Publications

Improved Generalization Bounds of Group Invariant / Equivariant Deep Networks via Quotient Feature Spaces

Akiyoshi Sannai, Masaaki Imaizumi, Makoto Kawano

Group Equivariant Conditional Neural Processes

Makoto Kawano, Wataru Kumagai, Akiyoshi Sannai, Yusuke Iwasawa, Yutaka Matsuo

GANonymizer: Image Anonymization Method Integrating Object Detection and Generative Adversarial Network

Tomoki Tanimura, Makoto Kawano, Takuro Yonezawa, Jin Nakazawa

CityFlow: Supporting Spatial-Temporal Edge Computing for Urban Machine Learning Applications

Makoto Kawano, Takuro Yonezawa, Tomoki Tanimura, Nam Ky Giang, Matthew Broadbent, Rodger Lea, Jin Nakazawa

GANonymizer:物体検出と敵対的生成を用いた映像匿名化手法

谷村朋樹, 河野慎, 米澤拓郎, 中澤仁

CityInspector: 自治体の日常業務を拡張する車載カメラ型エッジ道路損傷点検システム

河野慎, 米澤拓郎, 興野悠太郎, 中澤仁

CityFlow: Exploiting Edge Computing for Large Scale Smart City Applications

Nam Ky Giang, Victor C.M. Leung, Makoto Kawano, Takuro Yonezawa, Jin Nakazawa, Rodger Lea, Matt Broadbent

Road marking blur detection with drive recorder

Makoto Kawano, Kazuhiro Mikami, Satoshi Yokoyama, Takuro Yonezawa, Jin Nakazawa

Deep on Edge: Opportunistic Road Damage Detection with Official City Vehicles

Makoto Kawano, Takuro Yonezawa, Jin Nakazawa

C's: Sensing the Quality of Traffic Markings Using Camera-Attached Cars

Takafumi Kawasaki, Makoto Kawano, Takeshi Iwamoto, Michito Matsumoto, Takuro Yonezawa, Jin Nakazawa, Hideyuki Tokuda

PDF DOI J-STAGE

Recurrent Neural Networkによるマイクロブログの位置推定

河野慎, 植田一博

PDF DOI J-STAGE

Damage Detector: The Damage Automatic Detection of Compartment Lines Using A Public Vehicle and A Camera

Takafumi Kawasaki, Makoto Kawano, Takeshi Iwamoto, Michito Matsumoto, Takuro Yonezawa, Jin Nakazawa, Hideyuki Tokuda

ソーシャルネットワークにおける共通の友人に着目した実世界イベント分類手法

佐藤翔野, 米澤拓郎, 河野慎, 中澤仁, 川崎仁嗣, 太田賢, 稲村浩, 徳田英幸

Where Are You Talking From?: Estimating the Location of tweets Using Recurrent Neural Networks

Makoto Kawano, Kazuhiro Ueda

Recursive Autoencoderに基づいた移動軌跡からの特徴量自動抽出手法の提案

河野慎, 遠藤結城, 戸田浩之, 小池義昌, 植田一博

ソーシャル・ネットワークにおけるフォロー集合分析に基づく実世界イベント分類手法の提案

河野慎, 米澤拓郎, 中澤仁, 川崎仁嗣, 太田賢, 稲村浩, 徳田英幸

PDF 情報学広場

Classifying urban events' popularity by analyzing friends information in location-based social network

Makoto Kawano, Takuro Yonezawa, Jin Nakazawa, Satoshi Kawasaki, Ken Ohta, Hiroshi Inamura, Hideyuki Tokuda