3 papers
cs.CV2019
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning
Dina B. Efremova, Mangalam Sankupellay, Dmitry A. Konovalov
Deep learning Convolutional Neural Network (CNN) models are powerful classification models but require a large amount of training data. In niche domains such as bird acoustics, it…
eess.IV2019
Automatic segmentation of kidney and liver tumors in CT images
Dina B. Efremova, Dmitry A. Konovalov, Thanongchai Siriapisith +2
Automatic segmentation of hepatic lesions in computed tomography (CT) images is a challenging task to perform due to heterogeneous, diffusive shape of tumors and complex background…
cs.CV2019
Automatic Weight Estimation of Harvested Fish from Images
Dmitry A. Konovalov, Alzayat Saleh, Dina B. Efremova +2
Approximately 2,500 weights and corresponding images of harvested Lates calcarifer (Asian seabass or barramundi) were collected at three different locations in Queensland, Australi…