29 citations · 68 across the 9 of their papers we have counts for
10 papers
Generative Models for Multi-Illumination Color Constancy
Partha Das, Yang Liu, Sezer Karaoglu +1
In this paper, the aim is multi-illumination color constancy. However, most of the existing color constancy methods are designed for single light sources. Furthermore, datasets for…
Cross-modal Spectrum Transformation Network For Acoustic Scene classification
Yang Liu, Alexandros Neophytou, Sunando Sengupta +1
Convolutional neural networks (CNNs) with log-mel spectrum features have shown promising results for acoustic scene classification tasks. However, the performance of these CNN base…
Relighting Images in the Wild with a Self-Supervised Siamese Auto-Encoder
Yang Liu, Alexandros Neophytou, Sunando Sengupta +1
We propose a self-supervised method for image relighting of single view images in the wild. The method is based on an auto-encoder which deconstructs an image into two separate enc…
BoxNet: A Deep Learning Method for 2D Bounding Box Estimation from Bird's-Eye View Point Cloud
Ehsan Nezhadarya, Yang Liu, Bingbing Liu
We present a learning-based method to estimate the object bounding box from its 2D bird's-eye view (BEV) LiDAR points. Our method, entitled BoxNet, exploits a simple deep neural ne…
A Deep Learning based Framework to Detect and Recognize Humans using Contactless Palmprints in the Wild
Yang Liu, Ajay Kumar
Contactless and online palmprint identfication offers improved user convenience, hygiene, user-security and is highly desirable in a range of applications. This technical report de…
Color Constancy by GANs: An Experimental Survey
Partha Das, Anil S. Baslamisli, Yang Liu +2
In this paper, we formulate the color constancy task as an image-to-image translation problem using GANs. By conducting a large set of experiments on different datasets, an experim…