Search Results for author: Yuki Koyama

Found 6 papers, 1 papers with code

FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font Applications

no code implementations11 Mar 2024 Yuki Tatsukawa, I-Chao Shen, Anran Qi, Yuki Koyama, Takeo Igarashi, Ariel Shamir

To solve this problem, we present FontCLIP: a model that connects the semantic understanding of a large vision-language model with typographical knowledge.

Attribute Descriptive +2

A Structure-Guided Diffusion Model for Large-Hole Image Completion

1 code implementation18 Nov 2022 Daichi Horita, Jiaolong Yang, Dong Chen, Yuki Koyama, Kiyoharu Aizawa, Nicu Sebe

The structure generator generates an edge image representing plausible structures within the holes, which is then used for guiding the texture generation process.

Denoising Texture Synthesis

Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics

no code implementations19 May 2021 Hiromu Yakura, Yuki Koyama, Masataka Goto

To enable this, we introduce a framework that utilizes an existing pretrained model for style transfer to calculate a perceptual style distance to the reference sample and uses black-box optimization to find the parameters that minimize this distance.

Style Transfer

Sequential Gallery for Interactive Visual Design Optimization

no code implementations8 May 2020 Yuki Koyama, Issei Sato, Masataka Goto

To help users respond to plane-search queries, we also propose using a gallery-based interface that provides options in the two-dimensional subspace arranged in an adaptive grid view.

Bayesian Optimization

MirrorNet: A Deep Bayesian Approach to Reflective 2D Pose Estimation from Human Images

no code implementations8 Apr 2020 Takayuki Nakatsuka, Kazuyoshi Yoshii, Yuki Koyama, Satoru Fukayama, Masataka Goto, Shigeo Morishima

Specifically, we formulate a hierarchical generative model of poses and images by integrating a deep generative model of poses from pose features with that of images from poses and image features.

2D Pose Estimation Pose Estimation

Computational Design with Crowds

no code implementations20 Feb 2020 Yuki Koyama, Takeo Igarashi

One promising approach is to leverage human computation; that is, to incorporate human input into the computation process.

Bayesian Optimization

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