PUBLICATION

Top venues in computer vision, machine learning.
Top journals in computer vision, machine learning.

Journal papers

J-17, in preparation (h)
J-16, in preparation (n)
J-15, under review (c)
J-14, under review (g)
J-13, Chao Zhang, Xuequan Lu, Katsuya Hotta, Xi Yang, G2MF-WA: Geometric Multi-Model Fitting with Weakly Annotated Data, Computational Visual Media, 10 pages, 2020
J-12, Jing Zhang, Masaki Kikuta, Chao Zhang, Akiyoshi Ito, Kenichi Anmi, Yoichi Matsui, Takuya Akashi, Defect Inspection of Coated Automobile Roofs Using a Single Camera, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 15, No. 4, 10 pages, 2020
J-11, Bold Naranchimeg*, Chao Zhang* (*Equal Contribution), Takuya Akashi, 3D Point Cloud Retrieval with Bidirectional Feature Match, IEEE Access, Vol.7 (1), pp.164194-164202, 2019
J-10, Chao Zhang, Energy Minimization over m-Branched Enumeration for Generalized Linear Subspace Clustering , IEICE Transactions on Information and Systems, Vol.E102-D, No.12, pp.2485-2492, 2019
J-9, Bold Naranchimeg, Chao Zhang, Takuya Akashi, Cross-domain Deep Feature Combination for Bird Species Classification with Audio-Visual Data, IEICE Transactions on Information and Systems, Vol.E102-D, No.10, pp.2033-2042, 2019
J-8, Haitian Sun, Chao Zhang, Takuya Akashi, Recurrent Bidirectional Visual Human Pose Retrieval, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 14, No. 7, pp. 1074-1081, 2019
J-7, 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
J-6, Chao Zhang, Takuya Akashi, Two-side Agreement Learning for Non-Parametric Template Matching, IEICE Transactions on Information and Systems, Vol.E100-D, No.1, pp.140-149, 2017
J-5, Chao Zhang, Takuya Akashi, Robust Projective Template Matching, IEICE Transactions on Information and Systems, Vol.E99-D, No.9, pp.2341-2350, 2016
J-4, Chao Zhang, Haitian Sun, Takuya Akashi, Robust Non-Parametric Template Matching with Local Rigidity Constraints, IEICE Transactions on Information and Systems, Vol.E99-D, No.9, pp.2332-2340, 2016
J-3, Chao Zhang, Takuya Akashi, High-Speed and Local-changes Invariant Image Matching, IEICE Transactions on Information and Systems, Vol.E98-D, No.11, pp.1958-1966, 2015
J-2, Chao Zhang, Yo Yamagata, Takuya Akashi, Robust Visual Tracking via Coupled Randomness, IEICE Transactions on Information and Systems, Vol.E98-D, No.5, pp.1080-1088, 2015
J-1, Chao Zhang, Chen Li, Yong Wang, Yang Zhang, uPOSC4.5: A Decision Tree Algorithm for PU Learning with Uncertainty, Journal of Computer Research and Development, 47(Suppl.), 316-324, 2010

International conferences

I-17 Yi Zhang, Chao Zhang, Takuya Akashi, Multi-scale Template Matching with Scalable Diversity Similarity in Unconstrained Environment, British Machine Vision Conference (BMVC), Cardiff, 9th-12th September, 2019
I-16 Bold Naranchimeg, Chao Zhang, Takuya Akashi, Bird Species Classification with Audio-Visual Data using CNN and Multiple Kernel Learning, Proceedings of the International Conference on Cyberworlds (CW), pp. 85-88, 2019
I-15 Takumi Nakane, Takeshita Tatsuya, Shogo Tokai, Chao Zhang, Vehicle Rear-lamp Detection at Nighttime via Probabilistic Bitwise Genetic Algorithm, Proceedings of the International Conference on Cyberworlds (CW), pp. 117-120, 2019
I-14 Chunzhi Gu, Kota Ushiwaka, Shogo Tokai, Chao Zhang, Point Cloud Filtering via Generalized Gaussian Mixture Model, Proceedings of the 7th IIAE International Conference on Intelligent Systems and Image Processing (ICISIP), pp. 86-92, 2019
I-13 Takumi Nakane, Takuya Akashi, Xuequan Lu, Chao Zhang, A Probabilistic Bitwise Genetic Algorithm for B-Spline based Image Deformation Estimation, Proceedings of the Genetic and Evolutionary Computation Conference 2019 (GECCO ’19), Prague, July 13th-17th, 2019
I-12, Uuganbayar Ganbold, Takuya Akashi, Chao Zhang, Hiroyuki Tomita, Hitoshi Kubota, Horizontal Line Detection using Genetic Algorithm, Joint International Workshop IWAIT-IFMIA, Nanyang Executive Centre, Singapore, January 06-09, 2019
I-11, Chunzhi Gu, Takumi Nakane, Takuya Akashi, Chao Zhang, Merging Scored Bounding Boxes with Gaussian Mixture Model for Object Detection, Proceedings of the 6th IIAE International Conference on Intelligent Systems and Image Processing (ICISIP), pp.249-255, 2018
I-10, Katsuya Hotta, Shogo Tokai, Chao Zhang, Search Region Correction via Spectrum Domain for Online Visual Tracking, Proceedings of the 6th IIAE International Conference on Intelligent Systems and Image Processing (ICISIP), pp. 256-262, 2018
I-9, Haitian Sun, Mengbo You, Chao Zhang, Takuya Akashi, A Visual Marker based Image Annotation Tool with Projective Transformation, Mecatronics2018, Mie University, Tsu, Mie, Japan, September 10-12, 2018
I-8, Uuganbayar Ganbold, Chao Zhang, Hiroyuki Tomita, Hitoshi Kubota, Takuya Akashi, Foreground Grouping and Separation Algorithms for Object Detection with a Vehicle-mounted Fisheye Camera, International Symposium on Future Active Safety Technology Toward zero traffic accidents (FAST-zero), 2017
I-7, Yi Zhang, Chao Zhang, Takuya Akashi, Localization of Vehicle Inspection Sticker in a Single Image, International Symposium on Future Active Safety Technology Toward zero traffic accidents (FAST-zero), 2017
I-6, Haitian Sun, Chao Zhang, Takuya Akashi, 3D Skeleton Matters: Human Pose Retrieval by Human Pose Reconstruction, International Workshop on Frontiers of Computer Vision (IW-FCV), P2-02, 2017
I-5, Hiroki Hiroyama, Haitian Sun, Chao Zhang, Takuya Akashi, Interactive Depth Ambiguity Correction for 3D Human Pose Estimation, International Workshop on Frontiers of Computer Vision (IW-FCV), O4-01, 2017
I-4, Chao Zhang, Takuya Akashi, Fast Affine Template Matching over Galois Field , British Machine Vision Conference (BMVC), pp. 121.1-121.11, 2015. (acceptance rate: 33%)
I-3, Chao Zhang, Takuya Akashi, Simplifying Genetic Algorithm: A Bit Order Determined Sampling Method for Adaptive Template Matching, Irish Machine Vision and Image Processing Conference (IMVIP), pp.90-95, 26-28 August 2015
I-2, Chao Zhang, Takuya Akashi, Compressive Image Retrieval with Modified Images, 10th Asian Control Conference (ASCC), pp.814-819, 31 May-3 June, 2015
I-1, Chao Zhang, Takuya Akashi, An Evolutional Pedestrian Detection Method with Probability-Based Model, 11th International Conference on Quality Control by Artificial Vision, pp.156-161, 2013

Domestic conferences

D-29, 堀田克哉,沖昌也,荻野裕平,張潮,出芽酵母細胞における細胞周期進行に基づいた分裂検出および追跡,第6回北陸エピジェネティクス研究会,福井,2019
D-28, 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,Vision Engineering Workshop (VIEW),IS2-D4,横浜,2019
D-27, 堀田克哉,東海彰吾,張潮,3次元点群データにおけるGraph Cutsを用いた人の骨格領域のセグメンテーションに関する研究,Vision Engineering Workshop (VIEW),OS2-H2(IS1-B11),横浜,2019
D-26, 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,IS2-12,動的画像処理実利用化ワークショップ(DIA2019),北九州,2019
D-25, 張精,菊田真基,張潮,明石卓也,松井洋一,伊藤昭芳,安味憲一,Automatic Defect Detection with Movement Trajectory in Video,OS4-3,動的画像処理実利用化ワークショップ(DIA2019),北九州,2019
D-24, 平山洋輝,孫海天,張潮,明石卓也,遺伝的アルゴリズムとルールベース補正を用いた人物の2次元姿勢からの3次元姿勢推定,OS1-1,動的画像処理実利用化ワークショップ(DIA2019),北九州,2019
D-23, 張精,菊田真基,張潮,明石卓也,松井洋一,伊藤昭芳,安味憲一,明暗勾配照明を用いた自動車のルーフにおける欠陥検出に関する検討,Vision Engineering Workshop (VIEW),横浜,2018
D-22, 牛若光太 ,楊渓,東海彰吾,張潮,確率混合分布による点群フィルタリングに関する検討,Vision Engineering Workshop (VIEW),横浜,2018
D-21, 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,Vision Engineering Workshop (VIEW),横浜,2018
D-20, 堀田克哉,沖昌也,荻野裕平,張潮,蛍光画像を用いた出芽酵母細胞における追跡および検出に関する検討,Vision Engineering Workshop (VIEW),横浜,2018
D-19, 堀田克哉,東海彰吾,張潮,オンライン視覚追跡における周波数領域による画像ブラー解析を用いた探索領域補正に関する研究,Vision Engineering Workshop (VIEW),横浜,2017
D-18, 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),横浜,2017
D-17, 平山洋輝,孫海天,張潮,明石卓也,遺伝的アルゴリズムを用いた単一画像における2Dアノテーションからの人物の3次元姿勢推定,Vision Engineering Workshop (VIEW),横浜,2017
D-16, Yi Zhang, Chao Zhang, Takuya Akashi, Improvement of Localization of Vehicle Inspection Stikcer with Projective Transformation and Constraints, 精密工学会画像応用技術専門委員会サマーセミナー, 北海道, 2017
D-15, 福田航,張潮,東海彰吾,手振れ補正特性が異なる首振り映像群の統合の高精度化とその応用,精密工学会画像応用技術専門委員会サマーセミナー,北海道,2017
D-14, Enkh-Erdene Jargalsaikhan, Mengbo You, Chao Zhang and Takuya Akashi, 3D Head Motion Tracking using Point Cloud of Nose Area with Genetic Algorithm, SICE第99回パターン計測部会研究会,茨城大学,2017
D-13, 孫海天, 張潮, 明石卓也, 線形近似表現によるスケッチ画像検索のための圧縮に関する研究, SSII2017(第23回画像センシングシンポジウム), IS3-11, 2017/6/9, 横浜
D-12, 張逸, 張潮, 明石卓也, 射影変換と制約を用いた車検標章ステッカー位置検出, SSII2017(第23回画像センシングシンポジウム), IS3-08, 2017/6/9, 横浜
D-11, 張精, 張潮, 明石卓也, 顔のランドマークに基づいた眼瞼裂検出に関する研究, 平成28年度 情報処理学会東北支部研究会, 2016/12/17, (資料番号2016-3-13)
D-10, Haitian Sun, Chao Zhang, Takuya Akashi, Refinement of Sketch-based Image Retrieval by Reducing the Visual Variation of Retrieval Results, 平成28年度第3回芸術科学会東北支部研究会, 2016/11/26
D-9, 山形曜, 張潮, 明石卓也, ビジュアルトラッキングにおけるサンプリング手法に関する検討, 知覚情報/次世代産業システム合同研究会, 2015/08/17
D-8, Sun Haitian, Zhang Chao, Takuya Akashi, Sketch-based Image Retrieval:Weighted HOG By Grayscale Value, 知覚情報/次世代産業システム合同研究会, PI-15-075,IIS-15-057, 2015/08/17
D-7, Chao Zhang, Takuya Akashi, Visual Similarity Analysis of Retouched Images for Copyright Infringement Detection, 電気学会知覚情報/次世代産業システム合同研究会, PI-15-023, 2015/03/26-27
D-6, 孫海天, 張潮, 明石卓也, Hands and head tracking with online learning algorithm, 平成26年度芸術科学会東北支部大会, 2015/01/10
D-5, 加藤成将, 張潮, 明石卓也, RGBチャンネルを用いたConvolutional Neural Networkによる人物検出, 平成26年度芸術科学会東北支部大会, 26-01, 2015/01/10
D-4, Guo Tian, Chao Zhang, Takuya Akashi, A Practical Method to Compute Traffic Flow, 第20回画像センシングシンポジウム(SSII2014, IS3-24, 2014
D-3, 山形曜, 張潮, 明石卓也, 歩道におけるカメラ位置推定, 平成25年度第1回芸術科学会東北支部大会, 25-10, 2014
D-2, Chao Zhang, Takuya Akashi, Improvement of An Evolutional Pedestrian Detection Method with Probability-Based Model, 平成25年度第3回芸術科学会東北支部研究会, 25-03-09, 2013
D-1, Chao ZHANG, Takuya AKASHI, Probability Distribution Template for Pedestrian Detection using Genetic Algorithm, 動的画像処理実利用化ワークショップ2013, pp.170-173, 2013

Awards

A-1, 張潮, 電子情報通信学会東北支部, 平成29年3月23日, 優秀学生表彰
A-2, Chunzhi Gu, Takumi Nakane, Takuya Akashi, Chao Zhang, Merging Scored Bounding Boxes with Gaussian Mixture Model for Object Detection, pp.249-255, International Conference on Intelligent Systems and Image Processing (ICISIP), Matsue, Japan, September 10-14, 2018. (Best presentation award)
A-3, Katsuya Hotta, Shogo Tokai, Chao Zhang, Search Region Correction via Spectrum Domain for Online Visual Tracking, pp.256-262, International Conference on Intelligent Systems and Image Processing (ICISIP), Matsue, Japan, September 10-14, 2018. (Best student paper award)
A-4, Chunzhi Gu, Kota Ushiwaka, Shogo Tokai, Chao Zhang, Point Cloud Filtering via Generalized Gaussian Mixture Model, International Conference on Intelligent Systems and Image Processing (ICISIP2019), Taipei, Taiwan, 2019. (Best student paper award)

Found

F-1, 科学研究費(代表),若手研究,スポーツ動作の正確性および協同性向上のための姿勢矯正アドバイスシステムの確立,平成30-31年度
F-2, スズキ財団科学技術研究助成,平成30年度