Towards Automatic Cetacean Photo-Identification: A Framework for
Fine-Grain, Few-Shot Learning in Marine Ecology

Towards Automatic Cetacean Photo-Identification: A Framework for Fine-Grain, Few-Shot Learning in Marine Ecology

7 December 2022

Cameron Trotter

Barbara J. Cheney

Mònica Arso Civil

Papers citing "Towards Automatic Cetacean Photo-Identification: A Framework for Fine-Grain, Few-Shot Learning in Marine Ecology"

13 / 13 papers shown

Title
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data Jungbeom Lee Seong Joon Oh Sangdoo Yun Junsuk Choe Eunji Kim Sung-Hoon Yoon WSOL OOD 481 88 0 08 Mar 2022
NDD20: A large-scale few-shot dolphin dataset for coarse and fine-grained categorisation Cameron Trotter Georgia Atkinson Matt Sharpe Kirsten Richardson Stephen McGough Nick Wright Ben Burville Per Berggren 42 22 0 27 May 2020
Two-View Fine-grained Classification of Plant Species Voncarlos M. Araújo A. Britto L. S. Oliveira Alessandro Lameiras Koerich 43 20 0 18 May 2020
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 555 5,769 0 25 Jul 2019
Individual common dolphin identification via metric embedding learning Soren Bouma Matthew D. M. Pawley K. Hupman A. Gilman 40 32 0 09 Jan 2019
Integral Curvature Representation and Matching Algorithms for Identification of Dolphins and Whales Hendrik J. Weideman Zachary M. Jablons Jason A. Holmberg Kiirsten Flynn J. Calambokidis ... Jason B. Allen R. Wells K. Hupman K. Urian Charles V. Stewart 62 40 0 25 Aug 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 338 13,123 0 12 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 375 43,524 0 01 May 2014
Unsupervised Threshold for Automatic Extraction of Dolphin Dorsal Fin Outlines from Digital Photographs in DARWIN (Digital Analysis and Recognition of Whale Images on a Network) Scott A. Hale 63 8 0 18 Feb 2012

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