Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections

29 June 2016

Chunhua Shen

Papers citing "Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections"

50 / 96 papers shown

Title
Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection Prabhat Kc R. Zeng MedIm 60 0 0 04 Dec 2024
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts Han Cui A. D. Goyeneche Efrat Shimron Boyuan Ma Michael Lustig 29 0 0 01 May 2024
SwinFuSR: an image fusion-inspired model for RGB-guided thermal image super-resolution Cyprien Arnold Philippe Jouvet Lama Seoud 39 0 0 22 Apr 2024
Climate Downscaling: A Deep-Learning Based Super-resolution Model of Precipitation Data with Attention Block and Skip Connections Chia-Hao Chiang Zheng-Han Huang Liwen Liu Hsin-Chien Liang Yi-Chi Wang Wan-Ling Tseng Chao Wang Che-Ta Chen Ko-Chih Wang AI4Cl 38 3 0 26 Mar 2024
FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder Yang Chen Dustin J. Kempton R. Angryk EGVM AI4TS 26 1 0 11 Mar 2024
Latent space configuration for improved generalization in supervised autoencoder neural networks Nikita Gabdullin DRL 31 1 0 13 Feb 2024
Convolutional Bidirectional Variational Autoencoder for Image Domain Translation of Dotted Arabic Expiration Ahmed Zidane Ghada Soliman 21 0 0 21 Oct 2023
Adaptation of the super resolution SOTA for Art Restoration in camera capture images Sandeep Nagar Abhinaba Bala Sai Amrit Patnaik 21 1 0 24 Sep 2023
High-dimensional Asymptotics of Denoising Autoencoders Hugo Cui Lenka Zdeborová 25 13 0 18 May 2023
HDR Imaging with Spatially Varying Signal-to-Noise Ratios Yiheng Chi Xingguang Zhang Stanley H. Chan 11 13 0 30 Mar 2023
A Possible Converter to Denoise the Images of Exoplanet Candidates through Machine Learning Techniques P. Chintarungruangchai I. Jiang J. Hashimoto Yukihiro Komatsu M. Konishi 26 2 0 11 Jan 2023
$$\textit{FastSVD-ML-ROM}$: A Reduced-Order Modeling Framework based on Machine Learning for Real-Time Applications$ $\textit{FastSVD-ML-ROM}$ : A Reduced-Order Modeling Framework based on Machine Learning for Real-Time Applications G. Drakoulas T. Gortsas G. Bourantas V. Burganos D. Polyzos AI4CE 13 15 0 24 Jul 2022
FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement Yanming Zhu Xuefei Yin Jiankun Hu GAN 21 27 0 26 Jun 2022
What do we learn? Debunking the Myth of Unsupervised Outlier Detection Cosmin I. Bercea Daniel Rueckert Julia A. Schnabel OODD 19 5 0 08 Jun 2022
Compound Multi-branch Feature Fusion for Real Image Restoration Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu 10 8 0 02 Jun 2022
Speckle Image Restoration without Clean Data Tsung-Ming Tai Yun-Jie Jhang Wen-Jyi Hwang Chau-Jern Cheng 14 4 0 18 May 2022
Condition-Invariant and Compact Visual Place Description by Convolutional Autoencoder Hanjing Ye Weinan Chen Jingwen Yu Li He Y. Guan Hong Zhang 27 4 0 15 Apr 2022
Deep neural networks-based denoising models for CT imaging and their efficacy Prabhat Kc R. Zeng M. M. Farhangi Kyle J. Myers 9 20 0 18 Nov 2021
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder A. Papachristodoulou C. Kyrkou T. Theocharides 33 2 0 05 Nov 2021
DeepA: A Deep Neural Analyzer For Speech And Singing Vocoding Sergey Nikonorov Berrak Sisman Mingyang Zhang Haizhou Li 23 2 0 13 Oct 2021
Integrating Deep Reinforcement and Supervised Learning to Expedite Indoor Mapping E. Zwecher Eran Iceland Sean R. Levy S. Hayoun O. Gal Ariel Barel 49 10 0 17 Sep 2021
Unsupervised Learning for Target Tracking and Background Subtraction in Satellite Imagery Jonathan S. Kent C. Wamsley D. Flateau A. Ferguson SSL 26 3 0 13 Aug 2021
High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss Guangyuan Li Jun Lv Xiangrong Tong Chengyan Wang Guang Yang MedIm 13 22 0 21 Jul 2021
Visual Time Series Forecasting: An Image-driven Approach N. Cohen Srijan Sood Zhen Zeng T. Balch Manuela Veloso AI4TS 9 12 0 02 Jul 2021
ChaLearn Looking at People: Inpainting and Denoising challenges Sergio Escalera Martí Soler Stéphane Ayache Umut Güçlü Jun Wan Meysam Madadi Xavier Baro Hugo Jair Escalante Isabelle M Guyon 21 4 0 24 Jun 2021
Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network Fabio Hernán Gil Zuluaga Francesco Bardozzo Jorge Iván Ríos Patino R. Tagliaferri MedIm 17 7 0 01 May 2021
Modeling Graph Node Correlations with Neighbor Mixture Models Linfeng Liu Michael Hughes Liping Liu 31 0 0 29 Mar 2021
Just Noticeable Difference for Deep Machine Vision Jian Jin Xingxing Zhang Xin Fu Huan Zhang Weisi Lin Jian Lou Yao Zhao VLM 123 30 0 16 Feb 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
Robust Segmentation of Optic Disc and Cup from Fundus Images Using Deep Neural Networks A. Manjunath S. Jois C. Seelamantula 29 3 0 13 Dec 2020
Lattice Fusion Networks for Image Denoising Seyedroohollah Hosseini 17 0 0 28 Nov 2020
Deep-Learning-Aided Path Planning and Map Construction for Expediting Indoor Mapping E. Zwecher Eran Iceland S. Hayoun Ahavatya Revivo Sean R. Levy Ariel Barel 3DPC AI4CE 26 2 0 03 Nov 2020
Dynamic Low-light Imaging with Quanta Image Sensors Yiheng Chi Abhiram Gnanasambandam V. Koltun Stanley H. Chan 22 42 0 16 Jul 2020
ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection Mohammadreza Salehi Atrin Arya Barbod Pajoum Mohammad Otoofi Amirreza Shaeiri M. Rohban Hamid R. Rabiee AAML 29 62 0 12 Mar 2020
$Ultra High Fidelity Image Compression with $\ell_\infty$-constrained Encoding and Deep Decoding$ Ultra High Fidelity Image Compression with $\ell_\infty$ -constrained Encoding and Deep Decoding Xi Zhang Xiaolin Wu 18 1 0 10 Feb 2020
First image then video: A two-stage network for spatiotemporal video denoising Ce Wang S. Kevin Zhou Zhi-Qi Cheng VGen 24 10 0 02 Jan 2020
MTRNet++: One-stage Mask-based Scene Text Eraser Osman Tursun Simon Denman Rui Zeng Sabesan Sivapalan Sridha Sridharan Clinton Fookes 28 43 0 16 Dec 2019
DAVID: Dual-Attentional Video Deblurring Junru Wu Xiang Yu Ding Liu Manmohan Chandraker Zhangyang Wang 24 19 0 07 Dec 2019
Deep-seismic-prior-based reconstruction of seismic data using convolutional neural networks Qun Liu Lihua Fu Meng Zhang 14 59 0 20 Nov 2019
Walking the Tightrope: An Investigation of the Convolutional Autoencoder Bottleneck I. Manakov Markus Rohm Volker Tresp 17 9 0 18 Nov 2019
Singular points detection with semantic segmentation networks Jiong Chen Heng Zhao Zhicheng X. Cao Liaojun Pang 3DPC 17 0 0 04 Nov 2019
Machine Vision for Improved Human-Robot Cooperation in Adverse Underwater Conditions M. Islam 23 0 0 29 Oct 2019
Noisier2Noise: Learning to Denoise from Unpaired Noisy Data N. Moran Dan Schmidt Yu Zhong Patrick Coady 27 231 0 25 Oct 2019
KRNET: Image Denoising with Kernel Regulation Network Peng Liu Xiaoxiao Zhou Jun-Yi Li Mohammad D. El Basha R. Fang SupR 18 1 0 20 Oct 2019
Image Restoration Using Deep Regulated Convolutional Networks Peng Liu Xiaoxiao Zhou Junyi Yang Mohammad D. El Basha R. Fang 16 2 0 19 Oct 2019
SDCNet: Smoothed Dense-Convolution Network for Restoring Low-Dose Cerebral CT Perfusion Peng Liu R. Fang MedIm 16 10 0 18 Oct 2019
Gradual Network for Single Image De-raining Zheng Huang Weijiang Yu Wayne Zhang Xue Jiang Nong Xiao 33 39 0 20 Sep 2019
Underwater Image Super-Resolution using Deep Residual Multipliers M. Islam Sadman Sakib Enan Peigen Luo Junaed Sattar 29 66 0 20 Sep 2019
Explanation based Handwriting Verification Mihir Chauhan Mohammad Abuzar Shaikh S. Srihari AAML FAtt 14 5 0 14 Aug 2019
Coupled-Projection Residual Network for MRI Super-Resolution Chun-Mei Feng Kai Wang Shijian Lu Yong Xu Heng Kong Ling Shao SupR MedIm 11 4 0 12 Jul 2019