Search Results for author: Manuel Lagunas

Found 6 papers, 2 papers with code

Single-image Full-body Human Relighting

no code implementations15 Jul 2021 Manuel Lagunas, Xin Sun, Jimei Yang, Ruben Villegas, Jianming Zhang, Zhixin Shu, Belen Masia, Diego Gutierrez

We present a single-image data-driven method to automatically relight images with full-body humans in them.

Image Reconstruction

The joint role of geometry and illumination on material recognition

no code implementations7 Jan 2021 Manuel Lagunas, Ana Serrano, Diego Gutierrez, Belen Masia

In this work, we perform a comprehensive and systematic analysis of how the interplay of geometry, illumination, and their spatial frequencies affects human performance on material recognition tasks.

Material Recognition

A Similarity Measure for Material Appearance

1 code implementation4 May 2019 Manuel Lagunas, Sandra Malpica, Ana Serrano, Elena Garces, Diego Gutierrez, Belen Masia

We present a model to measure the similarity in appearance between different materials, which correlates with human similarity judgments.

Clustering Image Similarity Search

Learning icons appearance similarity

no code implementations1 Feb 2019 Manuel Lagunas, Elena Garces, Diego Gutierrez

Selecting an optimal set of icons is a crucial step in the pipeline of visual design to structure and navigate through content.

Navigate

Transfer Learning for Illustration Classification

1 code implementation23 May 2018 Manuel Lagunas, Elena Garces

In this paper, we use transfer learning techniques to propose a new classification network with better performance in illustration images.

Classification General Classification +2

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