Results 221 to 230 of about 116,908 (254)

Lacking data? No worries! How synthetic images can alleviate image scarcity in wildlife surveys: A case study with muskox (Ovibos moschatus)

Remote Sensing in Ecology and Conservation, EarlyView.
This study investigates the integration of synthetic imagery, created with diffusion‐based models, to supplement limited training data and improve muskox (Ovibos moschatus) detection in zero‐shot (ZS) and few‐shot (FS) settings. ZS models detected more than 80% of muskoxen in real images, confirming the potential of synthetic data as a substitute for ...
Simon Durand, Samuel Foucher, Alexandre Delplanque, Joëlle Taillon, Jérôme Théau   +4 more
wiley   +1 more source

Enhancing buckwheat maturity classification with generative adversarial networks for spectroscopy data augmentation. [PDF]

Front Plant Sci
Wang H, Che X, Nan J, Miao Y, Wang Y, Zhang W, Li F, Han J.   +7 more
europepmc   +1 more source

Deep learning‐based super‐resolution reconstruction and improved YOLOv9 for efficient benthos detection: a case study at Lake Hamana, Japan

Remote Sensing in Ecology and Conservation, EarlyView.
This study presents a UAV‐based framework that integrates deep learning‐based super‐resolution reconstruction and an enhanced YOLO detector to improve centimetre‐scale benthic organism monitoring. Using hermit crabs in Lake Hamana, a coastal lagoon in Japan, as a case study, the method substantially enhanced small‐object detection performance ...
Fan Zhao, Bangzhang Ma, Dianhan Xi, Jiaqi Wang, Yijia Chen, Yongying Liu, Xinlei Shao, Mowen Zhang, Guocheng Zhang, Jundong Chen, Katsunori Mizuno   +10 more
wiley   +1 more source

Defending against and generating adversarial examples together with generative adversarial networks. [PDF]

Sci Rep
Wang Y, Liao X, Cui W, Yang Y.
europepmc   +1 more source

Task-guided generative adversarial networks for synthesizing and augmenting structural connectivity matrices for connectivity-based prediction. [PDF]

Netw Neurosci
Yamamoto T, Sugiura T, Hiroyasu T, Hiwa S.   +3 more
europepmc   +1 more source

Gated attention based generative adversarial networks for imbalanced credit card fraud detection. [PDF]

PeerJ Comput Sci
Ge J, Yin L, Zhang S, Zhao X.
europepmc   +1 more source

Applications of generative adversarial networks in the diagnosis, prognosis, and treatment of ophthalmic diseases. [PDF]

Graefes Arch Clin Exp Ophthalmol
Doorly R, Ong J, Waisberg E, Sarker P, Zaman N, Tavakkoli A, Lee AG.   +6 more
europepmc   +1 more source

Fusing residual dense and attention in generative adversarial networks for super-resolution of medical images. [PDF]

Quant Imaging Med Surg
Zhang Q, Min B, Hang Y, Chen H, Qiu J.
europepmc   +1 more source

Generative Adversarial Networks With Radiomics Supervision for Lung Lesion Generation. [PDF]

IEEE Trans Biomed Eng
Li J, Pan S, Zhang X, Lin CT, Stayman JW, Gang GJ.   +5 more
europepmc   +1 more source