Search Results - "FUKUI, Kazuhiro"

HEp-2 cell classification using rotation invariant co-occurrence among local binary patterns by Nosaka, Ryusuke, Fukui, Kazuhiro

“…This paper proposes a novel method for classifying six categories of patterns of fluorescence staining of a HEp-2 cell. The proposed method is constructed as a…”
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Difference Subspace and Its Generalization for Subspace-Based Methods by Fukui, Kazuhiro, Maki, Atsuto

“…Subspace-based methods are known to provide a practical solution for image set-based object recognition. Based on the insight that local shape differences…”
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Discriminant Feature Extraction by Generalized Difference Subspace by Fukui, Kazuhiro, Sogi, Naoya, Kobayashi, Takumi, Xue, Jing-Hao, Maki, Atsuto

“…In this paper, we reveal the discriminant capacity of orthogonal data projection onto the generalized difference subspace (GDS), both theoretically and…”
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Constrained mutual convex cone method for image set based recognition by Sogi, Naoya, Zhu, Rui, Xue, Jing-Hao, Fukui, Kazuhiro

“…•Propose novel image-set classification frameworks based on convex cone representation.•Define the similarity between two convex cones.•Introduce…”
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A Novel Separating Hyperplane Classification Framework to Unify Nearest-Class-Model Methods for High-Dimensional Data by Zhu, Rui, Wang, Ziyu, Sogi, Naoya, Fukui, Kazuhiro, Xue, Jing-Hao

“…In this article, we establish a novel separating hyperplane classification (SHC) framework to unify three nearest-class-model methods for high-dimensional…”
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Text classification based on the word subspace representation by Shimomoto, Erica K., Portet, François, Fukui, Kazuhiro

“…In this paper, we propose a novel framework for text classification based on subspace-based methods. Recent studies showed the advantages of modeling texts as…”
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Slow feature subspace: A video representation based on slow feature analysis for action recognition by Beleza, Suzana Rita Alves, Shimomoto, Erica K., Souza, Lincon S., Fukui, Kazuhiro

“…This paper proposes a new video representation for subspace-based action recognition. Traditional subspace-based methods represent a video as a subspace by…”
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Natural Image Decay With a Decay Effects Generator by Hao, Guoqing, Iizuka, Satoshi, Hara, Kensho, Kataoka, Hirokatsu, Fukui, Kazuhiro

“…We present a novel framework for simulating time-varying decay effects for natural images. Conventional methods assume the input image includes enough decay…”
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Inhibition of swarming motility of Pseudomonas aeruginosa by branched-chain fatty acids by Inoue, Tetsuyoshi, Shingaki, Ryuji, Fukui, Kazuhiro

“…Pseudomonas aeruginosa is capable of moving by swimming, swarming, and twitching motilities. In this study, we investigated the effects of fatty acids on…”
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Controllable multi-domain semantic artwork synthesis by Huang, Yuantian, Iizuka, Satoshi, Simo-Serra, Edgar, Fukui, Kazuhiro

“…We present a novel framework for the multi-domain synthesis of artworks from semantic layouts. One of the main limitations of this challenging task is the lack…”
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Randomized time warping for motion recognition by Suryanto, Chendra Hadi, Xue, Jing-Hao, Fukui, Kazuhiro

“…Dynamic time warping (DTW) has been widely used for the alignment and comparison of two sequential patterns. In DTW, dynamic programming is used to avoid an…”
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Genome-Wide Screening of Genes Required for Swarming Motility in Escherichia coli K-12 by INOUE, Tetsuyoshi, SHINGAKI, Ryuji, HIROSE, Shotaro, WAKI, Kaori, MORI, Hirotada, FUKUI, Kazuhiro

“…Article Usage Stats Services JB Citing Articles Google Scholar PubMed Related Content Social Bookmarking CiteULike Delicious Digg Facebook Google+ Mendeley…”
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Building a discriminatively ordered subspace on the generating matrix to classify high-dimensional spectral data by Zhu, Rui, Fukui, Kazuhiro, Xue, Jing-Hao

“…Soft independent modelling of class analogy (SIMCA) is a widely-used subspace method for spectral data classification. However, since the class subspaces are…”
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Structural Class Classification of 3D Protein Structure Based on Multi-View 2D Images by Suryanto, Chendra Hadi, Saigo, Hiroto, Fukui, Kazuhiro

“…Computing similarity or dissimilarity between protein structures is an important task in structural biology. A conventional method to compute protein structure…”
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Temporal-stochastic tensor features for action recognition by Batalo, Bojan, Souza, Lincon S., Gatto, Bernardo B., Sogi, Naoya, Fukui, Kazuhiro

“…In this paper, we propose Temporal-Stochastic Product Grassmann Manifold (TS-PGM), an efficient method for tensor classification in tasks such as gesture and…”
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Efficient Malware Analysis Using Subspace-Based Methods on Representative Image Patterns by Djafer Yahia M, Benchadi, Batalo, Bojan, Fukui, Kazuhiro

“…In this paper, we propose a new framework for classifying and visualizing malware files using subspace-based methods. The rise of advanced malware poses a…”
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Action Recognition Method Based on Sets of Time Warped ARMA Models by Sogi, Naoya, Fukui, Kazuhiro

“…In this paper, we propose a novel method for recognizing human actions from sequential body skeleton data. Our method is based on ARMA (Autoregressive Mean…”
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A semi-supervised convolutional neural network based on subspace representation for image classification by Gatto, Bernardo B., Souza, Lincon S., dos Santos, Eulanda M., Fukui, Kazuhiro, S. Júnior, Waldir S., dos Santos, Kenny V.

“…This work presents a shallow network based on subspaces with applications in image classification. Recently, shallow networks based on PCA filter banks have…”
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Grassmann Singular Spectrum Analysis for Bioacoustics Classification by Souza, Lincon S., Gatto, Bernardo B., Fukui, Kazuhiro

“…Bioacoustic signal classification is a powerful tool for biologists, assisting in tasks such as environmental monitoring of biomes in areas of difficult…”
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Fukunaga–Koontz Convolutional Network with Applications on Character Classification by Gatto, Bernardo B., dos Santos, Eulanda M., Fukui, Kazuhiro, Júnior, Waldir S. S., dos Santos, Kenny V.

“…Several convolutional neural network architectures have been proposed for handwritten character recognition. However, most of the conventional architectures…”
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