Hirokatsu Kataoka

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computer vision deep learning pattern recognition cnn ai cvpr artificial intelligence activity recognition motion representation eccv action prediction action recognition video representation survey ilsvrc2015 iccv imagenet machine learning convolutional neural network phd university keio autonomous driving robotics deeplearning fashion data mining topic model ms coco resnet deep residual learning isvc isvc2015 dense trajectories convolutional neural networks tensorflow object recognition object detection adas itsc2015 新鋭研究者 ssii2015 conference accv

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Hirokatsu Kataoka

Presentations

Extended Co-occurrence HOG with Dense Trajectories for Fine-grained Activity Recognition- ACCV2014 paper

【チュートリアル】動的な人物・物体認識技術 -Dense Trajectories-

CV分野におけるサーベイ方法

PythonによるCVアルゴリズム実装

【SSII2015】人を観る技術の先端的研究

【ITSC2015】Fine-grained Walking Activity Recognition via Driving Recorder Dataset

TensorFlowによるCNNアーキテクチャ構築

【ISVC2015】Evaluation of Vision-based Human Activity Recognition in Dense Trajectory Framework

Deep Residual Learning (ILSVRC2015 winner)

ILSVRC2015 手法のメモ

CVPR 2016 速報

【CVPR2016_LAP】Dominant Codewords Selection with Topic Model for Action Recognition

【論文紹介】Fashion Style in 128 Floats: Joint Ranking and Classification using Weak Data for Feature Extraction (CVPR 2016)

【BMVC2016】Recognition of Transitional Action for Short-Term Action Prediction using Discriminative Temporal CNN Feature

【ECCV 2016 BNMW】Human Action Recognition without Human

ECCV 2016 速報

【チュートリアル】コンピュータビジョンによる動画認識

【慶應大学講演】なぜ、博士課程に進学したか？

【チュートリアル】コンピュータビジョンによる動画認識 v2