Masayuki Tanaka

Orcid: 0000-0002-5756-1904

Affiliations:
  • Tokyo Institute of Technology, Department of Mechanical and Control Engineering, Japan


According to our database1, Masayuki Tanaka authored at least 120 papers between 2002 and 2023.

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Bibliography

2023
Semantic Segmentation of Degraded Images Using Layer-Wise Feature Adjustor.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

ScrambleMix: A Privacy-Preserving Image Processing for Edge-Cloud Machine Learning.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Local Brightness Normalization for Image Classification and Object Detection Robust to Illumination Changes.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

AUAAC: Area Under Accuracy-Accuracy Curve for Evaluating Out-of-Distribution Detection.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Evaluating active learning for blind imbalanced domains.
Proceedings of the Image Processing: Algorithms and Systems XXI, 2023

ILIAC: Efficient classification of degraded images using knowledge distillation with cutout data augmentation.
Proceedings of the Image Processing: Algorithms and Systems XXI, 2023

Top-K Confidence Map Aggregation for Robust Semantic Segmentation Against Unexpected Degradation.
Proceedings of the IEEE International Conference on Consumer Electronics, 2023

Learning with Partial Forgetting in Modern Hopfield Networks.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Alignment and fusion of visible and infrared images based on gradient-domain processing.
Proceedings of the Image Processing: Algorithms and Systems XX, 2022

Machine Learning with Blind Imbalanced Domains.
Proceedings of the Image Processing: Algorithms and Systems XX, 2022

PoF: Post-Training of Feature Extractor for Improving Generalization.
Proceedings of the International Conference on Machine Learning, 2022

Two-Step Color-Polarization Demosaicking Network.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Optimal Noise-Aware Imaging with Switchable Prefilters.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Instance-wise Center Loss for Efficient Training of Deep Convolutional Neural Networks.
Proceedings of the 11th IEEE Global Conference on Consumer Electronics, 2022

Robustizing Object Detection Networks Using Augmented Feature Pooling.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
CNN-Based Classification of Degraded Images With Awareness of Degradation Levels.
IEEE Trans. Circuits Syst. Video Technol., 2021

Gradient-domain image reconstruction framework using chroma-preserving intensity-range and base-structure constraints.
J. Electronic Imaging, 2021

SIA-GAN: Scrambling Inversion Attack Using Generative Adversarial Network.
IEEE Access, 2021

CNN-Based Classification of Degraded Images Without Sacrificing Clean Images.
IEEE Access, 2021

Multi-Modal Pedestrian Detection with Large Misalignment Based on Modal-Wise Regression and Multi-Modal IoU.
Proceedings of the 17th International Conference on Machine Vision and Applications, 2021

Does End-to-End Trained Deep Model Always Perform Better than Non-End-to-End Counterpart?
Proceedings of the Image Processing: Algorithms and Systems XIX, 2021

Geometric Data Augmentation Based On Feature Map Ensemble.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Scrambling Parameter Generation to Improve Perceptual Information Hiding.
Proceedings of the Human Vision and Electronic Imaging 2021, Virtual Event, January 2021., 2021

2020
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering.
IEEE Trans. Image Process., 2020

Tunable color correction for noisy images.
J. Electronic Imaging, 2020

Block-wise Scrambled Image Recognition Using Adaptation Network.
CoRR, 2020

Learning-Based Human Segmentation and Velocity Estimation Using Automatic Labeled LiDAR Sequence for Training.
IEEE Access, 2020

CNN-based Classification of Degraded Images.
Proceedings of the Image Processing: Algorithms and Systems XVIII, 2020

Human Segmentation with Dynamic LiDAR Data.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Adaptive Future Frame Prediction with Ensemble Network.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Monochrome And Color Polarization Demosaicking Using Edge-Aware Residual Interpolation.
Proceedings of the IEEE International Conference on Image Processing, 2020

Classifying Degraded Images Over Various Levels Of Degradation.
Proceedings of the IEEE International Conference on Image Processing, 2020

New Perspective of Interpretability of Deep Neural Networks.
Proceedings of the 3rd International Conference on Information and Computer Technologies, 2020

Remote Heart Rate Estimation Based on 3D Facial Landmarks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Deep Snapshot HDR Imaging Using Multi-exposure Color Filter Array.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Unified Image Fusion Framework With Learning-Based Application-Adaptive Importance Measure.
IEEE Trans. Computational Imaging, 2019

Improving transparency of deep neural inference process.
Prog. Artif. Intell., 2019

Full thermal panorama from a long wavelength infrared and visible camera system.
J. Electronic Imaging, 2019

Intentional Attention Mask Transformation for Robust CNN Classification.
CoRR, 2019

Automatic Labeled LiDAR Data Generation and Distance-Based Ensemble Learning for Human Segmentation.
IEEE Access, 2019

Pixelwise JPEG compression detection and quality factor estimation based on convolutional neural network.
Proceedings of the Image Processing: Algorithms and Systems XVII, 2019

Automatic Labeled LiDAR Data Generation based on Precise Human Model.
Proceedings of the International Conference on Robotics and Automation, 2019

Breaking Inter-Layer Co-Adaptation by Classifier Anonymization.
Proceedings of the 36th International Conference on Machine Learning, 2019

Gradient-Based Low-Light Image Enhancement.
Proceedings of the IEEE International Conference on Consumer Electronics, 2019

Extraction of Degradation Parameters for Transparency of an Image Restoration Network.
Proceedings of the IEEE 8th Global Conference on Consumer Electronics, 2019

Inter-Beat Interval Estimation from Facial Video Based on Reliability of BVP Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Interpretation of Feature Space using Multi-Channel Attentional Sub-Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Coupled convolution layer for convolutional neural network.
Neural Networks, 2018

Estimation and Restoration of Compositional Degradation Using Convolutional Neural Networks.
CoRR, 2018

Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network.
CoRR, 2018

Accurate Plane Estimation Based on the Error Model of Time-of-Flight Camera.
Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

Depth map estimation with unknown fixed pattern projection.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

Disparity Map Estimation from Cross-Modal Stereo.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Non-blind Image Restoration Based on Convolutional Neural Network.
Proceedings of the IEEE 7th Global Conference on Consumer Electronics, 2018

Remote Heart Rate Measurement from RGB-NIR Video Based on Spatial and Spectral Face Patch Selection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Adaptive Residual Interpolation for Color and Multispectral Image Demosaicking.
Sensors, 2017

Network Analysis for Explanation.
CoRR, 2017

Tunable color correction between linear and polynomial models for noisy images.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Misalignment-Robust Joint Filter for Cross-Modal Image Pairs.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Accurate Joint Geometric Camera Calibration of Visible and Far-Infrared Cameras.
Proceedings of the Image Sensors and Imaging Systems 2017, 2017

2016
Beyond Color Difference: Residual Interpolation for Color Image Demosaicking.
IEEE Trans. Image Process., 2016

Versatile visible and near-infrared image fusion based on high visibility area selection.
J. Electronic Imaging, 2016

3D visualization of aurora considering the physical characteristics.
Proceedings of the SIGGRAPH ASIA 2016, Macao, December 5-8, 2016 - Posters, 2016

Super high dynamic range video.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Depth map upsampling by self-guided residual interpolation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Effective color correction pipeline for a noisy image.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Single-Sensor RGB and NIR Image Acquisition: Toward Optimal Performance by Taking Account of CFA Pattern, Demosaicking, and Color Correction.
Proceedings of the Digital Photography and Mobile Imaging XII, 2016

Multi-spectrum to RGB with Direct Structure-tensor Reconstruction.
Proceedings of the Digital Photography and Mobile Imaging XII, 2016

Gradient-Domain Image Reconstruction Framework with Intensity-Range and Base-Structure Constraints.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
A Practical One-Shot Multispectral Imaging System Using a Single Image Sensor.
IEEE Trans. Image Process., 2015

3D visualization of aurora from optional viewpoint at optional time.
Proceedings of the SIGGRAPH Asia 2015 Posters, Kobe, Japan, November 2-6, 2015, 2015

SWAP-NODE: A regularization approach for deep convolutional neural networks.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Unified image fusion based on application-adaptive importance measure.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Adaptive residual interpolation for color image demosaicking.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Pseudo four-channel image denoising for noisy CFA raw data.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

N-to-SRGB Mapping for Single-Sensor Multispectral Imaging.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Visible and near-infrared image fusion based on visually salient area selection.
Proceedings of the Digital Photography XI, 2015

2014
Practical Signal-Dependent Noise Parameter Estimation From a Single Noisy Image.
IEEE Trans. Image Process., 2014

Aurora 3D-measurement and visualization using fish-eye stereo camera.
Proceedings of the SIGGRAPH Asia 2014 Posters, Shenzhen, China, December 3-6, 2014, 2014

To Be Bernoulli or to Be Gaussian, for a Restricted Boltzmann Machine.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A Novel Inference of a Restricted Boltzmann Machine.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Super-high Dynamic Range Imaging.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multispectral demosaicking with novel guide image generation and residual interpolation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Signal dependent noise removal from a single image.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Simultaneous capturing of RGB and additional band images using hybrid color filter array.
Proceedings of the Digital Photography X, 2014

Minimized-Laplacian residual interpolation for color image demosaicking.
Proceedings of the Digital Photography X, 2014

A classification-and-reconstruction approach for a single image super-resolution by a sparse representation.
Proceedings of the Digital Photography X, 2014

2013
Augmenting moving planar surfaces robustly with video projection and direct image alignment.
Virtual Real., 2013

Single-Image Noise Level Estimation for Blind Denoising.
IEEE Trans. Image Process., 2013

Fisher Vector based on Full-covariance Gaussian Mixture Model.
IPSJ Trans. Comput. Vis. Appl., 2013

Estimation of signal dependent noise parameters from a single image.
Proceedings of the IEEE International Conference on Image Processing, 2013

Residual interpolation for color image demosaicking.
Proceedings of the IEEE International Conference on Image Processing, 2013

Across-resolution adaptive dictionary learning for single-image super-resolution.
Proceedings of the Digital Photography IX, 2013

Direct spatio-spectral datacube reconstruction from raw data using a spatially adaptive spatio-spectral basis.
Proceedings of the Digital Photography IX, 2013

2012
Augmenting moving planar surfaces interactively with video projection and a color camera.
Proceedings of the 2012 IEEE Virtual Reality, 2012

Live image composing.
Proceedings of the SIGGRAPH Asia 2012 Poster Proceedings, Singapore, Singapore, November 28, 2012

Seamless image cloning by a closed form solution of a modified Poisson problem.
Proceedings of the SIGGRAPH Asia 2012 Poster Proceedings, Singapore, Singapore, November 28, 2012

Optimal spectral sensitivity functions for a single-camera one-shot multispectral imaging system.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Noise level estimation using weak textured patches of a single noisy image.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Multispectral demosaicking using guided filter.
Proceedings of the Digital Photography VIII, 2012

2011
Rate-distortion analysis of super-resolution image/video decoding.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multispectral demosaicking using adaptive kernel upsampling.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Latent common origin of bilateral filter and non-local means filter.
Proceedings of the Image Processing: Algorithms and Systems VIII, 2010

Progressive MAP-based Deconvolution with Pixel-Dependent Gaussian Prior.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Direct image alignment of projector-camera systems with planar surfaces.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Centered Subset Kernel PCA for Denoising.
Proceedings of the Computer Vision - ACCV 2010 Workshops, 2010

Color Kernel Regression for Robust Direct Upsampling from Raw Data of General Color Filter Array.
Proceedings of the Computer Vision - ACCV 2010, 2010

2008
Robust and accurate estimation of multiple motions for whole-image super-resolution.
Proceedings of the International Conference on Image Processing, 2008

Locally adaptive learning for translation-variant MRF image priors.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Super-resolution from image sequence under influence of hot-air optical turbulence.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A raw data compression for digital cameras with a color filter array.
Proceedings of the Color Imaging XIII: Processing, Hardcopy, and Applications, San Jose, 2008

2007
A fast algorithm for reconstruction-based superresolution and evaluation of its accuracy.
Syst. Comput. Jpn., 2007

Distribution-Based Face Detection using Calibrated Boosted Cascade Classifier.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Reconstruction of a High Dynamic Range and High Resolution Image from a Multisampled Image Sequence.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

2006
Neighbor Pixel Mixture.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Super-Resolution using a Multi-Mixture Imaging System.
Proceedings of the International Conference on Image Processing, 2006

A fast MAP-based super-resolution algorithm for general motion.
Proceedings of the Computational Imaging IV, San Jose, 2006

2005
Theoretical Analysis on Reconstruction-Based Super-Resolution for an Arbitrary PSF.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2002
A Study of Communication Emergence among Mobile Robots : Simulations of Intention Transmission.
Proceedings of the Distributed Autonomous Robotic Systems 5, 2002


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