Profile
中根 拓未 (Takumi NAKANE)
Title: Assistant Professor
Affiliation: Mechanical Engineering Course, Department of Mechanical Engineering, Faculty of Engineering, Gifu University
Email: tnakane113(at)gmail.com
Research Field: Evolutionary Computation, Optimization, Deep Learning, Computer vision
Publication
Journal papers
Tsubasa Takano, Takumi Nakane, Jun Yu, Chao Zhang, Tactile Paving Detection and Tracking using Tenji10K Dataset, IEEJ Transactions on Electrical and Electronic Engineering, 12 pages, 2024
中根拓未，佐藤惇哉，五十嵐泰智，東海彰吾，張潮，テンプレートマッチングを用いた追跡問題に対する荷電多粒子群最適化の提案，精密工学会誌，Vol. 89，No. 6，pp. 506-514，2023
Takumi Nakane, Haoran Xie, Chao Zhang, Image Deformation Estimation via Multiobjective Optimization, IEEE Access, Vol. 10, pp. 53307-53323, 2022 [arXiv]
Haitian Sun, Takumi Nakane, Naidan Zhang, Chao Zhang, Evolutionary Rear-lamp Tracking at Nighttime, IEEE Access, Vol. 9, pp. 86667-86676, 2021
Tsubasa Takano, Takumi Nakane, Takuya Akashi, Chao Zhang, Braille Block Detection via Multi-Objective Optimization from an Egocentric Viewpoint, Sensors, Vol. 21, No. 8, Article Number 2775, 15 pages, 2021
Takumi Nakane, Xuequan Lu, Chao Zhang, A Search History-Driven Offspring Generation Method for the Real-Coded Genetic Algorithm, Computational Intelligence and Neuroscience, Vol. 2020, Article ID 8835852, 20 pages, 2020
Takumi Nakane, Naranchimeg Bold, Haitian Sun, Xuequan Lu, Takuya Akashi, Chao Zhang, Application of Evolutionary and Swarm Optimization in Computer Vision: A Literature Survey, IPSJ Transactions on Computer Vision and Applications, Vol. 12, No. 3, 34 pages, 2020
中根拓未，明石卓也，張潮，テンプレートマッチングにおける確率的なビット操作を用いた容易に並列化可能な進化的最適化手法の提案，精密工学会誌，Vol. 85，No. 1，pp. 98-106，2019
International conferences
Takumi Nakane, Masahiro Kato, Yoshinori Yoshida, Automatic Measurement of Sheared Surface Length with In-Situ Shearing Test with Metaheuristic Image Analysis Algorithm (poster), 9th JSTP International Seminar on Precision Forging (ISPF), pp. 47-48, 2024
Takumi Nakane, Takuya Akashi, Chao Zhang, Template Matching via Search History Driven Genetic Algorithm, International Workshop on Advanced Image Technology (IWAIT), Vol. 12177, pp. 61-66, 2022
Takumi Nakane, Haitian Sun, Chao Zhang, Rear-Lamp Localization with Real-Coded Genetic Algorithm at Nighttime, IEEE 9th Global Conference on Consumer Electronics (GCCE), pp. 329-330, 2020
Takumi Nakane, Xuequan Lu, Chao Zhang, SHX: Search History Driven Crossover for Real-Coded Genetic Algorithm (poster), The Genetic and Evolutionary Computation Conference (GECCO), pp. 217–218, 2020 [arXiv]
Takumi Nakane, Tatsuya Takeshita, Shogo Tokai, Chao Zhang, Vehicle Rear-Lamp Detection at Nighttime via Probabilistic Bitwise Genetic Algorithm, International Conference on Cyberworlds (CW), pp. 117-120, 2019
Takumi Nakane, Takuya Akashi, Xuequan Lu, Chao Zhang, A Probabilistic Bitwise Genetic Algorithm for B-Spline based Image Deformation Estimation (poster), The Genetic and Evolutionary Computation Conference (GECCO), pp. 300-301, 2019 [arXiv]
Chunzhi Gu, Takumi Nakane, Takuya Akashi, Chao Zhang, Merging Scored Bounding Boxes with Gaussian Mixture Model for Object Detection, The 6th IIAE International Conference on Intelligent Systems and Image Processing (ICISIP), pp. 249-255, 2018
Domestic conferences
中根拓未，余俊，張潮，対話型遺伝的アルゴリズムを用いたStyleGANからの顔画像生成支援システムの提案，第22回進化計算学会研究会，S3-3，pp. 64-68，2022
宮村大輝，中根拓未，余俊，張潮，多目的進化的最適化における動的代理モデルの導入に関する検討，第21回進化計算学会研究会，S2-1，pp. 36-39，2022
五十嵐泰智，中根拓未，明石卓也，張潮，Hierarchical Charged Swarm Optimizationを用いたテンプレートマッチング手法の提案 (ポスター)，Vision Engineering Workshop (ViEW)，IS3-02，pp. 394-397，2020
宮村大輝，中根拓未，明石卓也，張潮，物理演算エンジンを活用した遺伝的アルゴリズムによる四脚ロボットの歩行シミュレーションに関する研究 (ポスター)，Vision Engineering Workshop (ViEW)，IS2-D4，2019
五十嵐泰智，中根拓未，張潮，Charged Particle Swarm Optimization を用いた回転及びスケーリングに対応可能なテンプレートマッチング手法の提案 (ポスター)，動的画像処理実利用化ワークショップ (DIA)，IS2-12，pp. 309-312，2019
中根拓未，五十嵐泰智，明石卓也，張潮，低フレーム動画における粒子群最適化を用いた追跡アルゴリズムの改良 (ポスター)，Vision Engineering Workshop (ViEW)，IS1-A11，pp. 97-101，2018
中根拓未，明石卓也，張潮，テンプレートマッチングにおける確率的なビット操作による最適化手法の提案，Vision Engineering Workshop (ViEW)，OS3-H3 (IS2-C5)，pp. 287-291，2017
Miscellaneous
Takumi Nakane, Application of Genetic Algorithm in Computer Vision, 3rd Joint Workshop for Materials Processing Innovation with KIMS and Gifu University, 2023
Takumi Nakane, Taiki Miyamura, Jun Yu, Chao Zhang, A Model Selection Method for Surrogate-Assisted Evolutionary Algorithms, 2nd International Symposium on Intelligence Design (ISID), 2022
Tsubasa Takano, Takumi Nakane, Jun Yu, Haoran Xie, Chao Zhang, An Image Dataset for First-Person Tactile Paving Detection, 2nd International Symposium on Intelligence Design (ISID), 2022
Takumi Nakane, Chao Zhang, An Interactive Optimization Framework for Image Registration, 1st International Symposium on Intelligence Design (ISID), 2021
Grants
中根拓未，サロゲート進化的アルゴリズムにおける多重最適化を用いた新しいフレームワークの開発，日本学術振興会 科学研究費助成事業 研究活動スタート支援，2023年8月 - 2025年3月
Awards
中根拓未，余俊，張潮，対話型遺伝的アルゴリズムを用いたStyleGANからの顔画像生成支援システムの提案，第22回進化計算学会研究会，2022 (プレゼンテーション賞)
Chunzhi Gu, Takumi Nakane, Takuya Akashi, Chao Zhang, Merging Scored Bounding Boxes with Gaussian Mixture Model for Object Detection, The 6th IIAE International Conference on Intelligent Systems and Image Processing 2018 (ICISIP2018), 2018 (Best Presentation Award)