Faculty Profiles - Deguchi Daisuke

Presentations -

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A study on possessing detection of belongings from human image using human direction

Yasuhiro Asai, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase

16th Meeting on Image Recognition & Understanding (MIRU2013) 2013.7.1

Localization of point heat sources using the spatial characteristic of a sensor in an infrared sensor array

Takashi Hosono, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase

16th Meeting on Image Recognition & Understanding (MIRU2013) 2013.7.1

Automatic Pedestrian Segmentation Using Grab-cut and Active Shape Model Feedback

Esmaeil Pourjam, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase

16th Meeting on Image Recognition & Understanding (MIRU2013) 2013.7

Pedestrian Detection by Scene Dependent Classifiers with Generative Learning International conference

Hidefumi Yoshida, Daichi Suzuo, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Takashi Machida, Yoshiko Kojima

2013 IEEE Intelligent Vehicles Symposium (IV2013) 2013.6.25

Event date： 2013

Language：English Presentation type：Poster presentation

Venue：Gold Coast, Australia

Recently, pedestrian detection from in-vehicle camera images is becoming an crucial technology for Intelligent Transportation Systems (ITS). However, it is difficult to detect pedestrians accurately in various scenes by obtaining training samples. To tackle this problem, we propose a method to construct scene dependent classifiers to improve the accuracy of pedestrian detection. The proposed method selects an appropriate classifier based on the scene information that is a category of appearance associated with location information. To construct scene dependent classifiers, the proposed method introduces generative learning for synthesizing scene dependent training samples. Experimental results showed that the detection accuracy of the proposed method outperformed the comparative method, and we confirmed that scene dependent classifiers improved the accuracy of pedestrian detection.

Surrounding environment recognition using in-vehicle camera

Daisuke Deguchi, Keisuke Doman, Ichiro Ide, Hiroshi Murase

2013.6.10

Segmentation of Human Instances Using Grab-cut and Active Shape Model Feedback International conference

Esmaeil Pourjam, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase

IAPR Conference on Machine Vision Applications (MVA) 2013 2013.5.21

A Study on People Counting from Multiple Cameras Using Visual Hull

Yoshimune Tabuchi, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomonori Izumitani, Kunio Kashino

2013 IEICE General Conference 2013.3.22

A preliminary study on personal adaptation for predicting pedestrian's detectability

Ryunosuke Tanishige, Keisuke Doman, Daisuke Deguchi, Yoshito Mekada, Ichiro Ide, Hiroshi Murase, Naoki Nitanda

2013 IEICE General Conference 2013.3.21

A Study on Belongings Recognition from Human Image in Surveillance Video

Yasuhiro Asai, Daisuke Deguchi, Tomokazu Takahashi, Ichiro Ide, Hiroshi Murase

2013 IEICE General Conference 2013.3.20

A study on localization of point heat sources using an infrared sensor array

Takashi Hosono, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Yoshihisa Ijiri

2013 IEICE General Conference 2013.3.20

A Study on Gaze Estimation from Person Images Using Head Pose Information

Nobuhiro Funatsu, Tomokazu Takahashi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase

IEICE Technical Report (PRMU) 2013.3.14

A study on a pedestrian detector adaptive to driving environment using in-vehicle camera and GPS

Daichi Suzuo, Hidefumi Yoshida, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Takashi Machida, Yoshiko Kojima

IEICE Technical Report (PRMU) 2013.3.14

Annual report on activities of Sakai deployment in Nagoya University

Daisuke Deguchi, Akifumi Goto, Shigeki Ohira, Yoshihiro Ohta, Nao Tanoue, Takahiro Nakatsukasa, Kensaku Mori

Ja Sakai Annual Conference 2013 2013.3.14

Estimation of the Representative Story Transition in a Choronological Semantic Structure of News Topics

Kosuke Kato, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase

IEICE Technical Report (MVE) 2013.3.12

Event Detection based on Twitter Enthusiasm Degree for Making a Sports Highlight Video

Taishi Tomita, Keisuke Doman, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase

IEICE Technical Report (MVE) 2013.3.12

Extraction of Tips on Taste in Supplementary Information of Cooking Recipes

Satoshi Yokoi, Yasuhiro Hayashi, Keisuke Doman, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase, Yuto Mizuno, Tomoko Kojiri, Kazuhisa Seta

IEICE Technical Report (MVE) 2013.3.11

Ingredients Estimation in a Dish by Learning from a Large Number of Recipes with Images

Hiroki Matsunaga, Satoshi Yokoi, Yasuhiro Hayashi, Keisuke Doman, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase

IEICE Technical Report (MVE) 2013.3.11

Generation of a scenery video with no obstacle from a video captured from inside a vehicle

Toru Kotsuka, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase

Tokai-Section Joint Conference on Electrical and Related Engineering 2013 2013.9.25

A study on a driving environment adaptive pedestrian detection leveraging location information

Daichi Suzuo, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hiroyuki Ishida, Yoshiko Kojima

Tokai-Section Joint Conference on Electrical and Related Engineering 2013 2013.9.25

Scene Duplicate Detection from News Videos Using Visual Features and Audio Features

Haruka Kumagai, Keisuke Doman, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase

IEICE Technical Report (MVE) 2013.9.26

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