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長原一
教授
データビリティフロンティア機構
大阪大学
Contact
email: nagahara@ids.
webpage:
https://researchmap.jp/read0054705
Please add
osaka-u.ac.jp
to complete email address
興味・関心
コンピュテーショナルフォトグラフィ
コンピュータビジョン
センシング
Latest
Learning bottleneck concepts in image classification
Real-time estimation of the remaining surgery duration for cataract surgery using deep convolutional neural networks and long short-term memory
Automated grading system of retinal arterio-venous crossing patterns: A deep learning approach replicating ophthalmologist’s diagnostic process of arteriolosclerosis
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization
Cross-language font style transfer
Development of a vertex finding algorithm using Recurrent Neural Network
Human-Imperceptible Identification With Learnable Lensless Imaging
Inverse Rendering of Translucent Objects using Physical and Neural Renderers
3D画像認識AIによる革新的癌診断支援システムの構築
Acquiring a Dynamic Light Field Through a Single-Shot Coded Image
Information Extraction from Public Meeting Articles
Corpus Construction for Historical Newspapers: A Case Study on Public Meeting Corpus Construction Using OCR Error Correction
Emotional Intensity Estimation based on Writer’s Personality
Match them up: visually explainable few-shot image classification
Multi-label disengagement and behavior prediction in online learning
GCNBoost: Artwork Classificationby Label Propagation Through a Knowledge Graph
SCOUTER: Slot attention-based classifier for explainable image recognition
Built year prediction from Buddha face with heterogeneous labels
Learners' efficiency prediction using facial behavior analysis
MTUNet: Few-shot image classification with visual explanations
WRIME: A new dataset for emotional intensity estimation with subjective and objective annotations
Noisy-LSTM: Improving temporal awareness for video semantic segmentation
CFA Handling and Quality Analysis for Compressive Light Field Camera
IDSOU at WNUT-2020 Task 2: Identification of informative COVID-19 English tweets
Diagnostic performance for pulmonary adenocarcinoma on CT: comparison of radiologists with and without three-dimensional convolutional neural network
Improving topic modeling through homophily for legal documents
Acquiring dynamic light fields through coded aperture camera
YOLO in the Dark - Domain adaptation method for merging multiple models -
多元コンピュテーショナル光計測による手術支援応用
学術変革領域研究(A) 学習物理学の創成
審美歯科修復における光学的シミュレーション解析
AIホスピタル
多国間法令の比較と統計分析のための多言語機械翻訳
人工知能による仏顔の様式解析とその系譜に関する研究
全組織細胞イメージング/分子病態解析
Detecting learner drowsiness based on facial expressions and head movements in online courses
3D Image Reconstruction from Multi-focus Microscopic Images
5D Light Field Synthesis from a Monocular Video
Action recognition from a single coded image
IterNet: retinal image segmentation utilizing structural redundancy in vessel networks
Joint learning of vessel segmentation and artery/vein classification with post-processing
Public meeting corpus construction and content delivery
Reflectance and Shape Estimation with a Light Field Camera Under Natural Illumination
Legal information as a complex network: Improving topic modeling through homophily
Deep compressive sensing for visual privacy protection in flatcam imaging
A 3-D Display Pipeline from Coded-Aperture Camera to Tensor Light-Field Display Through CNN
Multimodal learning analytics: Society 5.0 project in Japan
Fall detection using optical level anonymous image sensing system
Buda.art: A multimodal content-based analysis and retrieval system for Buddha statues
Facial expression recognition with skip-connection to leverage low-level features
High-Speed Imaging Using CMOS Image Sensor With Quasi Pixel-Wise Exposure
Space-time-brightness sampling using an adaptive pixel-wise coded exposure
Society 5.0 Projects
Designing coded aperture camera based on PCA and NMF for light field acquisition
PCA-coded aperture for light field photography
Joint optimization for compressive video sensing and reconstruction under hardware constraints
Learning to capture light fields through a coded aperture camera
Adapting local features for face detection in thermal image
オーストラリアの歴史とAI
胸部(肺癌)CT画像データの機械学習による画像診断の高度化
Adaptive background model registration for moving cameras
Hyperspectral imaging using flickerless active LED illumination
High-speed imaging using CMOS image sensor with quasi pixel-wise exposure
Dynamic photometric stereo method using multi-tap CMOS image sensor
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