ACTNET: End-to-End Learning of Feature Activations and Multi-stream Aggregation for Effective Instance Image Retrieval

Graph-based particular object discovery

(2019) Oriane Siméoni et al.   MACHINE VISION AND APPLICATIONS

REMAP: Multi-Layer Entropy-Guided Pooling of Dense CNN Features for Image Retrieval

(2019) Syed Sameed Husain et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

NetVLAD: CNN Architecture for Weakly Supervised Place Recognition

(2018) Relja Arandjelovic et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Adaptive activation functions in convolutional neural networks

(2018) Sheng Qian et al.   NEUROCOMPUTING

Unsupervised Semantic-based Aggregation of Deep Convolutional Features

(2018) Jian Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Unifying Sum and Weighted Aggregations for Efficient Yet Effective Image Representation Computation

(2018) Shanmin Pang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Improving Large-Scale Image Retrieval Through Robust Aggregation of Local Descriptors

(2017) Syed Sameed Husain et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

End-to-End Learning of Deep Visual Representations for Image Retrieval

(2017) Albert Gordo et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Factors of Transferability for a Generic ConvNet Representation

(2016) Hossein Azizpour et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Aggregating Local Image Descriptors into Compact Codes

(2011) H. Jegou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Improving Bag-of-Features for Large Scale Image Search

(2009) Hervé Jégou et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Speeded-Up Robust Features (SURF)

(2008) Herbert Bay et al.   COMPUTER VISION AND IMAGE UNDERSTANDING