Giorgos Tolias

Particular object retrieval with integral max-pooling of CNN activations

Giorgos Tolias, Ronan Sicre, Hervé Jeǵou · arXiv (Cornell University) · 2015 · 673 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +12

To Aggregate or Not to aggregate: Selective Match Kernels for Image Search

Giorgos Tolias, Yannis Avrithis, Hervé Jeǵou · 2013 · 218 citations

Engineering, Machine Learning, Image Retrieval +21

Fine-Tuning CNN Image Retrieval with No Human Annotation

Filip Radenović, Giorgos Tolias, Ondřej Chum · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 195 citations · Full text

Convolutional Neural Network, No Human Annotation, Machine Learning +18

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations

Ahmet İşcen, Giorgos Tolias, Yannis Avrithis et al. · 2017 · 181 citations · Full text

Geometric Learning, Unseen Queries, Machine Learning +23

CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples

Filip Radenović, Giorgos Tolias, Ondřej Chum · Lecture notes in computer science · 2016 · 177 citations · Full text