Junjie Huang

According to our database, Junjie Huang authored at least 29 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization.

Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz

IEEE Trans. Neural Networks Learn. Syst., September, 2023

Learning-Based Reconstruction of FRI Signals.

Vincent C. H. Leung, Junjie Huang, Yonina C. Eldar, Pier Luigi Dragotti

IEEE Trans. Signal Process., 2023

A Fast Automatic Method for Deconvoluting Macro X-Ray Fluorescence Data Collected From Easel Paintings.

Su Yan, Junjie Huang, Herman Verinaz-Jadan, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti

IEEE Trans. Computational Imaging, 2023

Super-Resolution for Macro X-Ray Fluorescence Data Collected from Old Master Paintings.

Su Yan, Herman Verinaz-Jadan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Mixed X-Ray Image Separation for Artworks With Concealed Designs.

Wei Pu, Junjie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Ingrid Daubechies, Pier Luigi Dragotti, Miguel R. D. Rodrigues

IEEE Trans. Image Process., 2022

Video Summarization Through Reinforcement Learning With a 3D Spatio-Temporal U-Net.

Tian-Rui Liu, Qingjie Meng, Junjie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz

IEEE Trans. Image Process., 2022

WINNet: Wavelet-Inspired Invertible Network for Image Denoising.

Junjie Huang, Pier Luigi Dragotti

IEEE Trans. Image Process., 2022

FRISPEE: FRI-Based Single Image Super-Resolution with Deep Recursive Residual Network.

Renke Wang, Jun-Jie Huang, Pier Luigi Dragotti

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Coupled Network for Robust Pedestrian Detection With Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling.

Tian-Rui Liu, Wenhan Luo, Lin Ma, Junjie Huang, Tania Stathaki, Tianhong Dai

IEEE Trans. Image Process., 2021

When de Prony Met Leonardo: An Automatic Algorithm for Chemical Element Extraction From Macro X-Ray Fluorescence Data.

Su Yan, Junjie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti

IEEE Trans. Computational Imaging, 2021

Deep phase retrieval: Analyzing over-parameterization in phase retrieval.

Qi Yu, Jun-Jie Huang, Jubo Zhu, Wei Dai, Pier Luigi Dragotti

Signal Process., 2021

Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net.

Tianrui Liu, Qingjie Meng, Junjie Huang, Athanasios Vlontzos, Daniel Rueckert, Bernhard Kainz

CoRR, 2021

A Learning Based Approach to Separate Mixed X-Ray Images Associated with Artwork with Concealed Designs.

Wei Pu, Junjie Huang, Barak Sober, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti, Ingrid Daubechies, Miguel R. D. Rodrigues

Proceedings of the 29th European Signal Processing Conference, 2021

Reconstruction of FRI Signals using Autoencoders with Fixed Decoders.

Vincent C. H. Leung, Jun-Jie Huang, Yonina C. Eldar, Pier Luigi Dragotti

Proceedings of the 29th European Signal Processing Conference, 2021

LINN: Lifting Inspired Invertible Neural Network for Image Denoising.

Jun-Jie Huang, Pier Luigi Dragotti

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Learning Deep Analysis Dictionaries for Image Super-Resolution.

Jun-Jie Huang, Pier Luigi Dragotti

IEEE Trans. Signal Process., 2020

Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible.

Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad M. Jaimoukha, Xinwang Liu

CoRR, 2020

Learning Deep Analysis Dictionaries - Part II: Convolutional Dictionaries.

Jun-Jie Huang, Pier Luigi Dragotti

CoRR, 2020

Learning Deep Analysis Dictionaries - Part I: Unstructured Dictionaries.

Jun-Jie Huang, Pier Luigi Dragotti

CoRR, 2020

Revealing Hidden Drawings in Leonardo's 'the Virgin of the Rocks' from Macro X-Ray Fluorescence Scanning Data through Element Line Localisation.

Su Yan, Jun-Jie Huang, Nathan Daly, Catherine Higgitt, Pier Luigi Dragotti

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Gated Multi-Layer Convolutional Feature Extraction Network for Robust Pedestrian Detection.

Tian-Rui Liu, Jun-Jie Huang, Tianhong Dai, Guangyu Ren, Tania Stathaki

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Reconstruction of Fri Signals Using Deep Neural Network Approaches.

Vincent C. H. Leung, Jun-Jie Huang, Pier Luigi Dragotti

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Demand Analysis of New Engineering Talents and Exploration of Specialty Construction Path in Application-Oriented Universities Under Intelligent Information Environment.

Caihong Li, Junjie Huang, Xinzhi Tian, Zhihui Lin

Proceedings of the 2020 International Conference on Applications and Techniques in Cyber Intelligence, 2020

2019

A Deep Dictionary Model to Preserve and Disentangle Key Features in a Signal.

Jun-Jie Huang, Pier Luigi Dragotti

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Photo Realistic Image Completion via Dense Correspondence.

Jun-Jie Huang, Pier Luigi Dragotti

IEEE Trans. Image Process., 2018

A Deep Dictionary Model for Image Super-Resolution.

Jun-Jie Huang, Pier Luigi Dragotti

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

U-Fresh: An Fri-Based Single Image Super Resolution Algorithm and An Application in Image Compression.

Xin Deng, Junjie Huang, Mengying Liu, Pier Luigi Dragotti

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

ProSparse extension: Prony's based sparse pattern recovery with extended dictionaries.

Jun-Jie Huang, Pier Luigi Dragotti

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

SRHRF+: Self-Example Enhanced Single Image Super-Resolution Using Hierarchical Random Forests.

Jun-Jie Huang, Tian-Rui Liu, Pier Luigi Dragotti, Tania Stathaki

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017