Update README.md

README.md

@@ -146,11 +146,13 @@ This dataset was created to promote awareness of marine biodiversity and to supp
 If you use this dataset in your research, please cite it as follows:
 
 ```bibtex
-@dataset{BackHome19K,
-  title = {BackHome19K},
-  author = {FIFCO},
-  year = {2025},
-  publisher = {Hugging Face},
-  url = {https://huggingface.co/datasets/FIFCO/BackHome19K}
+@misc{valverde2025homecomputervisionsolution,
+      title={Back Home: A Computer Vision Solution to Seashell Identification for Ecological Restoration}, 
+      author={Alexander Valverde and Luis Solano and André Montoya},
+      year={2025},
+      eprint={2501.04873},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2501.04873}, 
 }
 ```