Search Results for author: Satoshi Tsutsui

Found 11 papers, 5 papers with code

Whose hand is this? Person Identification from Egocentric Hand Gestures

no code implementations17 Nov 2020 Satoshi Tsutsui, Yanwei Fu, David Crandall

But while one's own face is not frequently visible, their hands are: in fact, hands are among the most common objects in one's own field of view.

Gesture Recognition Person Identification

A Computational Model of Early Word Learning from the Infant's Point of View

1 code implementation4 Jun 2020 Satoshi Tsutsui, Arjun Chandrasekaran, Md. Alimoor Reza, David Crandall, Chen Yu

Human infants have the remarkable ability to learn the associations between object names and visual objects from inherently ambiguous experiences.

Active Object Manipulation Facilitates Visual Object Learning: An Egocentric Vision Study

no code implementations4 Jun 2019 Satoshi Tsutsui, Dian Zhi, Md. Alimoor Reza, David Crandall, Chen Yu

Inspired by the remarkable ability of the infant visual learning system, a recent study collected first-person images from children to analyze the `training data' that they receive.

Few-Shot Learning

edge2vec: Representation learning using edge semantics for biomedical knowledge discovery

1 code implementation7 Sep 2018 Zheng Gao, Gang Fu, Chunping Ouyang, Satoshi Tsutsui, Xiaozhong Liu, Jeremy Yang, Christopher Gessner, Brian Foote, David Wild, Qi Yu, Ying Ding

We propose this method for its added value relative to existing graph analytical methodology, and in the real world context of biomedical knowledge discovery applicability.

Biomedical Information Retrieval Information Retrieval +2

Minimizing Supervision for Free-space Segmentation

1 code implementation16 Nov 2017 Satoshi Tsutsui, Tommi Kerola, Shunta Saito, David J. Crandall

Our work demonstrates the potential for performing free-space segmentation without tedious and costly manual annotation, which will be important for adapting autonomous driving systems to different types of vehicles and environments

Autonomous Driving Autonomous Navigation +2

Distantly Supervised Road Segmentation

no code implementations21 Aug 2017 Satoshi Tsutsui, Tommi Kerola, Shunta Saito

We present an approach for road segmentation that only requires image-level annotations at training time.

Using Artificial Tokens to Control Languages for Multilingual Image Caption Generation

1 code implementation20 Jun 2017 Satoshi Tsutsui, David Crandall

Recent work in computer vision has yielded impressive results in automatically describing images with natural language.

A Data Driven Approach for Compound Figure Separation Using Convolutional Neural Networks

no code implementations15 Mar 2017 Satoshi Tsutsui, David Crandall

CNNs eliminate the need for manually designing features and separation rules, but require a large amount of annotated training data.

Transfer Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.