
-
Deep Learning-based Face Super-resolution: A Survey
Face super-resolution, also known as face hallucination, which is aimed ...
read it
-
Unsupervised Constrative Person Re-identification
Person re-identification (ReID) aims at searching the same identity pers...
read it
-
Single Image Deraining via Scale-space Invariant Attention Neural Network
Image enhancement from degradation of rainy artifacts plays a critical r...
read it
-
Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery
Recently, single gray/RGB image super-resolution reconstruction task has...
read it
-
Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis
Plant diseases serve as one of main threats to food security and crop pr...
read it
-
ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising
Hyperspectral image (HSI) denoising is of crucial importance for many su...
read it
-
Ensemble Super-Resolution with A Reference Dataset
By developing sophisticated image priors or designing deep(er) architect...
read it
-
Hyperspectral Image Classification in the Presence of Noisy Labels
Label information plays an important role in supervised hyperspectral im...
read it
-
Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning
Face hallucination is a technique that reconstruct high-resolution (HR) ...
read it
-
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination
Most of the current face hallucination methods, whether they are shallow...
read it
-
SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery
As an unsupervised dimensionality reduction method, principal component ...
read it