10 citations · 13 across the 2 of their papers we have counts for
4 papers
From Shadow Segmentation to Shadow Removal
Hieu Le, Dimitris Samaras
The requirement for paired shadow and shadow-free images limits the size and diversity of shadow removal datasets and hinders the possibility of training large-scale, robust shadow…
Shadow Removal via Shadow Image Decomposition
Hieu Le, Dimitris Samaras
We propose a novel deep learning method for shadow removal. Inspired by physical models of shadow formation, we use a linear illumination transformation to model the shadow effects…
Weakly Labeling the Antarctic: The Penguin Colony Case
Hieu Le, Bento Gonçalves, Dimitris Samaras +1
Antarctic penguins are important ecological indicators -- especially in the face of climate change. In this work, we present a deep learning based model for semantic segmentation o…
Iterative Crowd Counting
Viresh Ranjan, Hieu Le, Minh Hoai
In this work, we tackle the problem of crowd counting in images. We present a Convolutional Neural Network (CNN) based density estimation approach to solve this problem. Predicting…