Publications
Journal (refereed)
- Masato Fujitake and Akihiro Sugimoto. Video Sparse Transformer with Attention-guided Memory for Video Object Detection. IEEE Access, 2022, doi: 10.1109/ACCESS.2022.3184031.
- Masato Fujitake, Akihiro Sugimoto. Temporal feature enhancement network with external memory for live-stream video object detection. Pattern Recognition, 2022, 108847.
- Masato Fujitake, Makito Inoue, and Takashi Yoshimi. Development of an Automatic Tracking Camera System Integrating Image Processing and Machine Learning
. J. Robot. Mechatron., Vol.33, No.6, pp. 1303-1314, 2021.
International Conference (refereed)
- Masato Fujitake. LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding.
In the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024.
- Masato Fujitake. RL-LOGO: Deep Reinforcement Learning Localization for Logo Recognition. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024.
- Masato Fujitake. DTrOCR: Decoder-only Transformer for Optical Character Recognition. To be appeard in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
- Masato Fujitake. DiffusionSTR: Diffusion Model for Scene Text Recognition. To be appeard in IEEE International Conference on Image Processing (ICIP 2023), 2023.
- Masato Fujitake. A3S: Adversarial learning of semantic representations for Scene-Text Spotting. In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023.
- Masato Fujitake and Akihiro Sugimoto. Video Representation Learning Through Prediction for Online Object Detection. In IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2022.
- Masato Fujitake and Hongpeng Ge. Temporally-aware Convolutional Block Attention Module for Video Text Detection. In IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021.
- Masato Fujitake and Akihiro Sugimoto. Real-time Object Detection by Feature map forecast For Live Streaming Video. In IEEE International Conference on Multimedia and Expo (ICME), 2021.
- Masato Fujitake and Akihiro Sugimoto. Temporal Feature Enhancement Network with External Memory for Object Detection in Surveillance Video. In International Conference on Pattern Recognition (ICPR), 2020.
- Masato Fujitake and Yoshimi Takashi. Estimation system of construction equipment from field image by combination learning of its parts. In Asian Control Conference (ACCS), 2017.
International Conference (Non-refereed)
- Yuki Okumura and Masato Fujitake. FA Team at the NTCIR-17 UFO Task. To be appeared at the NTCIR-17 Conference, 2023.
Domestic Conference
- 藤武将人, 拡散モデルを用いたシーンテキスト認識, 画像の認識・理解シンポジウムMIRU2023, 2023.
- 藤武将人, 杉本晃宏，特徴マップ予測によるライブストリーム動画物体検出, 画像の認識・理解シンポジウムMIRU2021, 2021.
- 井上槙人, 藤武将人, 吉見卓, 自動更新テンプレートマッチングと深層学習を用いた重機の自動カメラ追従システム, 第19回計測自動制御学会システムインテグレーション部門講演会, 2018.
- 井上槙人, 藤武将人, 吉見卓, 機械学習と画像処理を用いた重機の自動カメラ追従システム, 建設施工と建設機械シンポジウム, 2018.
- 藤武将人,吉見卓, 部位の組み合わせ学習による現場画像からの重機の種別推定システムの改良, ロボティクス・メカトロニクス講演会講演概要集, 2017.
Award
- ICASSP 2023: Top 3% Recognition Paper
- 平成30年度「建設施工と建設機械シンポジウム」論文賞
Open-source Software