1 citations · 1 across the 3 of their papers we have counts for
4 papers · 1 filter
Pose Guided Attention for Multi-label Fashion Image Classification
Beatriz Quintino Ferreira, João P. Costeira, Ricardo G. Sousa +2
We propose a compact framework with guided attention for multi-label classification in the fashion domain. Our visual semantic attention model (VSAM) is supervised by automatic pos…
A Unified Model with Structured Output for Fashion Images Classification
Beatriz Quintino Ferreira, Luís Baía, João Faria +1
A picture is worth a thousand words. Albeit a cliché, for the fashion industry, an image of a clothing piece allows one to perceive its category (e.g., dress), sub-category (e.g.,…
Stacked Denoising Autoencoders and Transfer Learning for Immunogold Particles Detection and Recognition
Ricardo Gamelas Sousa, Jorge M. Santos, Luís M. Silva +7
In this paper we present a system for the detection of immunogold particles and a Transfer Learning (TL) framework for the recognition of these immunogold particles. Immunogold par…
The Data Replication Method for the Classification with Reject Option
Ricardo Sousa, Jaime S. Cardoso
Classification is one of the most important tasks of machine learning. Although the most well studied model is the two-class problem, in many scenarios there is the opportunity to…