44 citations · 47 across the 9 of their papers we have counts for
3 papers · 1 filter
Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations
Woo-Jeoung Nam, Jaesik Choi, Seong-Whan Lee
The clear transparency of Deep Neural Networks (DNNs) is hampered by complex internal structures and nonlinear transformations along deep hierarchies. In this paper, we propose a n…
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning
Hyunseung Chung, Woo-Jeoung Nam, Seong-Whan Lee
Remote sensing image retrieval (RSIR) is the process of ranking database images depending on the degree of similarity compared to the query image. As the complexity of RSIR increas…
A Two-Stream Symmetric Network with Bidirectional Ensemble for Aerial Image Matching
Jae-Hyun Park, Woo-Jeoung Nam, Seong-Whan Lee
In this paper, we propose a novel method to precisely match two aerial images that were obtained in different environments via a two-stream deep network. By internally augmenting t…