IEICE Trans

Keyword : image classification

A Hybrid Bayesian-Convolutional Neural Network for Adversarial Robustness Thi Thu Thao KHONG Takashi NAKADA Yasuhiko NAKASHIMA
Publication: Publication Date: 2022/07/01 Vol. E105-D No. 7 ; pp. 1308-1319 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: Bayesian neural network, convolutional neural network, adversarial robustness, image classification,
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Triple Loss Based Framework for Generalized Zero-Shot Learning Yaying SHEN Qun LI Ding XU Ziyi ZHANG Rui YANG
Publication: Publication Date: 2022/04/01 Vol. E105-D No. 4 ; pp. 832-835 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: generalized zero-shot learning, triple loss, image classification, variational autoencoder,
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Latent Space Virtual Adversarial Training for Supervised and Semi-Supervised Learning Genki OSADA Budrul AHSAN Revoti PRASAD BORA Takashi NISHIDE
Publication: Publication Date: 2022/03/01 Vol. E105-D No. 3 ; pp. 667-678 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: consistency regularization, adversarial training, image classification, semi-supervised learning, and unsupervised learning,
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Recursive Multi-Scale Channel-Spatial Attention for Fine-Grained Image Classification Dichao LIU Yu WANG Kenji MASE Jien KATO
Publication: Publication Date: 2022/03/01 Vol. E105-D No. 3 ; pp. 713-726 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: attention module, gated convolution, attention mechanism, image classification, fine-grained image recognition,
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Consistency Regularization on Clean Samples for Learning with Noisy Labels Yuichiro NOMURA Takio KURITA
Publication: Publication Date: 2022/02/01 Vol. E105-D No. 2 ; pp. 387-395 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: deep learning, noisy labels, image classification, consistency regularization,
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Searching and Learning Discriminative Regions for Fine-Grained Image Retrieval and Classification Kangbo SUN Jie ZHU
Publication: Publication Date: 2022/01/01 Vol. E105-D No. 1 ; pp. 141-149 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: fine-grained, image retrieval, image classification, attention, metric learning,
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Flexible Bayesian Inference by Weight Transfer for Robust Deep Neural Networks Thi Thu Thao KHONG Takashi NAKADA Yasuhiko NAKASHIMA
Publication: Publication Date: 2021/11/01 Vol. E104-D No. 11 ; pp. 1981-1991 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: Deep Neural Network, Bayesian Neural Network, image classification, adversarial attacks, adversarial training,
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SP-DARTS: Synchronous Progressive Differentiable Neural Architecture Search for Image Classification Zimin ZHAO Ying KANG Aiqin HOU Daguang GAN
Publication: Publication Date: 2021/08/01 Vol. E104-D No. 8 ; pp. 1232-1238 Type of Manuscript: Special Section PAPER (Special Section on Computational Intelligence and Big Data for Scientific and Technological Resources and Services) Category: Keyword: NAS, DARTS, skip operation, synchronous progressive, image classification,
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CJAM: Convolutional Neural Network Joint Attention Mechanism in Gait Recognition Pengtao JIA Qi ZHAO Boze LI Jing ZHANG
Publication: Publication Date: 2021/08/01 Vol. E104-D No. 8 ; pp. 1239-1249 Type of Manuscript: Special Section PAPER (Special Section on Computational Intelligence and Big Data for Scientific and Technological Resources and Services) Category: Keyword: image classification, gait recognition, deep learning, convolutional neural networks, attention mechanism,
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SLIT: An Energy-Efficient Reconfigurable Hardware Architecture for Deep Convolutional Neural Networks Thi Diem TRAN Yasuhiko NAKASHIMA
Publication: Publication Date: 2021/07/01 Vol. E104-C No. 7 ; pp. 319-329 Type of Manuscript: Special Section PAPER (Special Section on Solid-State Circuit Design — Architecture, Circuit, Device and Design Methodology) Category: Keyword: primary visual cortex, image classification, convolutional neural network, hardware architecture, FPGA, feature extraction,
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Backbone Alignment and Cascade Tiny Object Detecting Techniques for Dolphin Detection and Classification Yih-Cherng LEE Hung-Wei HSU Jian-Jiun DING Wen HOU Lien-Shiang CHOU Ronald Y. CHANG
Publication: Publication Date: 2021/04/01 Vol. E104-A No. 4 ; pp. 734-743 Type of Manuscript: PAPER Category: Image Keyword: object detection, deep learning, object segmentation, rotation measurement, image classification,
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Multi-Task Convolutional Neural Network Leading to High Performance and Interpretability via Attribute Estimation Keisuke MAEDA Kazaha HORII Takahiro OGAWA Miki HASEYAMA
Publication: Publication Date: 2020/12/01 Vol. E103-A No. 12 ; pp. 1609-1612 Type of Manuscript: Special Section LETTER (Special Section on Smart Multimedia & Communication Systems) Category: Neural Networks and Bioengineering Keyword: multi-task convolutional neural network, image classification, attribute estimation, interpretability,
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A Semantic Similarity Supervised Autoencoder for Zero-Shot Learning Fengli SHEN Zhe-Ming LU
Publication: Publication Date: 2020/06/01 Vol. E103-D No. 6 ; pp. 1419-1422 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: zero-shot learning, autoencoder, image classification,
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Evaluating Deep Learning for Image Classification in Adversarial Environment Ye PENG Wentao ZHAO Wei CAI Jinshu SU Biao HAN Qiang LIU
Publication: Publication Date: 2020/04/01 Vol. E103-D No. 4 ; pp. 825-837 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: adversarial environment, deep learning, evaluating metrics, image classification, security evaluation,
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Deep Relational Model: A Joint Probabilistic Model with a Hierarchical Structure for Bidirectional Estimation of Image and Labels Toru NAKASHIKA
Publication: Publication Date: 2018/02/01 Vol. E101-D No. 2 ; pp. 428-436 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: image classification, image generation, deep learning, generative model, Boltzmann distribution,
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Codebook Learning for Image Recognition Based on Parallel Key SIFT Analysis Feng YANG Zheng MA Mei XIE
Publication: Publication Date: 2017/04/01 Vol. E100-D No. 4 ; pp. 927-930 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: codebook learning, image classification, parallel key SIFT analysis, ScSPM,
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Efficient Two-Step Middle-Level Part Feature Extraction for Fine-Grained Visual Categorization Hideki NAKAYAMA Tomoya TSUDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/06/01 Vol. E99-D No. 6 ; pp. 1626-1634 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: image classification, fine-grained categorization, part-based features, dimensionality reduction,
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Collaborative Representation Graph for Semi-Supervised Image Classification Junjun GUO Zhiyong LI Jianjun MU
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2015/08/01 Vol. E98-A No. 8 ; pp. 1871-1874 Type of Manuscript: LETTER Category: Image Keyword: image classification, collaborative representation, semi-supervised learning, graph construction,
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Improvements of Local Descriptor in HOG/SIFT by BOF Approach Zhouxin YANG Takio KURITA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/05/01 Vol. E97-D No. 5 ; pp. 1293-1303 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: bag of features, connection with HOG/SIFT, pedestrian detection, scene matching, image classification,
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Locality-Constrained Multi-Task Joint Sparse Representation for Image Classification Lihua GUO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2013/09/01 Vol. E96-D No. 9 ; pp. 2177-2181 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: image classification, multi-task learning, sparse representation, manifold learning,
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Incorporating Top-Down Guidance for Extracting Informative Patches for Image Classification Shuang BAI Tetsuya MATSUMOTO Yoshinori TAKEUCHI Hiroaki KUDO Noboru OHNISHI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/03/01 Vol. E95-D No. 3 ; pp. 880-883 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: patch sampling, informative regions, image classification,
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Extraction of Combined Features from Global/Local Statistics of Visual Words Using Relevant Operations Tetsu MATSUKAWA Takio KURITA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2010/10/01 Vol. E93-D No. 10 ; pp. 2870-2874 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: combined feature, bag-of-features, feature selection, image classification,
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Local Subspace Classifier with Transform-Invariance for Image Classification Seiji HOTTA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/06/01 Vol. E91-D No. 6 ; pp. 1756-1763 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: local subspace classifier, transform-invariance, tangent distance, kernel mapping, image classification,
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Polarimetric SAR Image Classification Using Support Vector Machines Seisuke FUKUDA Haruto HIROSAWA
Publication: IEICE TRANSACTIONS on Electronics Publication Date: 2001/12/01 Vol. E84-C No. 12 ; pp. 1939-1945 Type of Manuscript: Special Section PAPER (Special Issue on New Technologies in Signal Processing for Electromagnetic-wave Sensing and Imaging) Category: Keyword: support vector machine, polarimetry, SAR, image classification, kernel,
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A Hierarchical Classifier for Multispectral Satellite Imagery Abdesselam BOUZERDOUM
Publication: IEICE TRANSACTIONS on Electronics Publication Date: 2001/12/01 Vol. E84-C No. 12 ; pp. 1952-1958 Type of Manuscript: Special Section PAPER (Special Issue on New Technologies in Signal Processing for Electromagnetic-wave Sensing and Imaging) Category: Keyword: neural network, multilayer perceptrons, image classification, satellite imagery, committee machines,
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A New Approach to Ultrasonic Liver Image Classification Jiann-Shu LEE Yung-Nien SUN Xi-Zhang LIN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2000/06/25 Vol. E83-D No. 6 ; pp. 1301-1308 Type of Manuscript: PAPER Category: Medical Engineering Keyword: diffuse liver disease, image classification, sonogram, wavelet transforms, multiscale,
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Image Classification Using Kolmogorov Complexity Measure with Randomly Extracted Blocks Jun KONG Zheru CHI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1998/11/25 Vol. E81-D No. 11 ; pp. 1239-1246 Type of Manuscript: PAPER Category: Image Processing,Computer Graphics and Pattern Recognition Keyword: complexity measures, Kolmogorov complexity, image classification, document image analysis and understanding,
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The Surface-Shape Operator and Multiscale Approach for Image Classification Phongsuphap SUKANYA Ryo TAKAMATSU Makoto SATO
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1998/08/25 Vol. E81-A No. 8 ; pp. 1683-1689 Type of Manuscript: Special Section PAPER (Special Section on Digital Signal Processing) Category: Keyword: image analysis, image classification, invariant features, scale space, texture analysis, topographic structure,
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Fast Image Generation Method for Animation Jin-Han KIM Chong-Min KYUNG
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1992/06/25 Vol. E75-A No. 6 ; pp. 691-700 Type of Manuscript: Special Section PAPER (Special Section of Papers Selected from 1991 Joint Technical Conference on Circuits/Systems, Computers and Communications (JTC-CSCC '91)) Category: Combinational/Numerical/Graphic Algorithms Keyword: computer graphics, image classification, image interpolation,
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