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AUTHOR = "Yuan, Z. and Gong, J. and Guo, B. and Wang, C. and Liao, N.N. and Song, J.W. and Wu, Q.M.",
TITLE = "Small Object Detection in UAV Remote Sensing Images Based on
Intra-Group Multi-Scale Fusion Attention and Adaptive Weighted
Feature Fusion Mechanism",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "22",
PAGES = "4265",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT55998"}
@article{bb58058,
AUTHOR = "Bi, J.X. and Li, K. and Zheng, X.Y. and Zhang, G. and Lei, T.",
TITLE = "SPDC-YOLO: An Efficient Small Target Detection Network Based on
Improved YOLOv8 for Drone Aerial Image",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "4",
PAGES = "685",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT55999"}
@article{bb58059,
AUTHOR = "Hu, J. and Pang, T. and Peng, B. and Shi, Y.G. and Li, T.R.",
TITLE = "A small object detection model for drone images based on
multi-attention fusion network",
JOURNAL = IVC,
VOLUME = "155",
YEAR = "2025",
PAGES = "105436",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56000"}
@article{bb58060,
AUTHOR = "Lu, S. and Guo, Y.M. and Long, J. and Liu, Z. and Wang, Z. and Li, Y.",
TITLE = "Dense small target detection algorithm for UAV aerial imagery",
JOURNAL = IVC,
VOLUME = "156",
YEAR = "2025",
PAGES = "105485",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56001"}
@article{bb58061,
AUTHOR = "Zhao, S. and Chen, H. and Zhang, D. and Tao, Y. and Feng, X.N. and Zhang, D.Y.",
TITLE = "SR-YOLO: Spatial-to-Depth Enhanced Multi-Scale Attention Network for
Small Target Detection in UAV Aerial Imagery",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2441",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56002"}
@article{bb58062,
AUTHOR = "Yan, X.J. and Sun, S.Y. and Zhu, H.M. and Hu, Q.P. and Ying, W.J. and Li, Y.L.",
TITLE = "DMF-YOLO: Dynamic Multi-Scale Feature Fusion Network-Driven Small
Target Detection in UAV Aerial Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2385",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56003"}
@article{bb58063,
AUTHOR = "Xue, H.C. and Tang, Z. and Xia, Y.T. and Wang, L. and Li, L.",
TITLE = "HCTD: A CNN-transformer hybrid for precise object detection in UAV
aerial imagery",
JOURNAL = CVIU,
VOLUME = "259",
YEAR = "2025",
PAGES = "104409",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56004"}
@article{bb58064,
AUTHOR = "Xu, Y.M. and Ji, H.B.",
TITLE = "Contextual-Semantic Interactive Perception Network for Small Object
Detection in UAV Aerial Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "21",
PAGES = "3581",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56005"}
@article{bb58065,
AUTHOR = "Guo, Y. and He, Y.X. and Zhang, H. and Ma, J.J.",
TITLE = "YOLO-CAM: A Lightweight UAV Object Detector with Combined Attention
Mechanism for Small Targets",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "21",
PAGES = "3575",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56006"}
@article{bb58066,
AUTHOR = "Zhou, W.Z. and Wang, J.J. and Meng, X. and Wang, J.X. and Song, Y.F. and Liu, Z.G.",
TITLE = "MP-YOLO: multidimensional feature fusion based layer adaptive pruning
YOLO for dense vehicle object detection algorithm",
JOURNAL = JVCIR,
VOLUME = "112",
YEAR = "2025",
PAGES = "104560",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56007"}
@article{bb58067,
AUTHOR = "Truong, D. and Nguyen, Q. and Nguyen, K.D. and Nguyen, T.V. and Nguyen, K.",
TITLE = "Small object detection in aerial traffic imagery:
A benchmark for motorbike-dominated road scenes",
JOURNAL = JVCIR,
VOLUME = "113",
YEAR = "2025",
PAGES = "104603",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56008"}
@article{bb58068,
AUTHOR = "Ye, Z. and Zhou, P.",
TITLE = "Domain-Unified Adaptive Detection Framework for Small Vehicle Targets
in Monostatic/Bistatic SAR Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "22",
PAGES = "3671",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56009"}
@article{bb58069,
AUTHOR = "Bi, J.X. and Zheng, X.Y. and Li, K. and Zhang, H.Y. and Zhang, G. and Lei, T.",
TITLE = "SDWS-YOLO: A Lightweight Small Object Detection Model for Aerial
Remote Sensing Images",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "4354-4358",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56010"}
@article{bb58070,
AUTHOR = "Li, Z.T. and Lian, S. and Pan, D.F. and Wang, Y.L. and Liu, W.",
TITLE = "AD-Det: Boosting Object Detection in UAV Images with Focused Small
Objects and Balanced Tail Classes",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "9",
PAGES = "1556",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56011"}
@article{bb58071,
AUTHOR = "Wan, Z. and Lan, Y.Z. and Xu, Z. and Shang, K. and Zhang, F.",
TITLE = "DAU-YOLO: A Lightweight and Effective Method for Small Object
Detection in UAV Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "10",
PAGES = "1768",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56012"}
@article{bb58072,
AUTHOR = "Lu, Y. and Zhang, B. and Zhang, C.M. and He, Y.F. and Wang, Y.Q.",
TITLE = "HFEF2-YOLO: Hierarchical Dynamic Attention for High-Precision
Multi-Scale Small Target Detection in Complex Remote Sensing",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "10",
PAGES = "1789",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56013"}
@article{bb58073,
AUTHOR = "Guo, H.Y. and Wu, Q.Y. and Wang, Y.H.",
TITLE = "AUHF-DETR: A Lightweight Transformer with Spatial Attention and
Wavelet Convolution for Embedded UAV Small Object Detection",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1920",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56014"}
@article{bb58074,
AUTHOR = "Wu, Z.C. and Zhen, H. and Zhang, X.X.X. and Bai, X. and Li, X.H.",
TITLE = "SEMA-YOLO: Lightweight Small Object Detection in Remote Sensing Image
via Shallow-Layer Enhancement and Multi-Scale Adaptation",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1917",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56015"}
@article{bb58075,
AUTHOR = "Li, H. and Ma, J.B. and Zhang, J.L.",
TITLE = "ELNet: An Efficient and Lightweight Network for Small Object
Detection in UAV Imagery",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "2096",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56016"}
@article{bb58076,
AUTHOR = "Dong, Q. and Han, T.X. and Wu, G. and Qiao, B. and Sun, L.",
TITLE = "RSNet: Compact-Align Detection Head Embedded Lightweight Network for
Small Object Detection in Remote Sensing",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "12",
PAGES = "1965",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56017"}
@article{bb58077,
AUTHOR = "Di, X.Y. and Cui, K. and Wang, R.F.",
TITLE = "Toward Efficient UAV-Based Small Object Detection: A Lightweight
Network with Enhanced Feature Fusion",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "13",
PAGES = "2235",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56018"}
@article{bb58078,
AUTHOR = "Qu, S.M. and Dang, C. and Chen, W.Y. and Liu, Y.H.",
TITLE = "SMA-YOLO: An Improved YOLOv8 Algorithm Based on Parameter-Free
Attention Mechanism and Multi-Scale Feature Fusion for Small Object
Detection in UAV Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2421",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56019"}
@article{bb58079,
AUTHOR = "Jin, H.Z. and Song, Y.Z. and Bai, T. and Sun, K. and Chen, Y.",
TITLE = "A Novel Dynamic Context Branch Attention Network for Detecting Small
Objects in Remote Sensing Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "14",
PAGES = "2415",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56020"}
@article{bb58080,
AUTHOR = "Zhao, X.Z. and Yang, Z.J. and Zhao, H.",
TITLE = "DCS-YOLOv8: A Lightweight Context-Aware Network for Small Object
Detection in UAV Remote Sensing Imagery",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "17",
PAGES = "2989",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56021"}
@article{bb58081,
AUTHOR = "Yang, W.Y. and Li, Z.X. and He, Q.",
TITLE = "Star-PMFI: Star-attention and pyramid multi-scale feature integration
network for small object detection in drone imagery",
JOURNAL = JVCIR,
VOLUME = "111",
YEAR = "2025",
PAGES = "104479",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56022"}
@article{bb58082,
AUTHOR = "Xu, Z.C. and Zhao, H. and Liu, P.F. and Wang, L. and Zhang, G. and Chai, Y.",
TITLE = "SRTSOD-YOLO: Stronger Real-Time Small Object Detection Algorithm
Based on Improved YOLO11 for UAV Imageries",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "20",
PAGES = "3414",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56023"}
@article{bb58083,
AUTHOR = "Liu, X.Y. and Zhou, S. and Ma, J.B. and Sun, Y.M. and Zhang, J.L. and Zuo, H.",
TITLE = "DFAS-YOLO: Dual Feature-Aware Sampling for Small-Object Detection in
Remote Sensing Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "20",
PAGES = "3476",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56024"}
@article{bb58084,
AUTHOR = "Suarez Ramirez, J. and Santana Cedres, D. and Monzon, N.",
TITLE = "DAHI: a fast and efficient density aided hyper inference technique
for large scene object detection",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112228",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56025"}
@article{bb58085,
AUTHOR = "Zheng, Y.C. and Jing, Y.X. and Zhao, J.F. and Cui, G.M.",
TITLE = "LAM-YOLO: Drones-based small object detection on lighting-occlusion
attention mechanism YOLO",
JOURNAL = CVIU,
VOLUME = "261",
YEAR = "2025",
PAGES = "104489",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56026"}
@article{bb58086,
AUTHOR = "Hu, Q. and Wang, L.",
TITLE = "HF-D-FINE: High-resolution features enhanced D-FINE for tiny object
detection in UAV image",
JOURNAL = IVC,
VOLUME = "165",
YEAR = "2026",
PAGES = "105834",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56027"}
@article{bb58087,
AUTHOR = "Wen, Z.X. and Li, P.F. and Liu, Y.H. and Chen, J.M. and Xiang, X. and Li, Y. and Wang, H.X. and Zhao, Y.C. and Zhou, G.Y.",
TITLE = "FANet: Frequency-Aware Attention-Based Tiny-Object Detection in
Remote Sensing Images",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "24",
PAGES = "4066",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56028"}
@article{bb58088,
AUTHOR = "Zhuo, Z.H. and Lu, R.T. and Yao, Y.X. and Wang, S. and Zheng, Z. and Zhang, J. and Yang, X.G.",
TITLE = "TAF-YOLO: A Small-Object Detection Network for UAV Aerial Imagery via
Visible and Infrared Adaptive Fusion",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "24",
PAGES = "3936",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56029"}
@article{bb58089,
AUTHOR = "Yang, H.T. and Xiong, Y.Z. and Zhang, D.L. and Yan, X. and Hu, X.",
TITLE = "Lightweight Attention-Enhanced Multi-Scale Detector for Robust Small
Object Detection in UAV",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "271-275",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56030"}
@article{bb58090,
AUTHOR = "Xue, H.C. and Gao, T. and Tang, Z. and Xia, Y.T. and Wang, L. and Li, L.",
TITLE = "A configurable global context reconstruction hybrid detector for
enhanced small object detection in UAV aerial imagery",
JOURNAL = CVIU,
VOLUME = "263",
YEAR = "2026",
PAGES = "104598",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56031"}
@article{bb58091,
AUTHOR = "Zhang, W.K. and Liao, M.M.",
TITLE = "Cross-scale adaptive transformer with hierarchical feature synergy
for aerial small object detection",
JOURNAL = PR,
VOLUME = "173",
YEAR = "2026",
PAGES = "112822",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56032"}
@article{bb58092,
AUTHOR = "Chen, Z.Q. and Chen, Z. and Yang, B.H. and Guo, Q. and Wang, H.R. and Zeng, X.Q.",
TITLE = "CAMS-AI: A Coarse-to-Fine Framework for Efficient Small Object
Detection in High-Resolution Images",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
PAGES = "259",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56033"}
@article{bb58093,
AUTHOR = "Huang, J.H. and Jin, W. and Tao, H.F. and Feng, Y.S. and Shang, Y.X. and Wang, S. and Liu, A.",
TITLE = "EFPNet: An Efficient Feature Perception Network for Real-Time
Detection of Small UAV Targets",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "2",
PAGES = "340",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56034"}
@article{bb58094,
AUTHOR = "Bi, H.B. and Dai, R. and Han, F.Y. and Zhang, C.",
TITLE = "DRM-YOLO: A YOLOv11-based structural optimization method for small
object detection in UAV aerial imagery",
JOURNAL = IVC,
VOLUME = "167",
YEAR = "2026",
PAGES = "105894",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56035"}
@inproceedings{bb58095,
AUTHOR = "Zhang, C. and Liu, T.S. and Ju, Y.K. and Lam, K.M.",
TITLE = "Pyramid Masked Image Modeling for Transformer-Based Aerial Object
Detection",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1675-1679",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56036"}
@article{bb58096,
AUTHOR = "Guo, H.W. and Liu, S.",
TITLE = "Enhancing UAV small target detection: A balanced accuracy-efficiency
algorithm with tiered feature focus",
JOURNAL = IVC,
VOLUME = "167",
YEAR = "2026",
PAGES = "105897",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56037"}
@article{bb58097,
AUTHOR = "Xiang, W. and Li, Y.M. and Duan, L. and Wu, Q.F. and Ruan, J.Q. and Wan, Y.C. and Wu, S.",
TITLE = "Multispectral Sparse Cross-Attention Guided Mamba Network for Small
Object Detection in Remote Sensing",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "3",
PAGES = "381",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56038"}
@article{bb58098,
AUTHOR = "Liu, X.Y. and Sun, X.W. and Wang, J.",
TITLE = "Hierarchical Attention-Driven Detection of Small Objects in Remote
Sensing Imagery",
JOURNAL = RS,
VOLUME = "18",
YEAR = "2026",
NUMBER = "3",
PAGES = "455",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56039"}
@article{bb58099,
AUTHOR = "Fan, R. and Jiao, R. and Nan, W. and Meng, H.T. and Jiang, A. and Yang, X.J. and Zhao, Z.Q. and Dang, J. and Wang, Z.X. and Tian, Y. and Dong, B. and He, X.W. and Luo, X.L.",
TITLE = "CS-YOLO:A small object detection model based on YOLO for UAV aerial
photography",
JOURNAL = SP:IC,
VOLUME = "142",
YEAR = "2026",
PAGES = "117460",
BIBSOURCE = "http://www.visionbib.com/bibliography/twod277smaerob3.html#TT56040"}
Last update:Sep 30, 2026 at 11:45:00