Gustavo Carneiro

Supervised Learning of Semantic Classes for Image Annotation and Retrieval

Gustavo Carneiro, Antoni B. Chan, Pedro J. Moreno et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2007 · 868 citations

Data Annotation, Multiple Instance Learning, Engineering +21

Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning

Yu Tian, Guansong Pang, Yuanhong Chen et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 440 citations

Natural Language Processing, Anomaly Detection, Machine Learning +15

A deep learning approach for the analysis of masses in mammograms with minimal user intervention

Neeraj Dhungel, Gustavo Carneiro, Andrew P. Bradley · Medical Image Analysis · 2017 · 338 citations

Image Analysis, Machine Learning, Medical Imaging +15

Combining deep learning and level set for the automated segmentation of the left ventricle of the heart from cardiac cine magnetic resonance

Tuan Anh Ngo, Zhi Lu, Gustavo Carneiro · Medical Image Analysis · 2016 · 336 citations

Image Analysis, Machine Learning, Medical Imaging +13

Smart Mining for Deep Metric Learning

Ben Harwood, Vijay Kumar B G, Gustavo Carneiro et al. · 2017 · 330 citations

Geometric Learning, Multiple Instance Learning, Engineering +15