Fashion meets computer vision: A survey

WH Cheng, S Song, CY Chen, SC Hidayati… - ACM Computing Surveys …, 2021 - dl.acm.org
Fashion is the way we present ourselves to the world and has become one of the world's
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …

Learning structured output representation using deep conditional generative models

K Sohn, H Lee, X Yan - Advances in neural information …, 2015 - proceedings.neurips.cc
Supervised deep learning has been successfully applied for many recognition problems in
machine learning and computer vision. Although it can approximate a complex many-to-one …

Augmenting CRFs with Boltzmann machine shape priors for image labeling

A Kae, K Sohn, H Lee… - Proceedings of the IEEE …, 2013 - cv-foundation.org
Conditional random fields (CRFs) provide powerful tools for building models to label image
segments. They are particularly well-suited to modeling local interactions among adjacent …

Face segmentation: A journey from classical to deep learning paradigm, approaches, trends, and directions

K Khan, RU Khan, K Ahmad, F Ali, KS Kwak - IEEE Access, 2020 - ieeexplore.ieee.org
Face segmentation represents an active area of research within the bio-metric community in
particular and the computer vision community in general. Over the last two decades …

Wow! you are so beautiful today!

L Liu, J Xing, S Liu, H Xu, X Zhou, S Yan - ACM Transactions on …, 2014 - dl.acm.org
Beauty e-Experts, a fully automatic system for makeover recommendation and synthesis, is
developed in this work. The makeover recommendation and synthesis system …

Facial skin beautification using adaptive region-aware masks

L Liang, L Jin, X Li - IEEE transactions on cybernetics, 2014 - ieeexplore.ieee.org
In this paper, we propose a unified facial beautification framework with respect to skin
homogeneity, lighting, and color. A novel region-aware mask is constructed for skin …

Real-time deep hair matting on mobile devices

A Levinshtein, C Chang, E Phung… - … 15th Conference on …, 2018 - ieeexplore.ieee.org
Augmented reality is an emerging technology in many application domains. Among them is
the beauty industry, where live virtual try-on of beauty products is of great importance. In this …

Fashion analysis: Current techniques and future directions

S Liu, L Liu, S Yan - IEEE MultiMedia, 2014 - ieeexplore.ieee.org
Driven by the huge profit potential in the fashion industry, intelligent fashion analysis based
on techniques for clothing and makeover analysis is receiving much attention in the …

Automatic skin and hair masking using fully convolutional networks

S Qin, S Kim, R Manduchi - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Selfies have become commonplace. More and more people take pictures of themselves,
and enjoy enhancing these pictures using a variety of image processing techniques. One …

Deep learning based detection of hair loss levels from facial images

H Benhabiles, K Hammoudi, Z Yang… - … on Image Processing …, 2019 - ieeexplore.ieee.org
Hair loss is a phenomenon known to affect people's morale and self-confidence. Often, the
awareness of the phenomenon and the possibilities of treatment is late. This paper …