GPU acceleration of content-based image retrieval based on SIFT descriptors

Y Kusamura, Y Kozawa, T Amagasa… - … on Network-Based …, 2016 - ieeexplore.ieee.org
Content-based image retrieval (CBIR) is to retrieve images from a database that are similar
to a query image. In CBIR, to compute the similarity between two images, feature vectors are …

GPU-based MapReduce for large-scale near-duplicate video retrieval

H Wang, F Zhu, B **, S Yan… - 2013 IEEE 10th …, 2013 - ieeexplore.ieee.org
Scale Invariance Feature Transform (SIFT) is quite suitable for image matching because of
its invariance to image scaling, rotation and slight changes in illumination or viewpoint …

Gpu-based postgresql extensions for scalable high-throughput pattern matching

G Scott, M England, K Melkowski… - 2014 22nd …, 2014 - ieeexplore.ieee.org
Numerous fields require large-scale pattern matching to achieve a variety of computational
goals. Herein, we present novel graphics processing unit (GPU) extensions that facilitate …

Efficient Content-based Image Retrieval for Position Estimation on GPU

Y Kusamura, T Amagasa, H Kitagawa… - Proceedings of the 15th …, 2017 - dl.acm.org
We propose an efficient content-based image retrieval (CBIR) method for position estimation
of mobile devices. The idea is to use videos of first-person vision associated with …

Efficient Position Estimation Based on GPU-Accelerated Content-based Image Retrieval

Y Kusamura, T Amagasa… - Journal of Mobile …, 2018 - journals.riverpublishers.com
We propose an efficient position estimation method based on GPUaccelerated content-
based image retrieval (CBIR). The idea is to use videos of first-person vision associated with …

Fast Binary Descriptor Search for Keypoint Matching by Norm Ordering

M Sugimura, T Baba, R Tanaka - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Keypoint matching between images is an important technique for computer vision
applications such as image retrieval. Although binary feature descriptors such as BRIEF …

FC4 Fuzzy Rules System Acquisition of Complex System Using Interactive Evolutionary Computation

DY Lu, T Onisawa - 2009 Sixth International Conference on …, 2009 - ieeexplore.ieee.org
Ideal fuzzy rules systems are supposed to be flexible, complete, consistent, compact and
comprehensible (FC4). This paper describes the use of the interactive genetic algorithms …

GPU を用いた類似画像検索の高速化

草村優太, 小澤佑介, 天笠俊之… - 第 78 回全国大会講演論文 …, 2016 - ipsj.ixsq.nii.ac.jp
論文抄録 画像集合の中からクエリ画像と視覚的に類似した画像を見つけ出す処理を,
類似画像検索と呼ぶ. **年の類似画像検索は画像から抽出される特徴量を用いて行うことが主流で …