Kawakami Rei 川上玲

Researcher Number	90591305
Other IDs
Affiliation (Current)	2025: 東京科学大学, 工学院, 准教授
Affiliation (based on the past Project Information) *help	2025: 東京科学大学, 工学院, 准教授 2022 – 2024: 東京工業大学, 工学院, 准教授 2020: 東京工業大学, 情報理工学院, 特任准教授 2017 – 2019: 東京大学, 大学院情報理工学系研究科, 特任講師 2016: 東京大学, 大学院情報学環・学際情報学府, 助教
Review Section/Research Field	Principal Investigator Basic Section 61010:Perceptual information processing-related / Perceptual information processing Except Principal Investigator Basic Section 61030:Intelligent informatics-related / Medium-sized Section 61:Human informatics and related fields
Keywords	Principal Investigator ニューラルネットワーク / 深層学習 / 物体検出 / MTL / 汎化性能 / 領域分割 / 物体追跡 / マルチタスク学習 / Long Short-term Memory / CNN … More / LSTM / 追跡 / 動画 / 検出 / 分類 / 風力発電 / 鳥 / 深層 / 学習 / 動き … More Except Principal Investigator 深層学習 / 映像認識 / 人工知能 / 目標値伝播法 / 潜在表現 / トランスフォーマー / 推論根拠 / 記憶想起 / マルチモーダル認識 / 音声認識 / 画像認識 Less

深層生成モデルを活用した構成的なパターン認識・理解
- Principal Investigator
  
  篠田浩一
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Institute of Science Tokyo
知識限界を明確化する機能分化された深層学習
- Principal Investigator
  
  佐藤育郎
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Institute of Science Tokyo
Development of deep neural network architecture for multitask learningPrincipal Investigator
- Principal Investigator
  
  Kawakami Rei
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Tokyo Institute of Technology
  The University of Tokyo
Moving object detection and classification using deep learningPrincipal Investigator
- Principal Investigator
  
  Kawakami Rei
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Perceptual information processing
- Research Institution
  The University of Tokyo

All 2024 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article Presentation Patent

[Journal Article] Egocentric Human Activities Recognition With Multimodal Interaction Sensing2024
- Author(s)
  Hao Yuzhe、Kanezaki Asako、Sato Ikuro、Kawakami Rei、Shinoda Koichi
- Journal Title
  
  IEEE Sensors Journal
  
  Volume: 24 Issue: 5 Pages: 7085-7096
- DOI
  10.1109/jsen.2023.3349191
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23H00490
[Journal Article] Scale-space Tokenization for Improving the Robustness of Vision Transformers2023
- Author(s)
  Xu Lei、Kawakami Rei、Inoue Nakamasa
- Journal Title
  
  Proceedings of the 31st ACM International Conference on Multimedia
  
  Volume: 1 Pages: 2684-2693
- DOI
  10.1145/3581783.3612060
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23H00490
[Journal Article] Parameter Efficient Transfer Learning for Various Speech Processing Tasks2023
- Author(s)
  Otake Shinta、Kawakami Rei、Inoue Nakamasa
- Journal Title
  
  Proc. IEEE International Conference on Acoustics, Speech and Signal Processing
  
  Volume: 1 Pages: 1-5
- DOI
  10.1109/icassp49357.2023.10096311
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K12089, KAKENHI-PROJECT-23H00490
[Journal Article] Multi Event Localization by Audio-Visual Fusion with Omnidirectional Camera and Microphone Array2023
- Author(s)
  Zheng Wenru、Yoshihashi Ryota、Kawakami Rei、Sato Ikuro、Kanezaki Asako
- Journal Title
  
  2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  
  Volume: 1 Pages: 1-5
- DOI
  10.1109/cvprw59228.2023.00255
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23H00490
[Journal Article] Step restriction for improving adversarial attacks2023
- Author(s)
  Goto Keita、Otake Shinta、Kawakami Rei、Inoue Nakamasa
- Journal Title
  
  Proc. IEEE International Conference on Acoustics, Speech and Signal Processing
  
  Volume: 5 Pages: 1-5
- DOI
  10.1109/icassp49357.2023.10094644
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K22865, KAKENHI-PROJECT-23H00490
[Journal Article] Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach2021
- Author(s)
  Ryota Yoshihashi, Rei Kawakami, Shaodi You, Tu Tuan Trinh, Makoto Iida, Takeshi Naemura
- Journal Title
  
  arxiv
  
  Volume: 05 Pages: 1-18
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] OUR Shurijo　みんなの首里城デジタル復元プロジェクト2020
- Author(s)
  川上玲
- Journal Title
  
  情報処理
  
  Volume: 61 Pages: 138-140
- NAID
  40022146186
- Open Access
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] Unsupervised anomaly detection with compact deep features for wind turbine blade images taken by a drone2019
- Author(s)
  Wang Yinan、Yoshihashi Ryota、Kawakami Rei、You Shaodi、Harano Tohru、Ito Masahiko、Komagome Katsura、Iida Makoto、Naemura Takeshi
- Journal Title
  
  IPSJ Transactions on Computer Vision and Applications
  
  Volume: 11 Issue: 1 Pages: 1-7
- DOI
  10.1186/s41074-019-0056-0
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] Cattle detection and counting in UAV images based on convolutional neural networks2019
- Author(s)
  Shao Wen、Kawakami Rei、Yoshihashi Ryota、You Shaodi、Kawase Hidemichi、Naemura Takeshi
- Journal Title
  
  International Journal of Remote Sensing
  
  Volume: 41 Issue: 1 Pages: 31-52
- DOI
  10.1080/01431161.2019.1624858
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] CVPR 2018 参加報告2018
- Author(s)
  谷合竜典, 川上玲
- Journal Title
  
  情報処理
  
  Volume: 59 Pages: 1044-1046
- NAID
  40021708112
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] 第98回私の研究開発ツール　マイクロソフトコグニティブサービス2018
- Author(s)
  川上玲
- Journal Title
  
  映像情報メディア学会誌
  
  Volume: 72 Pages: 423-426
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] Cross-connected Networks for Multi-task Learning of Detection and Segmentation2018
- Author(s)
  Seiichiro Fukuda, Ryota Yoshihashi, Rei Kawakami, Shaodi You, Makoto Iida, Takeshi Naemura
- Journal Title
  
  arXiv:1805.05569v1
  
  Volume: 5
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] 5分で分かる!? 有名論文ナナメ読み Geoffrey E. Hinton, Simon Osindero and Yee-Whye Teh : A Fast Learning Algorithm for Deep Belief Nets2018
- Author(s)
  川上玲
- Journal Title
  
  情報処理
  
  Volume: 59 Pages: 946-948
- Data Source
  KAKENHI-PROJECT-18K11348
[Journal Article] Pedestrian detection with motion features via two-stream ConvNets2018
- Author(s)
  Yoshihashi Ryota、Trinh Tu Tuan、Kawakami Rei、You Shaodi、Iida Makoto、Naemura Takeshi
- Journal Title
  
  IPSJ Transactions on Computer Vision and Applications
  
  Volume: 10 Issue: 1
- DOI
  10.1186/s41074-018-0048-5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348, KAKENHI-PROJECT-16J04552
[Journal Article] Bird detection and species classification with time-lapse images around a wind farm: Dataset construction and evaluation2017
- Author(s)
  Yoshihashi R.、Kawakami R.、Iida M.、Naemura T.
- Journal Title
  
  Wind Energy
  
  Volume: 20 Issue: 12 Pages: 1983-1995
- DOI
  10.1002/we.2135
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K16083
[Journal Article] Combining deep features for object detection at various scales: Finding small birds in landscape images2016
- Author(s)
  A. Takeki, T. Trinh, R. Yoshihashi, R. Kawakami, M. Iida, and T. Naemura
- Journal Title
  
  IPSJ Transactions on Computer Vision and Application (CVA)
  
  Volume: 8 Issue: 1
- DOI
  10.1186/s41074-016-0006-z
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16J04552, KAKENHI-PROJECT-16K16083
[Patent] 情報処理装置、情報処理方法およびプログラム2022
- Inventor(s)
  太田敏博，佐藤育郎，川上玲，井上中順，田中正行，石川康太
- Industrial Property Rights Holder
  株式会社デンソーアイティーラボラトリ
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2022-148317
- Filing Date
  2022
- Data Source
  KAKENHI-PROJECT-23K24898
[Presentation] 動画像処理ニューラルネットワークを用いた日本手話の単語認識2024
- Author(s)
  安東芳高，川上玲
- Organizer
  情報処理学会全国大会
- Data Source
  KAKENHI-PROJECT-23H00490
[Presentation] Efficient Target Propagation by Deriving Analytical Solution2023
- Author(s)
  Yanhao Bao, Tatsukichi Shibuya, Ikuro Sato, Rei Kawakami, Nakamasa Inoue
- Organizer
  AAAI
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24898
[Presentation] Fixed-Weight Difference Target Propagation2023
- Author(s)
  Tatsukichi Shibuya, Nakamasa Inoue, Rei Kawakami, Ikuro Sato
- Organizer
  Association for the Advancement of Artificial Intelligence (AAAI) 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24898
[Presentation] ロボットによる物体再配置における多変量正規分布を用いた衝突回避2023
- Author(s)
  佐藤郎真, 井上中順, 川上玲
- Organizer
  画像の認識・理解シンポジウムMIRU
- Data Source
  KAKENHI-PROJECT-23H00490
[Presentation] Learning with Partial Forgetting in Modern Hopfield Networks2023
- Author(s)
  Toshihiro Ota, Ikuro Sato, Rei Kawakami, Masayuki Tanaka, Nakamasa Inoue
- Organizer
  Artificial Intelligence and Statistics (AISTATS) 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K24898
[Presentation] Trajectory Collection with Few-Shot Imitation Learning and Proximal Policy Optimization.2023
- Author(s)
  Kenji Cari Koga, Nakamasa Inoue, Rei Kawakami
- Organizer
  画像の認識・理解シンポジウムMIRU
- Data Source
  KAKENHI-PROJECT-23H00490
[Presentation] 大規模事前学習済みニューラルネットワークの意味的階層構造の分析2023
- Author(s)
  寺内怜央, 佐藤育郎, 吉橋亮太, 池畑諭, 加太将弘, 川上玲
- Organizer
  画像の認識・理解シンポジウムMIRU
- Data Source
  KAKENHI-PROJECT-23H00490
[Presentation] 生成的特徴量の角度依存性に着目した視点角度推定の精度向上2022
- Author(s)
  チェンマーク, 川上玲, 佐藤育郎, 苗村健
- Organizer
  IPSJ SIG-CVIM: Computer Vision and Image Media
- Data Source
  KAKENHI-PROJECT-23K24898
[Presentation] 映像生成による時間順序の並べ替えで学習した時空間コンテキストに基づく異常検知2020
- Author(s)
  邵文, 川上玲, 苗村健
- Organizer
  画像の認識・理解シンポジウム(MIRU2020)
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] RNN-based Motion Prediction in Competitive Fencing Considering Interaction between Players2020
- Author(s)
  Yutaro Honda, Rei Kawakami, Takeshi Naemura
- Organizer
  British Machine Vision Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] 画像と音声の特徴マッチングによる物体およびシーンを考慮した環境音の生成2020
- Author(s)
  Chanya Kukulprasong, 川上玲, 苗村健
- Organizer
  画像の認識・理解シンポジウム(MIRU2020)
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] フェンシングにおける選手間相互作用を考慮したRNNによる姿勢予測2020
- Author(s)
  本田悠太郎, 川上玲, 苗村健
- Organizer
  画像の認識・理解シンポジウム(MIRU2020)
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] フェンシングにおける選手間相互作用を考慮したRNNによる姿勢予測2020
- Author(s)
  本田悠太郎, 川上玲, 苗村健
- Organizer
  統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] Cross-connected Networks for Multi-task Learning of Detection and Segmentation2019
- Author(s)
  Rei Kawakami, Ryota Yoshihashi, Seiichiro Fukuda, Shaodi You, Makoto Iida, Takeshi Naemura
- Organizer
  IEEE International Confenrence on Image Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] 風車ブレード画像における損傷検知のための教師あり・教師無し学習の比較2019
- Author(s)
  王亦楠, 川上玲, 原野徹, 伊藤昌彦, 駒込桂, 飯田誠, 苗村健
- Organizer
  風力エネルギー利用シンポジウム
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] ドローンによる牧場空撮画像における乳牛の個体識別2019
- Author(s)
  田口航平, 邵文, 川上玲, 川瀬英路, 苗村健
- Organizer
  画像センシングシンポジウムSSII
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] Classification-Reconstruction Learning for Open-Set Recognition2019
- Author(s)
  Ryota Yoshihashi, Wen Shao, Rei Kawakami , Shaodi You, Makoto Iida, and Takeshi Naemura
- Organizer
  IEEE Computer Society Conference on Computer Vision and Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] てんかん診断に向けた神経細胞画像におけるγアミノ酪酸受容体の異常運動の検出2019
- Author(s)
  児玉悠斗, 川上玲, 坂内博子, 苗村健
- Organizer
  画像の認識・理解シンポジウム (MIRU2019)
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] 風車ブレードのドローンによる空撮画像における異常検知手法の検討2018
- Author(s)
  王亦楠,吉橋亮太,川上玲,尤少迪,原野徹,伊藤昌彦,駒込桂,飯田誠,苗村健
- Organizer
  風力エネルギー利用シンポジウム
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] 動き表現の深層学習に基づく小物体の検出と追跡2018
- Author(s)
  吉橋亮太，チントゥアントゥー，川上玲，尤少迪，飯田誠，苗村健
- Organizer
  画像の認識・理解シンポジウム (MIRU2018)
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] GANを用いた単一画像からのハイダイナミックレンジ画像の生成2018
- Author(s)
  森脇健太, 吉橋亮太, 川上玲, ユウシャオディ, 苗村健
- Organizer
  情報処理学会CVIM研究会
- Data Source
  KAKENHI-PROJECT-18K11348
[Presentation] 放牧支援のための空撮画像における CNN に基づく牛検出2017
- Author(s)
  邵文, 福田誠一郎, 吉橋亮太, 川上玲, 尤少迪, 川瀬英路, 苗村健
- Organizer
  映像メディア処理シンポジウム(IMPS2017)
- Data Source
  KAKENHI-PROJECT-16K16083
[Presentation] 鳥プロジェクトの紹介―深層学習による動物体の検出と識別―2017
- Author(s)
  川上玲
- Organizer
  日本画像学会年次大会
- Invited
- Data Source
  KAKENHI-PROJECT-16K16083
[Presentation] 畜産業支援に向けたドローンによる空撮画像の撮影と牛検出への応用2017
- Author(s)
  王晋，福田誠一郎，吉橋亮太，川上玲，川瀬英路，苗村健
- Organizer
  画像センシングシンポジウム(SSII2017)
- Data Source
  KAKENHI-PROJECT-16K16083
[Presentation] Detection of small birds in large images by combining a deep detector with semantic segmentation2016
- Author(s)
  Akito Takeki, Tu Tuan Trinh, Ryota Yoshihashi, Rei Kawakami, Makoto Iida, and Takeshi Naemura
- Organizer
  IEEE International Conference on Image Processing
- Place of Presentation
  Phoenix Convention Center, Arizona, USA
- Year and Date
  2016-09-25
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16083
[Presentation] 鳥検出のための矩形領域を教師情報としたCNNによる領域分割2016
- Author(s)
  福田誠一郎，吉橋亮太，川上玲，飯田誠，苗村健
- Organizer
  映像情報メディア年次大会
- Place of Presentation
  三重大学（三重県・津市）
- Year and Date
  2016-08-31
- Data Source
  KAKENHI-PROJECT-16K16083
[Presentation] 領域分割と検出器の組み合わせによる解像度に適応的な鳥画像検出 ― 遠景画像における小さな鳥の検出2016
- Author(s)
  竹木章人，チントゥアントゥー，吉橋亮太，川上玲，飯田誠，苗村健
- Organizer
  画像の認識・理解シンポジウム MIRU
- Place of Presentation
  アクトシティ浜松（静岡県・浜松市）
- Year and Date
  2016-08-01
- Data Source
  KAKENHI-PROJECT-16K16083
[Presentation] 複雑な背景や変形を考慮したロバストな鳥の自動追跡2016
- Author(s)
  チャンホアンバ，吉橋亮太，川上玲，飯田誠，苗村健
- Organizer
  画像センシングシンポジウム SSII
- Place of Presentation
  パシフィコ横浜（神奈川県・横浜市）
- Year and Date
  2016-06-08
- Data Source
  KAKENHI-PROJECT-16K16083
[Presentation] Bird Detection near Wind Turbines from High-resolution Video using LSTM Networks2016
- Author(s)
  Tu Tuan Trinh, Ryota Yoshihashi, Rei Kawakami , Makoto Iida, and Takeshi Naemura
- Organizer
  World Wind Energy Conference and Exhibition
- Place of Presentation
  東京大学（東京都・文京区）
- Year and Date
  2016-10-31
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16083

1. 篠田浩一 (10343097)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. 井上中順 (10733397)

# of Collaborated Projects: 2 results

# of Collaborated Products: 8 results
3. 佐藤育郎 (90895525)

# of Collaborated Projects: 2 results

# of Collaborated Products: 8 results
4. 横田理央 (20760573)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Kawakami Rei 川上 玲

Research Projects

Research Products

Co-Researchers

深層生成モデルを活用した構成的なパターン認識・理解

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

知識限界を明確化する機能分化された深層学習

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of deep neural network architecture for multitask learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Moving object detection and classification using deep learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Egocentric Human Activities Recognition With Multimodal Interaction Sensing2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Scale-space Tokenization for Improving the Robustness of Vision Transformers2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Parameter Efficient Transfer Learning for Various Speech Processing Tasks2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Multi Event Localization by Audio-Visual Fusion with Omnidirectional Camera and Microphone Array2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Step restriction for improving adversarial attacks2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach2021

Author(s)

Journal Title

Data Source

[Journal Article] OUR Shurijo みんなの首里城デジタル復元プロジェクト2020

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Unsupervised anomaly detection with compact deep features for wind turbine blade images taken by a drone2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Cattle detection and counting in UAV images based on convolutional neural networks2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] CVPR 2018 参加報告2018

Author(s)

Journal Title

NAID

Data Source

[Journal Article] 第98回 私の研究開発ツール マイクロソフトコグニティブサービス2018

Author(s)

Journal Title

Kawakami Rei 川上玲

[Journal Article] OUR Shurijo　みんなの首里城デジタル復元プロジェクト2020

[Journal Article] 第98回私の研究開発ツール　マイクロソフトコグニティブサービス2018