17 citations · 26 across the 5 of their papers we have counts for
5 papers
FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation
Kenan E. Ak, Joo Hwee Lim, Ying Sun +2
The focus of this paper is on the problem of image retrieval with attribute manipulation. Our proposed work is able to manipulate the desired attributes of the query image while ma…
Half-CNN: A General Framework for Whole-Image Regression
Jun Yuan, Bingbing Ni, Ashraf A. Kassim
The Convolutional Neural Network (CNN) has achieved great success in image classification. The classification model can also be utilized at image or patch level for many other appl…
Low-Rank and Sparse Matrix Decomposition with a-priori knowledge for Dynamic 3D MRI reconstruction
Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim
It has been recently shown that incorporating priori knowledge significantly improves the performance of basic compressive sensing based approaches. We have managed to successfully…
Dependent Nonparametric Bayesian Group Dictionary Learning for online reconstruction of Dynamic MR images
Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim
In this paper, we introduce a dictionary learning based approach applied to the problem of real-time reconstruction of MR image sequences that are highly undersampled in k-space. U…
Modified Papoulis-Gerchberg algorithm for sparse signal recovery
M. H. Kayvanrad, D. Zonoobi, A. A. Kassim
Motivated by the well-known Papoulis-Gerchberg algorithm, an iterative thresholding algorithm for recovery of sparse signals from few observations is proposed. The sequence of iter…