Kazuhiro Hotta

Orcid: 0000-0002-5675-8713

According to our database1, Kazuhiro Hotta authored at least 131 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Adaptive t-vMF dice loss: An effective expansion of dice loss for medical image segmentation.
Comput. Biol. Medicine, January, 2024

Reducing Catastrophic Forgetting in Online Class Incremental Learning Using Self-Distillation.
CoRR, 2024

Genetic Information Analysis of Age-Related Macular Degeneration Fellow Eye Using Multi-Modal Selective ViT.
CoRR, 2024

Gr-IoU: Ground-Intersection over Union for Robust Multi-Object Tracking with 3D Geometric Constraints.
CoRR, 2024

Growing Deep Neural Network Considering with Similarity between Neurons.
CoRR, 2024

Accuracy Improvement of Cell Image Segmentation Using Feedback Former.
CoRR, 2024

Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes.
CoRR, 2024

DeformableFormer for Classification of the Presence or Absence of Pancreatic Tissue Fragments in Pancreatic Disease.
IEEE Access, 2024

Improvement of TransUNet Using Word Patches Created from Different Dataset.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Visualization of the Basis for Decisions by Selecting Layers Based on Model's Predictions Using the Difference Between Two Networks.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Vision Transformer Interpretability via Prediction of Image Reflected Relevance Among Tokens.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

MixStyle-Based Contrastive Test-Time Adaptation: Pathway to Domain Generalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
DeformableFormer: Classification of Endoscopic Ultrasound Guided Fine Needle Biopsy in Pancreatic Diseases.
CoRR, 2023

Improvement of Vision Transformer Using Word Patches.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Semantic Segmentation by Semi-Supervised Learning Using Time Series Constraint.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Re-Learning ShiftIR for Super-Resolution of Carbon Nanotube Images.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Shuffle Mixing: An Efficient Alternative to Self Attention.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Adaptive Resolution Selection for Improving Segmentation Accuracy of Small Objects.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Enlarged Large Margin Loss for Imbalanced Classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

DeformableFormer for Classifying Endoscopic Ultrasound-Guided Fine-Needle Biopsy in Pancreatic Diseases.
Proceedings of the IEEE International Symposium on Multimedia, 2023

Kidney Cancer Detection from CT Images by Transformer-Based Classifiers.
Proceedings of the 14th IIAI International Congress on Advanced Applied Informatics, 2023

Lite-HRNet Plus: Fast and Accurate Facial Landmark Detection.
Proceedings of the IEEE International Conference on Image Processing, 2023

Margin Contrastive Learning with Learnable-Vector for Continual Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Single-Particle Tracking by Graph Transformer.
Proceedings of the IEEE International Conference on Acoustics, 2023

One-shot and Partially-Supervised Cell Image Segmentation Using Small Visual Prompt.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Class-wise Knowledge Distillation for Lightweight Segmentation Model.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Cell image segmentation by using feedback and convolutional LSTM.
Vis. Comput., 2022

Adversarial Mutual Leakage Network for Cell Image Segmentation.
CoRR, 2022

Fusion of Different Features by Cross Cooperative Learning for Semantic Segmentation.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Classification and Analysis of Liverwort Sperm by Integration-Net.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Reconstructed Student-Teacher and Discriminative Networks for Anomaly Detection.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Predicting Human Behavior Using 3D Loop ResNet.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Local Embedding for Axial Attention.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Discovery of Effective Spectrum for Classifying iPS Cells Taken with CARS Microscope.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
Reconstruction Student with Attention for Student-Teacher Pyramid Matching.
CoRR, 2021

Automatic Preprocessing and Ensemble Learning for Low Quality Cell Image Segmentation.
CoRR, 2021

MSE Loss with Outlying Label for Imbalanced Classification.
CoRR, 2021

Feature Sharing Cooperative Network for Semantic Segmentation.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Cell Image Segmentation by Feature Random Enhancement Module.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Automatic Preprocessing and Ensemble Learning for Cell Segmentation with Low Quality.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Localized Feature Aggregation Module for Semantic Segmentation.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

X-Net With Different Loss Functions for Cell Image Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Pitching Classification and Habit Detection by V-Net.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Semantic Segmentation using Light Attention Mechanism.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Feedback Attention for Cell Image Segmentation.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

CNN to Capsule Network Transformation.
Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Feedback U-net for Cell Image Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Visualizing and Modifying Difficult Pixels in Cell Image Segmentation.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Cell Segmentation by Image-to-Image Translation using Multiple Different Discriminators.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
EncapNet-3D and U-EncapNet for Cell Segmentation.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

AB-PointNet for 3D Point Cloud Recognition.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Ensemble of Training Models for Road and Building Segmentation.
Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Cell Image Segmentation by Integrating Pix2pixs for Each Class.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Mixture of counting CNNs.
Mach. Vis. Appl., 2018

Semantic Segmentation by Integrating Classifiers for Different Difficulty Levels.
Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Segmentation of Lidar Intensity using Weighted Fusion based on Appropriate Region Size.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Semantic Segmentation in Red Relief Image Map by UX-Net.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Road Detection from Satellite Images by Improving U-Net with Difference of Features.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Cell Image Segmentation by Integrating Multiple CNNs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Segmentation of Cell Membrane and Nucleus by Improving Pix2pix.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Segmentation of Cell Membrane and Nucleus using Branches with Different Roles in Deep Neural Network.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
Mixture of Counting CNNs: Adaptive Integration of CNNs Specialized to Specific Appearance for Crowd Counting.
CoRR, 2017

Hierarchical Feature Extraction using Partial Least Squares Regression and Clustering for Image Classification.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Segmentation of LiDAR Intensity Using CNN Feature Based on Weighted Voting.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2016
Abnormal Detection by Iterative Reconstruction.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Particle Detection in Crowd Regions Using Cumulative Score of CNN.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Human tracking in crowded scenes using target information at previous frames.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

PLSNet: A simple network using Partial Least Squares regression for image classification.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Robust Human Detection using Bag-of-Words and Segmentation.
Proceedings of the VISAPP 2015, 2015

Image Labeling by Integrating Global Information by 7 Patches and Local Information.
Proceedings of the VISAPP 2015, 2015

A particle detection method using robust PCA.
Proceedings of the 2015 IEEE/SICE International Symposium on System Integration, 2015

A object classification method using product of randomly selected elements.
Proceedings of the 2015 IEEE/SICE International Symposium on System Integration, 2015

Robust Human Tracking to Occlusion in Crowded Scenes.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Image Labeling by Integrating Local, Middle and Global Information.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Stacked partial least squares regression for image classification.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Image Labeling by Integration of Local Co-Occurrence Histogram and Global Features.
J. Adv. Comput. Intell. Intell. Informatics, 2014

Melanosome Tracking Using Automatic Error Correction.
IEICE Trans. Inf. Syst., 2014

HLAC between Cells of HOG Feature for Crowd Counting.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Robust Human Detection to Pose and Occlusion Using Bag-of-Words.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Action Recognition Using Effective Mask Patterns Selected from a Classificational Viewpoint.
Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Image Labeling using Integration of Local and Global Features.
Proceedings of the ICPRAM 2013, 2013

Unsupervised Light Spot Detection using Background Subtraction.
Proceedings of the ICPRAM 2013, 2013

Counting in Intracellular Images Using Partial Least Squares Regression and Correlation between Features.
Proceedings of the First International Symposium on Computing and Networking, 2013

Accuracy Improvement of Melanosome Tracking by Error Correction.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012
Local co-occurrence features in subspace obtained by KPCA of local blob visual words for scene classification.
Pattern Recognit., 2012

Counting and radius estimation of lipid droplet in intracellular images.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Unsupervised Mask Patterns Generation for Extracting Action Specific Motion Features.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

Melanosome Tracking by Bayes Theorem and Estimation of Movable Region.
Proceedings of the ICPRAM 2012, 2012

2011
Local autocorrelation of similarities with subspaces for shift invariant scene classification.
Pattern Recognit., 2011

Scene Classification Using Candidate Classes Selection with Particle Filter and Criterion Mining for Final Decision with AdaBoost.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Scene classification using adaptive integration of reconstruction errors.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Local normalized linear summation kernel for fast and robust recognition.
Pattern Recognit., 2010

Asbestos Detection in Building Materials Through Consolidation of Similarities in Color and Shape Features.
J. Robotics Mechatronics, 2010

Scene Classification Using Local Co-occurrence Feature in Subspace Obtained by KPCA of Local Blob Visual Words.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Adaptive weighting of local classifiers by particle filters for robust tracking.
Pattern Recognit., 2009

View independent face detection based on horizontal rectangular features and accuracy improvement using combination kernel of various sizes.
Pattern Recognit., 2009

Development of an Automated Microscope for Supporting Qualitative Asbestos Analysis by Dispersion Staining.
J. Robotics Mechatronics, 2009

Pose independent object classification from small number of training samples based on kernel principal component analysis of local parts.
Image Vis. Comput., 2009

Improving the eigenphase method for face recognition.
IEICE Electron. Express, 2009

Action Recognition Based on Non-parametric Probability Density Function Estimation.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Scene classification based on local autocorrelation of similarities with subspaces.
Proceedings of the International Conference on Image Processing, 2009

Estimation of Object Position Based on Color and Shape Contextual Information.
Proceedings of the Image Analysis and Processing, 2009

2008
Robust face recognition under partial occlusion based on support vector machine with local Gaussian summation kernel.
Image Vis. Comput., 2008

Object Categorization Based on Kernel Principal Component Analysis of Visual Words.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Face Recognition Based on Normalization and the Phase Spectrum of the Local Part of an Image.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Scene Classification Based on Multi-resolution Orientation Histogram of Gabor Features.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Non-linear feature extraction by linear PCA using local kernel.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An Asbestos Counting Method from Microscope Images of Building Materials Using Summation Kernel of Color and Shape.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Asbestos Detection from Microscope Images Using Support Vector Random Field of Local Color Features.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Automatic Particle Detection and Counting by One-Class SVM from Microscope Image.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2007
Robust face detection under partial occlusion.
Syst. Comput. Jpn., 2007

Fast, Accurate and Robust Recognition Based On Local Normalized Linear Summation Kernel.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007

2006
An Object Detection Method Based on Independent Local Features.
J. Robotics Mechatronics, 2006

A View Independent Video-Based Face Recognition Method Using Posterior Probability in Kernel Fisher Discriminant Space.
IEICE Trans. Inf. Syst., 2006

A Robust Object Tracking Method under Pose Variation and Partial Occlusion.
IEICE Trans. Inf. Syst., 2006

Adaptive Weighting of Local Classifiers by Particle Filter.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Support Vector Machine with Weighted Summation Kernel Obtained by Adaboost.
Proceedings of the Advanced Video and Signal Based Surveillance, 2006

2005
An Efficient Search Method Based on Dynamic Attention Map by Ising Model.
IEICE Trans. Inf. Syst., 2005

View Independent Video-Based Face Recognition Using Posterior Probability in Kernel Fisher Discriminant Space.
Proceedings of the Pattern Recognition and Image Analysis, 2005

2004
A View-Invariant Face Detection Method Based on Local PCA Cells.
J. Adv. Comput. Intell. Intell. Informatics, 2004

Support Vector Machine with Local Summation Kernel for Robust Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A robust face detector under partial occlusion.
Proceedings of the 2004 International Conference on Image Processing, 2004

Lipreading Using Recurrent Neural Prediction Model.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2002
Object Detection Method Based on Local Kernels and Automatic Kernel Selection by Kullback-Leibler Divergence.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002

2000
Feature Ordering by Cross Validation for Face Detection.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000

Efficient Face Detection from News Images by Adaptive Estimation of Prior Probabilities and Ising Search.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Face Matching through Information Theoretical Attention Points and Its Applications to Face Detection and Classification.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1999
Communicative functions to support human robot cooperation.
Proceedings of the Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients, 1999

1998
Dynamic attention map by Ising model for human face detection.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Scale Invariant Face Detection Method Using Higher-Order Local Autocorrelation Features Extracted from Log-Polar Image.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Scale and Rotation Invariant Recognition Method Using Higher-Order Local Autocorrelation Features of Log-Polar Image.
Proceedings of the Computer Vision, 1998


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