Dual Embedding Expansion for Vehicle Re-identification

no code implementations • 18 Apr 2020 • Clint Sebastian, Raffaele Imbriaco, Egor Bondarev, Peter H. N. de With

In contrast, our work concentrates on re-ranking and embedding expansion techniques.

Attribute Image Retrieval +4

Contextual Pyramid Attention Network for Building Segmentation in Aerial Imagery

no code implementations • 15 Apr 2020 • Clint Sebastian, Raffaele Imbriaco, Egor Bondarev, Peter H. N. de With

Building extraction from aerial images has several applications in problems such as urban planning, change detection, and disaster management.

Change Detection Management +3

Adversarial Loss for Semantic Segmentation of Aerial Imagery

no code implementations • 13 Jan 2020 • Clint Sebastian, Raffaele Imbriaco, Egor Bondarev, Peter H. N. de With

We also perform ablation studies to understand the impact of the adversarial loss.

Change Detection Management +1

Aggregated Deep Local Features for Remote Sensing Image Retrieval

no code implementations • 22 Mar 2019 • Raffaele Imbriaco, Clint Sebastian, Egor Bondarev, Peter H. N. de With

In this paper, we present an image retrieval pipeline that uses attentive, local convolutional features and aggregates them using the Vector of Locally Aggregated Descriptors (VLAD) to produce a global descriptor.

Dimensionality Reduction Image Retrieval +1

Towards Accurate Camera Geopositioning by Image Matching

no code implementations • 13 Mar 2019 • Raffaele Imbriaco, Clint Sebastian, Egor Bondarev, Peter de With

The matching of the query image is obtained with a recall@5 larger than 90% for panorama-to-panorama matching.

Clustering Position