Publications

(=) denotes equal contribution.

Journal and Conference Papers

Presence-Only Geographical Priors for Fine-Grained Image Classification
O. Mac Aodha, E. Cole, P. Perona
ICCV, 2019
[paper] [webpage] [code] [demo] [video]

Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography
T. DuBose, D. Cunefare, E. Cole, P. Milanfar, J. Izatt, S. Farsiu
IEEE Transactions on Medical Imaging, 2018
[paper]

Enhanced visualization of peripheral retinal vasculature with wavefront sensorless adaptive optics optical coherence tomography angiography in diabetic patients
J. Polans, D. Cunefare, E. Cole, B. Keller, P. Mettu, S. Cousins, M. Allingham, J. Izatt, S. Farsiu
Optics Letters, 2017
[paper]

Wide Field-of-View Wavefront Sensorless Adaptive Optics Optical Coherence Tomography for Enhanced Imaging of the Peripheral Retina
J. Polans, B. Keller, O. Carrasco-Zevallos, F. LaRocca, E. Cole, H. Whitson, E. Lad, S. Farsiu, J. Izatt
Biomedical Optics Express, 2017
[paper]

Computational Sprinting: Architecture, Dynamics, and Strategies
S. Zahedi, S. Fan, M. Faw, E. Cole, B. Lee
ACM Transactions on Computer Systems, 2017
[paper]

Seismic survey noise disrupted fish use of a temperate reef
A. Paxton, J. Taylor, D. Nowacek, J. Dale, E. Cole, C. Voss, C. Peterson
Marine Policy, 2017
[paper]
Media: [Vox] [The News & Observer] [Public Radio East] [UNC-TV]
This work was also cited in a letter from 103 members of the U.S. Congress opposing oil and gas exploration in the Atlantic Ocean.

SyPRID Sampler: A Large-Volume, High-Resolution, Autonomous, Deep-Ocean Precision Plankton Sampling System
A. Billings, C. Kaiser, C. Young, L. Hiebert, E. Cole, J. Wagner, C. Van Dover
Deep-Sea Research Part II: Topical Studies in Oceanography, 2016
[paper]
Media: [Scientific American] [WHOI Press Release]

An ocean sensor for measuring the seawater electrochemical response of 8 metals referenced to zinc, for determining ocean pH
M. Brooke, E. Cole, J. Dale, A. Prasad, H. Quach, B. Bau, E. Bhatt, D. Nowacek
IEEE International Conference on Sensing Technology, 2015
[paper]

Workshop and Dataset Papers

The iWildCam 2020 Competition Dataset
Sara Beery, Elijah Cole, Arvi Gjoka
CVPR Workshop on Fine-Grained Visual Categorization, 2020
[paper]

The GeoLifeCLEF 2020 Dataset
Elijah Cole (=), Benjamin Deneu (=), Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly
ArXiv Preprint, 2020
[paper]

LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges
A. Joly, H. Goëau, S. Kahl, C. Botella, R. Ruiz de Castaneda, H. Glotin, E. Cole, J. Champ, B. Deneu, M. Servajean, T. Lorieul, W. Vellinga, F. Stöter, A. Durso, P. Bonnet, H. Müller
ECIR, 2020
[paper]

Presence-Only Geographical Priors for Fine-Grained Image Classification
O. Mac Aodha, E. Cole, P. Perona
ICCV Workshop on Computer Vision for Wildlife Conservation, Featured Existing Work Track, 2019 (Oral)
[paper]