Jiayi Ma

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Deep Learning-based Face Super-resolution: A Survey

Face super-resolution, also known as face hallucination, which is aimed ...
01/11/2021 ∙ by Junjun Jiang, et al. ∙ 72 ∙ share

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Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique

We present a framework for robust electric network frequency (ENF) extra...
11/06/2020 ∙ by Guang Hua, et al. ∙ 0 ∙ share

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Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery

Recently, single gray/RGB image super-resolution reconstruction task has...
05/18/2020 ∙ by Junjun Jiang, et al. ∙ 4 ∙ share

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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

We propose to incorporate neural architecture search (NAS) into general-...
03/31/2020 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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LaFIn: Generative Landmark Guided Face Inpainting

It is challenging to inpaint face images in the wild, due to the large v...
11/26/2019 ∙ by Yang Yang, et al. ∙ 12 ∙ share

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EDIT: Exemplar-Domain Aware Image-to-Image Translation

Image-to-image translation is to convert an image of the certain style t...
11/24/2019 ∙ by Yuanbin Fu, et al. ∙ 24 ∙ share

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Ensemble Super-Resolution with A Reference Dataset

By developing sophisticated image priors or designing deep(er) architect...
05/12/2019 ∙ by Junjun Jiang, et al. ∙ 0 ∙ share

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PFLD: A Practical Facial Landmark Detector

Being accurate, efficient, and compact is essential to a facial landmark...
02/28/2019 ∙ by Xiaojie Guo, et al. ∙ 8 ∙ share

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Hyperspectral Image Classification in the Presence of Noisy Labels

Label information plays an important role in supervised hyperspectral im...
09/12/2018 ∙ by Junjun Jiang, et al. ∙ 8 ∙ share

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Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning

Face hallucination is a technique that reconstruct high-resolution (HR) ...
09/03/2018 ∙ by Junjun Jiang, et al. ∙ 0 ∙ share

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Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination

Most of the current face hallucination methods, whether they are shallow...
06/28/2018 ∙ by Junjun Jiang, et al. ∙ 4 ∙ share

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SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

As an unsupervised dimensionality reduction method, principal component ...
06/26/2018 ∙ by Junjun Jiang, et al. ∙ 0 ∙ share

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NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction

State-of-the-art Convolutional Neural Network (CNN) benefits a lot from ...
01/25/2018 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples

This paper addresses the problem of face recognition when there is only ...
09/12/2016 ∙ by Yuan Gao, et al. ∙ 0 ∙ share

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Density-Based Region Search with Arbitrary Shape for Object Localization

Region search is widely used for object localization. Typically, the reg...
10/23/2014 ∙ by Ji Zhao, et al. ∙ 0 ∙ share

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Jiayi Ma

Featured Co-authors

Wei Liu

Yang Yang

Zheng Wang

Haibin Ling

Lin Ma

Chen Chen

Deyu Meng

Yi Yu

Alan L. Yuille

Kui Jia

Yuan Gao

Deep Learning-based Face Super-resolution: A Survey

Robust ENF Estimation Based on Harmonic Enhancement and Maximum Weight Clique

Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery

MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

LaFIn: Generative Landmark Guided Face Inpainting

EDIT: Exemplar-Domain Aware Image-to-Image Translation

Ensemble Super-Resolution with A Reference Dataset

PFLD: A Practical Facial Landmark Detector

Hyperspectral Image Classification in the Presence of Noisy Labels

Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning

Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

NDDR-CNN: Layer-wise Feature Fusing in Multi-Task CNN by Neural Discriminative Dimensionality Reduction

Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples

Density-Based Region Search with Arbitrary Shape for Object Localization