Takumi Kobayashi

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Disentangled convolution for optimizing receptive field.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., May, 2023

Discriminant Feature Extraction by Generalized Difference Subspace.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Grassmannian learning mutual subspace method for image set recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2023

End-to-End Trainable Weakly Non-Negative Factorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Two-Way Multi-Label Loss.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Domain-Sum Feature Transformation For Multi-Target Domain Adaptation.

[BibT_eX]

[DOI]

Lincon S. Souza

Kazuhiro Fukui

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Extractive Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Rotation Regularization Without Rotation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Mutual Conditional Probability for Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Phase-wise Parameter Aggregation For Improving SGD Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Group Softmax Loss with Discriminative Feature Grouping.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

T-vMF Similarity for Regularizing Intra-Class Feature Distribution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Audio Data Mining for Anthropogenic Disaster Identification: An Automatic Taxonomy Approach.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2020

Robust pruning for efficient CNNs.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

SCW-SGD: Stochastically Confidence-Weighted SGD.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

An Interface between Grassmann manifolds and vector spaces.

[BibT_eX]

[DOI]

Lincon Sales de Souza

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Discriminant analysis based on projection onto generalized difference subspace.

[BibT_eX]

[DOI]

CoRR, 2019

Gaussian-Based Pooling for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Simple ConvNet Based on Bag of MLP-Based Local Descriptors.

[BibT_eX]

[DOI]

Hidenori Ide

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Global Feature Guided Local Pooling.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Large Margin In Softmax Cross-Entropy Loss.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Computerized Hammer Sounding Interpretation for Concrete Assessment with Online Machine Learning.

[BibT_eX]

[DOI]

Sensors, 2018

Trainable Co-Occurrence Activation Unit for Improving Convnet.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Analyzing Filters Toward Efficient ConvNet.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

GAN-based Semi-supervised Learning On Fewer Labeled Samples.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

Spiral-Net with F1-Based Optimization for Image-Based Crack Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Sharing ConvNet Across Heterogeneous Tasks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Flip-Invariant Motion Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Discriminant kernel learning for acoustic scene classification with multiple observations.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Feature Sequence Representation Via Slow Feature Analysis For Action Classification.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Discriminative local binary pattern.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2016

Learning data-driven image similarity measure.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Discriminatively learned filter bank for acoustic features.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Histogram feature deblurring.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Structured Feature Similarity with Explicit Feature Map.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Additive Kernel For Feature Transformation and Its Application to CNN Features.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Acoustic Scene Classification based on Sound Textures and Events.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Preindication Mining for Predicting Pedestrian Action Change.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence - International Joint Conference, 2015

Pedestrian Action Prediction using Static Image Feature.

[BibT_eX]

[DOI]

Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Three viewpoints toward exemplar SVM.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Discriminative Local Binary Pattern for Image Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2015

2014

Kernel-based transition probability toward similarity measure for semi-supervised learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Low-Rank Bilinear Classification: Efficient Convex Optimization and Extensions.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2014

Tracking by Shape with Deforming Prediction for Non-rigid Objects.

[BibT_eX]

[DOI]

Kenji Nishida

Jun Fujiki

Proceedings of the ICPRAM 2014, 2014

Learning Prior Bias in Classifier.

[BibT_eX]

[DOI]

Kenji Nishida

Proceedings of the Pattern Recognition Applications and Methods, 2014

Discriminative Prior Bias Learning for Pattern Classification.

[BibT_eX]

[DOI]

Kenji Nishida

Proceedings of the ICPRAM 2014, 2014

S3CCA: Smoothly Structured Sparse CCA for Partial Pattern Matching.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robust acoustic feature extraction for sound classification based on noise reduction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Acoustic feature extraction by statistics based local binary pattern for environmental sound classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Dirichlet-Based Histogram Feature Transform for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Incremental acoustic subspace learning for voice activity detection using harmonicity-based features.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Kernel discriminant analysis for environmental sound recognition based on acoustic subspace.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Lp-regularized optimization by using orthant-wise approach for inducing sparsity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

BFO Meets HOG: Feature Extraction Based on Histograms of Oriented p.d.f. Gradients for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Logistic label propagation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Motion recognition using local auto-correlation of space-time gradients.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Efficient Similarity Derived from Kernel-Based Transition Probability.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Efficient Optimization for Low-Rank Integrated Bilinear Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Higher-order Co-occurrence Features based on Discriminative Co-clusters for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2012

Generalized Mutual Subspace Based Methods for Image Set Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2012, 2012

2011

An Extended Method of Higher-order Local Autocorrelation Feature Extraction for Classification of Histopathological Images.

[BibT_eX]

[DOI]

IPSJ Trans. Comput. Vis. Appl., 2011

Object Detection Using Background Subtraction and Foreground Motion Estimation.

[BibT_eX]

[DOI]

Tadaaki Hosaka

IPSJ Trans. Comput. Vis. Appl., 2011

Adaptive Abnormality Detection on ECG Signal by Utilizing FLAC Features.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Efficient Optimization of Logistic Regression by Direct Use of Conjugate Gradient.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

L0-Regularized Parametric Non-negative Factorization for Analyzing Composite Signals.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Cancer detection from biopsy images using probabilistic and discriminative features.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Detection of peptide ion peaks in mass spectra by using weighted auto-correlation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Rotation invariant feature extraction from 3-D acceleration signals.

[BibT_eX]

[DOI]

Kôiti Hasida

Proceedings of the IEEE International Conference on Acoustics, 2011

One-class label propagation using local cone based similarity.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010

Audio-based sports highlight detection by fourier local auto-correlations.

[BibT_eX]

[DOI]

Tetsuya Higuchi

Proceedings of the INTERSPEECH 2010, 2010

Bag of Hierarchical Co-occurrence Features for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Von Mises-Fisher Mean Shift for Clustering on a Hypersphere.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Logistic Label Propagation for Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Bilinear Formulated Multiple Kernel Learning for Multi-class Classification Problem.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing. Models and Applications, 2010

Pyramidal segmentation using higher-order local auto-correlations and its applications to Landsat forestry data.

[BibT_eX]

[DOI]

Milos Stojmenovic

Proceedings of the International Conference on Image Processing, 2010

Cone-restricted kernel subspace methods.

[BibT_eX]

[DOI]

Fumito Yoshikawa

Proceedings of the International Conference on Image Processing, 2010

Audio-Based Indoor Health Monitoring System Using FLAC Features.

[BibT_eX]

[DOI]

Tetsuya Higuchi

Proceedings of the 2010 International Conference on Emerging Security Technologies, 2010

Start and End Point Detection of Weightlifting Motion using CHLAC and MRA.

[BibT_eX]

Proceedings of the B-Interface 2010, 2010

2009

Three-way auto-correlation approach to motion recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2009

Image matting based on local color discrimination by SVM.

[BibT_eX]

[DOI]

Tadaaki Hosaka

Pattern Recognit. Lett., 2009

Efficient reduction of support vectors in kernel-based methods.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

Color image feature extraction using color index local auto-correlations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Anomalousness Detection for Surgery Videos Using CHLAC Feature.

[BibT_eX]

[DOI]

Proceedings of the 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security, 2009

Recognition of Dynamic Texture Patterns Using CHLAC Features.

[BibT_eX]

[DOI]

Proceedings of the 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security, 2009

Toward a HLAC-Based Histological Diagnosis System for Virtual-Slide Images.

[BibT_eX]

[DOI]

Proceedings of the 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security, 2009

2008

Cone-restricted subspace methods.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Motion image segmentation using global criteria and DP.

[BibT_eX]

[DOI]

Fumito Yoshikawa

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Image Feature Extraction Using Gradient Local Auto-Correlations.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

The Cow Gait Recognition Using CHLAC.

[BibT_eX]

[DOI]

Proceedings of the 2008 ECSIS Symposium on Bio-inspired, 2008

HLAC Approach to Automatic Object Counting.

[BibT_eX]

[DOI]

Proceedings of the 2008 ECSIS Symposium on Bio-inspired, 2008

Development of Software for Real-Time Unusual Motions Detection by Using CHLAC.

[BibT_eX]

[DOI]

Proceedings of the 2008 ECSIS Symposium on Bio-inspired, 2008

2007

Image matting using SVM and neighboring information.

[BibT_eX]

Tadaaki Hosaka