Computer Vision for Ecology

Fine-Grained Beetle Taxonomy with Vision Models: A Benchmark on Long-Tailed and Domain-Adaptive Classification

S M Rayeed,

Alyson East,

Samuel Stevens,

Synde Record,

Charles V. Stewart

[pdf] [supp]

[bibtex]

@InProceedings{Rayeed_2025_ICCV, author = {Rayeed, S M and East, Alyson and Stevens, Samuel and Record, Synde and Stewart, Charles V.}, title = {Fine-Grained Beetle Taxonomy with Vision Models: A Benchmark on Long-Tailed and Domain-Adaptive Classification}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5093-5099} }

Divide and Conquer: Structured Reranking for Expert-Level Ecological Image Retrieval

Asmi Kumar,

Edward Vendrow,

Sara Beery

[pdf] [supp]

[bibtex]

@InProceedings{Kumar_2025_ICCV, author = {Kumar, Asmi and Vendrow, Edward and Beery, Sara}, title = {Divide and Conquer: Structured Reranking for Expert-Level Ecological Image Retrieval}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5116-5125} }

Species-level Detection and Tracking of Caribbean Coral Reef Fish

Levi Cai,

Austin Greene,

Daniel Yang,

Nadège Aoki,

Sierra D. Jarriel,

Jasper Ha,

Nathan Formel,

T. Aran Mooney,

Yogesh Girdhar

[pdf]

[bibtex]

@InProceedings{Cai_2025_ICCV, author = {Cai, Levi and Greene, Austin and Yang, Daniel and Aoki, Nad\`ege and Jarriel, Sierra D. and Ha, Jasper and Formel, Nathan and Mooney, T. Aran and Girdhar, Yogesh}, title = {Species-level Detection and Tracking of Caribbean Coral Reef Fish}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5088-5092} }

Bridging Domain Gaps for Fine-Grained Moth Classification Through Expert-Informed Adaptation and Foundation Model Priors

Ross J. Gardiner,

Guillaume Mougeot,

Sareh Rowlands,

Benno I. Simmons,

Flemming Helsing,

Toke Thomas Høye

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Gardiner_2025_ICCV, author = {Gardiner, Ross J. and Mougeot, Guillaume and Rowlands, Sareh and Simmons, Benno I. and Helsing, Flemming and H{\o}ye, Toke Thomas}, title = {Bridging Domain Gaps for Fine-Grained Moth Classification Through Expert-Informed Adaptation and Foundation Model Priors}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5110-5115} }

Back Home: A Computer Vision Solution to Seashell Identification for Ecological Restoration

Alexander Valverde,

Luis Fernando Solano Coto,

André Montoya Fernández

[pdf] [supp]

[bibtex]

@InProceedings{Valverde_2025_ICCV, author = {Valverde, Alexander and Coto, Luis Fernando Solano and Fern\'andez, Andr\'e Montoya}, title = {Back Home: A Computer Vision Solution to Seashell Identification for Ecological Restoration}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {5100-5109} }