Remote Sensing Images[J]. Sensors, 23, 3634(2023).

[27] [27] ZHANG Z, BAI J H, TIAN Q. TMF: Aircraft Detection of Remote Sensing Images Using Transfmer MultiScale Fusion[C]International Conference on Optics Machine Vision, May 12, 2022, Guangzhou. Bellingham, WA: SPIE, 2022: 121731S. DOI: 10.111712.2634536.