21 citations · 41 across the 3 of their papers we have counts for
5 papers
Single-image Full-body Human Relighting
Manuel Lagunas, Xin Sun, Jimei Yang +5
We present a single-image data-driven method to automatically relight images with full-body humans in them. Our framework is based on a realistic scene decomposition leveraging pre…
The joint role of geometry and illumination on material recognition
Manuel Lagunas, Ana Serrano, Diego Gutierrez +1
Observing and recognizing materials is a fundamental part of our daily life. Under typical viewing conditions, we are capable of effortlessly identifying the objects that surround…
A Similarity Measure for Material Appearance
Manuel Lagunas, Sandra Malpica, Ana Serrano +3
We present a model to measure the similarity in appearance between different materials, which correlates with human similarity judgments. We first create a database of 9,000 render…
Learning icons appearance similarity
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. However, designing the icons sets is usually a diffi…
Transfer Learning for Illustration Classification
Manuel Lagunas, Elena Garces
The field of image classification has shown an outstanding success thanks to the development of deep learning techniques. Despite the great performance obtained, most of the work h…