Katsufumi Inoue

Profile Information

Affiliation: Graduate School of Informatics, Department of Core Informatics, Osaka Metropolitan University

Degree: 博士(工学)(大阪府立大学)
修士(工学)(大阪府立大学)
学士(工学)(大阪府立大学)

Researcher number: 50733804
ORCID ID: https://orcid.org/0000-0001-6073-7264
J-GLOBAL ID: 201801009802857182
researchmap Member ID: B000320803

Research Interests

Research Areas

Informatics / Perceptual information processing /

Research History

Apr, 2022 - Present

Associate Professor, Graduate School of Informatics, Department of Core Informatics, Osaka Metropolitan University
Apr, 2019 - Mar, 2022

Associate Professor, Graduate School of Engineering Division of Electrical Engineering and Information Science, Osaka Prefecture University
Apr, 2014 - Mar, 2019

Assistant Professor, Graduate School of Engineering Division of Electrical Engineering and Information Science, Osaka Prefecture University

Education

Apr, 2010 - Mar, 2012

Division of Electrical Engineering and Information Science, Graduate School of Engineering, Osaka Prefecture University
Apr, 2008 - Mar, 2010

Division of Electrical Engineering and Information Science, Graduate School of Engineering, Osaka Prefecture University
Apr, 2004 - Mar, 2008

School of Engineering, Osaka Prefecture University

Awards

Jul, 2018

Cookpad Student Paper Award, Cooking Activities Recognition in Egocentric Videos Using Combining 2DCNN and 3DCNN

Shuichi Urabe, Katsufumi Inoue, Michifumi Yoshioka
Oct, 2016

ACIS2016 Best Paper Award, Hand Detection and Cooking Activities Recognition in Egocentric Videos

Katsufumi Inoue, Misa Ono, Michifumi Yoshioka
Apr, 2011

平成22年電気関係学会関西連合大会奨励賞, 大規模特定物体認識におけるBloomier Filterを用いたメモリ削減法の有効性の検証

井上勝文, 黄瀬浩一

Papers

136

Optimal Correction Costを用いた物体検出における誤検出削減の検討

宮田優一, 井上勝文, 吉岡理文

第26回画像の認識・理解シンポジウムExtended Abstract集, 1-4, Jul, 2023 Corresponding author
CPUのキャッシュメモリがCNNの推論速度に与える影響の調査

保久良允彦, 吉岡理文, 井上勝文

第26回画像の認識・理解シンポジウムExtended Abstract集, 1-4, Jul, 2023
Automatic Music Transcription of Multi-instrument with Semantic Segmentation using Polarized Self-Attention

Manami Kugai, Katsufumi Inoue, Michifumi Yoshioka

IPSJ SIG Technical Report, 2023-MUS-137(46) 295-300, Jun, 2023 Corresponding author
360-degree depth estimation network using efficient multiple projection method fusion

Kodai Iwasaki, Michifumi Yoshioka, Katsufumi Inoue

95-95, Mar, 2023
クロスモーダル学習による時間情報を考慮した楽器音からの演奏動画生成

中川智愛, 井上勝文, 吉岡理文

情報処理学会第85回全国大会講演論文集2, 59-60, Mar, 2023 Corresponding author
植物化石検出のためのスタイル変換を用いた疑似化石画像自動生成によるデータ拡張

稲村佑哉, 和座旭宏, 井上勝文, 吉岡理文, 山田敏弘

情報処理学会第85回全国大会講演論文集2, 45-46, Mar, 2023 Corresponding author
Compression method for natural language processing models considering the attention head of pruning target

Akito Tokumasa, Michifumi Yoshioka, Katsufumi Inoue

Proceedings of 28th International Symposium on Artificial Life and Robotics, 50-54, Jan, 2023
Vibration-based fault diagnosis of rotating machinery using orthogonalization of features

Ryoya Onishi, Michifumi Yoshioka, Katsufumi Inoue, Keishi Omori, Masayoshi Todorokihara

Proceedings of 28th International Symposium on Artificial Life and Robotics, 639-643, Jan, 2023
Influence of Class Activations without Activated Neurons on Visual Explanation for Convolutional Neural Network

Teruya Horai, Michifumi Yoshioka, Katsufumi Inoue

Proceedings of 28th International Symposium on Artificial Life and Robotics, 644-649, Jan, 2023
Learning Sequential Transformation Information of Ingredients for Fine-Grained Cooking Activity Recognition

Atsushi Okamoto, Katsufumi Inoue, Michifumi Yoshioka

Proceedings of International Workshop on Multimedia for Cooking, Eating, and related APPlications 2022, 29-36, Oct, 2022 Peer-reviewedCorresponding author
Data Augmentation with Style Transfer for Fossil Image Segmentation

Akihiro Waza, Yuya Inamura, Katsufumi Inoue, Michifumi Yoshioka, Toshihiro Yamada

Sep, 2022 Corresponding author
一人称視点動画における食材の変化を利用した詳細調理行動認識の検討

岡本淳志, 井上勝文, 吉岡理文

第21回情報科学技術フォーラム講演論文集, H-007, Sep, 2022 Corresponding author
物体検出を用いた火災危険度予測スマートフォンアプリケーション

宮田優一, 辻村拓哉, 井上勝文, 吉岡理文

第25回画像の認識・理解シンポジウムEA集, DS-12, Jul, 2022 Corresponding author
スタイル変換を用いた化石検出手法の検討

稲村佑哉, 井上勝文, 吉岡理文, 山田敏弘

第25回画像の認識・理解シンポジウムEA集, IS3-63, Jul, 2022 Corresponding author
TPEとロバストな評価規範を用いた構造探索型Channel Pruningの検討

山本周, 吉岡理文, 井上勝文

第25回画像の認識・理解シンポジウムEA集, IS2-19, Jul, 2022 Peer-reviewed
3次元シーンフロー推定における点群の特徴量抽出手法

根宜匠, 吉岡理文, 井上勝文

第25回画像の認識・理解シンポジウムEA集, IS1-10, Jul, 2022 Peer-reviewed
自然言語処理モデルの圧縮におけるプルーニング対象ブロック決定手法の検討

徳政光人, 吉岡理文, 井上勝文

2022年度人工知能学会全国大会講演論文集, 3Yin2-32, Jun, 2022
UnFlowGAN: Unsupervised Learning of Optical Flow with Adversarial Learning

Kaito Yamasaki, Michifumi Yoshioka, Katsufumi Inoue

IEEJ Transactions on Electronics, Information and Systems, 142(6) 650-659, Jun, 2022 Peer-reviewed
Fire Risk Assessment Method in General Housing

Takuya Tsujimura, Katsufumi Inoue, Michifumi Yoshioka

D-12-15 59-59, Mar, 2022 Corresponding author
Hand Segmentation in Egocentric Videos by Combining UMA and MCD

Kenichi Suzuki, Katsufumi Inoue, Michifumi Yoshioka

145-150, Mar, 2022 Corresponding author

Misc.

Fine-Grained Cooking Activity Recognition System with Adversarial Learning to Track Sequential Transformation of Ingredients

Atsushi Okamoto, Katsufumi Inoue, Michifumi Yoshioka

Journal of the Imaging Society of Japan, 62(2) 61-66, Apr, 2023 InvitedCorresponding author
Depth Estimation from Vehicle Mounted Camera Video Based on Conditional Generative Adversarial Network

Katsufumi Inoue, Takaki Washimoto, Michifumi Yoshioka

Image Laboratory, 31(2) 49-53, Feb, 2020 InvitedLead author
日本語の指文字を用いたタイピングシステムのプロトタイプ構築

井上勝文

日本画像学会論文誌, 58(3) 340-344, Jun, 2019 InvitedLead authorCorresponding author

Presentations

RGB-Dカメラを用いた日本語の指文字認識

井上勝文

平成30年電気関係学会関西連合大会, Dec 1, 2018 Invited

Professional Memberships

Mar, 2015 - Present

Institute of Electrical and Electronics Engineers
Jun, 2014 - Present

The Institute of Electrical Engineers of Japan
Nov, 2008 - Present

The Institute of Electronics, Information and Communication Engineers

Research Projects

Vocabulary acquisition and 3D avatar approach for Japanese sign language communication

Grants-in-Aid for Scientific Research, Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2019 - Mar, 2022

Roy Partha Pratim
A New Recognition System of Finger-spelled Sign Language Toward Stress-free Communication with Hearing-impaired People

Grants-in-Aid for Scientific Research, Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, Apr, 2016 - Mar, 2019

Inoue Katsufumi

Profile Information

Research Interests

Research Areas

Research History

Education

Awards

Papers

Misc.

Presentations

Professional Memberships

Research Projects

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