ref.bib

@article{bc1,
   author = "Lees, Alexander C. and Haskell, Lucy and Allinson, Tris and Bezeng, Simeon B. and Burfield, Ian J. and Renjifo, Luis Miguel and Rosenberg, Kenneth V. and Viswanathan, Ashwin and Butchart, Stuart H.M.",
   title = "State of the World \& apos;s Birds", 
   journal= "Annual Review of Environment and Resources",
   year = "2022",
   volume = "47",
   number = "Volume 47, 2022",
   pages = "231-260",
   doi = "https://doi.org/10.1146/annurev-environ-112420-014642",
   url = "https://www.annualreviews.org/content/journals/10.1146/annurev-environ-112420-014642",
   publisher = "Annual Reviews",
   issn = "1545-2050",
   type = "Journal Article",
  }

@online{bc2,
    title = {The IUCN Red List of Threatened Species},
    author = {IUCN 2024},
    year = {2024},
    url = {https://www.iucnredlist.org/},
    urldate      = {9 5, 2024}
}
@article{bc3,
title = {Detour for the inexperienced? Migration count data suggest mostly juvenile Greater Spotted Eagles appear in coastal peninsulas in China},
journal = {Avian Research},
volume = {15},
pages = {100183},
year = {2024},
issn = {2053-7166},
doi = {https://doi.org/10.1016/j.avrs.2024.100183},
url = {https://www.sciencedirect.com/science/article/pii/S2053716624000264},
author = {Xu Shi and Xiaoping Wang and Qian Wei and Qiwei Lin and Lei Zhu},
}
@article{bc4,
author = {Eric R. Gulson-Castillo  and Benjamin M. Van Doren  and Michelle X. Bui  and Kyle G. Horton  and Jing Li  and Mark B. Moldwin  and Kerby Shedden  and Daniel T. Welling  and Benjamin M. Winger },
title = {Space weather disrupts nocturnal bird migration},
journal = {Proceedings of the National Academy of Sciences},
volume = {120},
number = {42},
pages = {e2306317120},
year = {2023},
doi = {10.1073/pnas.2306317120},
URL = {https://www.pnas.org/doi/abs/10.1073/pnas.2306317120},
eprint = {https://www.pnas.org/doi/pdf/10.1073/pnas.2306317120},
}
@article{sa1,
title = {BirdNET: A deep learning solution for avian diversity monitoring},
journal = {Ecological Informatics},
volume = {61},
pages = {101236},
year = {2021},
issn = {1574-9541},
doi = {https://doi.org/10.1016/j.ecoinf.2021.101236},
url = {https://www.sciencedirect.com/science/article/pii/S1574954121000273},
author = {Stefan Kahl and Connor M. Wood and Maximilian Eibl and Holger Klinck},
}
@INPROCEEDINGS{sa2,
  author={Zhang, Sai-hua and Zhao, Zhao and Xu, Zhi-yong and Bellisario, Kristen and Pijanowski, Bryan C.},
  booktitle={2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, 
  title={Automatic Bird Vocalization Identification Based on Fusion of Spectral Pattern and Texture Features}, 
  year={2018},
  volume={},
  number={},
  pages={271-275},
  doi={10.1109/ICASSP.2018.8462156}
  }
@article{sa3,
title = {Multileveled ternary pattern and iterative ReliefF based bird sound classification},
journal = {Applied Acoustics},
volume = {176},
pages = {107866},
year = {2021},
issn = {0003-682X},
doi = {https://doi.org/10.1016/j.apacoust.2020.107866},
url = {https://www.sciencedirect.com/science/article/pii/S0003682X20309713},
author = {Turker Tuncer and Erhan Akbal and Sengul Dogan}
}
@incollection{sa4,
  title={Bird Species Identification Based on Images Using Residual Network},
  author={Potluri, Haritha and Vinnakota, Amuktha and Prativada, Naga Pavan and Yelavarti, Kalyan Chakravarti},
  booktitle={Advances in Information Communication Technology and Computing: Proceedings of AICTC 2022},
  pages={559--567},
  year={2023},
  publisher={Springer}
}
@misc{resnet,
      title={Deep Residual Learning for Image Recognition}, 
      author={Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian Sun},
      year={2015},
      eprint={1512.03385},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/1512.03385}, 
}
@article{dataset1,
   title={Fine-Grained Visual-Textual Representation Learning},
   volume={30},
   ISSN={1558-2205},
   url={http://dx.doi.org/10.1109/TCSVT.2019.2892802},
   DOI={10.1109/tcsvt.2019.2892802},
   number={2},
   journal={IEEE Transactions on Circuits and Systems for Video Technology},
   publisher={Institute of Electrical and Electronics Engineers (IEEE)},
   author={He, Xiangteng and Peng, Yuxin},
   year={2020},
   month=feb, pages={520–531} }
@ARTICLE{sa5,
  author={Liu, Hai and Zhang, Cheng and Deng, Yongjian and Xie, Bochen and Liu, Tingting and Li, You-Fu},
  journal={IEEE Transactions on Multimedia}, 
  title={TransIFC: Invariant Cues-aware Feature Concentration Learning for Efficient Fine-grained Bird Image Classification}, 
  year={2023},
  volume={},
  number={},
  pages={1-14},
  keywords={Birds;Feature extraction;Transformers;Image classification;Semantics;Image recognition;Task analysis;Feature extraction;Image classification;Invariant cues;Transformer;Deep learning},
  doi={10.1109/TMM.2023.3238548}}
@InProceedings{dataset2,
author = {Van Horn, Grant and Branson, Steve and Farrell, Ryan and Haber, Scott and Barry, Jessie and Ipeirotis, Panos and Perona, Pietro and Belongie, Serge},
title = {Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2015}
} 
@misc{dataset3,
      title={The DongNiao International Birds 10000 Dataset}, 
      author={Jian Mei and Hao Dong},
      year={2020},
      eprint={2010.06454},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2010.06454}, 
}
@misc{datasetcoco,
      title={Microsoft COCO: Common Objects in Context}, 
      author={Tsung-Yi Lin and Michael Maire and Serge Belongie and Lubomir Bourdev and Ross Girshick and James Hays and Pietro Perona and Deva Ramanan and C. Lawrence Zitnick and Piotr Dollár},
      year={2015},
      eprint={1405.0312},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/1405.0312}, 
}
@Article{datasetvoc,
   author = "Everingham, M. and Eslami, S. M. A. and Van~Gool, L. and Williams, C. K. I. and Winn, J. and Zisserman, A.",
   title = "The Pascal Visual Object Classes Challenge: A Retrospective",
   journal = "International Journal of Computer Vision",
   volume = "111",
   year = "2015",
   number = "1",
   month = jan,
   pages = "98--136",
} 
@inproceedings{datasetmva,
  title={{MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results}},
  author={Yuki Kondo and Norimichi Ukita and Takayuki Yamaguchi and Hao-Yu Hou and Mu-Yi Shen and Chia-Chi Hsu and En-Ming Huang and Yu-Chen Huang and Yu-Cheng Xia and Chien-Yao Wang and Chun-Yi Lee and Da Huo and Marc A. Kastner and Tingwei Liu and Yasutomo Kawanishi and Takatsugu Hirayama and Takahiro Komamizu and Ichiro Ide and  Yosuke Shinya and Xinyao Liu and Guang Liang and Syusuke Yasui},
  booktitle={2023 18th International Conference on Machine Vision and Applications (MVA)},
  note={\url{https://www.mva-org.jp/mva2023/challenge}},
  year={2023}}
@misc{Swint,
      title={Swin Transformer: Hierarchical Vision Transformer using Shifted Windows}, 
      author={Ze Liu and Yutong Lin and Yue Cao and Han Hu and Yixuan Wei and Zheng Zhang and Stephen Lin and Baining Guo},
      year={2021},
      eprint={2103.14030},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2103.14030}, 
}
@misc{centernet,
      title={Objects as Points}, 
      author={Xingyi Zhou and Dequan Wang and Philipp Krähenbühl},
      year={2019},
      eprint={1904.07850},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/1904.07850}, 
}
@INPROCEEDINGS{mva1,
  author={Huo, Da and Kastner, Marc A. and Liu, Tingwei and Kawanishi, Yasutomo and Hirayama, Takatsugu and Komamizu, Takahiro and Ide, Ichiro},
  booktitle={2023 18th International Conference on Machine Vision and Applications (MVA)}, 
  title={Small Object Detection for Birds with Swin Transformer}, 
  year={2023},
  volume={},
  number={},
  pages={1-5},
  keywords={Training;Pedestrians;Machine vision;Object detection;Transformers;Birds;Magnetic heads},
  doi={10.23919/MVA57639.2023.10216093}}
@INPROCEEDINGS{mva2,
  author={Hou, Hao-Yu and Shen, Mu-Yi and Hsu, Chia-Chi and Huang, En-Ming and Huang, Yu-Chen and Xia, Yu-Cheng and Wang, Chien-Yao and Lee, Chun-Yi},
  booktitle={2023 18th International Conference on Machine Vision and Applications (MVA)}, 
  title={Ensemble Fusion for Small Object Detection}, 
  year={2023},
  volume={},
  number={},
  pages={1-6},
  keywords={Machine vision;Object detection;Predictive models;Feature extraction;Birds;Robustness;Faces},
  doi={10.23919/MVA57639.2023.10215748}}
@misc{datsetbr,
  author       = {Roboflow Universe},
  title        = {Tree Branch Detection Dataset},
  howpublished = {\url{https://universe.roboflow.com/fyp-lvrkf/tree-branch-detection}},
  note         = {Accessed: 2024-11-19},
  year         = {2024}
}
@InProceedings{RTDETR,
    author    = {Zhao, Yian and Lv, Wenyu and Xu, Shangliang and Wei, Jinman and Wang, Guanzhong and Dang, Qingqing and Liu, Yi and Chen, Jie},
    title     = {DETRs Beat YOLOs on Real-time Object Detection},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2024},
    pages     = {16965-16974}
}
@InProceedings{DETR,
author="Carion, Nicolas
and Massa, Francisco
and Synnaeve, Gabriel
and Usunier, Nicolas
and Kirillov, Alexander
and Zagoruyko, Sergey",
editor="Vedaldi, Andrea
and Bischof, Horst
and Brox, Thomas
and Frahm, Jan-Michael",
title="End-to-End Object Detection with Transformers",
booktitle="Computer Vision -- ECCV 2020",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="213--229",
isbn="978-3-030-58452-8"
}
@InProceedings{yolov1,
author = {Redmon, Joseph and Divvala, Santosh and Girshick, Ross and Farhadi, Ali},
title = {You Only Look Once: Unified, Real-Time Object Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2016}
}
@ARTICLE{fastrcnn,
  author={Ren, Shaoqing and He, Kaiming and Girshick, Ross and Sun, Jian},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, 
  title={Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks}, 
  year={2017},
  volume={39},
  number={6},
  pages={1137-1149},
  keywords={Proposals;Object detection;Convolutional codes;Feature extraction;Search problems;Detectors;Training;Object detection;region proposal;convolutional neural network},
  doi={10.1109/TPAMI.2016.2577031}}
@InProceedings{yolov2,
author = {Redmon, Joseph and Farhadi, Ali},
title = {YOLO9000: Better, Faster, Stronger},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {7},
year = {2017}
}
@inproceedings{transformer,
 author = {Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, \L ukasz and Polosukhin, Illia},
 booktitle = {Advances in Neural Information Processing Systems},
 editor = {I. Guyon and U. Von Luxburg and S. Bengio and H. Wallach and R. Fergus and S. Vishwanathan and R. Garnett},
 pages = {},
 publisher = {Curran Associates, Inc.},
 title = {Attention is All you Need},
 url = {https://proceedings.neurips.cc/paper_files/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf},
 volume = {30},
 year = {2017}
}
@article{vit,
  title={An image is worth 16x16 words: Transformers for image recognition at scale},
  author={Dosovitskiy, Alexey},
  journal={arXiv preprint arXiv:2010.11929},
  year={2020}
}
@article{dino,
  title={Dino: Detr with improved denoising anchor boxes for end-to-end object detection},
  author={Zhang, Hao and Li, Feng and Liu, Shilong and Zhang, Lei and Su, Hang and Zhu, Jun and Ni, Lionel M and Shum, Heung-Yeung},
  journal={arXiv preprint arXiv:2203.03605},
  year={2022}
}