# Ding Liu

According to our database1, Ding Liu authored at least 129 papers between 2002 and 2020.

Collaborative distances:

Book
In proceedings
Article
PhD thesis
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## Bibliography

2020
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning.
IEEE Trans. Image Process., 2020

FormNet: Formatted Learning for Image Restoration.
IEEE Trans. Image Process., 2020

Particle Filter With Unknown Statistics to Estimate Liquid Level in the Silicon Single-Crystal Growth.
IEEE Trans. Instrum. Meas., 2020

Learning Simple Thresholded Features With Sparse Support Recovery.
IEEE Trans. Circuits Syst. Video Techn., 2020

Nonlinear Generalized Predictive Control of the Crystal Diameter in CZ-Si Crystal Growth Process Based on Stacked Sparse Autoencoder.
IEEE Trans. Control. Syst. Technol., 2020

Outlier Detection Using a Novel method: Quantum Clustering.
CoRR, 2020

Neural Sparse Representation for Image Restoration.
CoRR, 2020

Quantum-Classical Machine learning by Hybrid Tensor Networks.
CoRR, 2020

Unsupervised Real-world Low-light Image Enhancement with Decoupled Networks.
CoRR, 2020

Pyramid Attention Networks for Image Restoration.
CoRR, 2020

A Mode Selected Mixed Logic Dynamic Model and Model Predictive Control of Buck Converter.
Complexity, 2020

Elliptic Arc Fitting for the Shape Control System of Silicon Single Crystal Growth.
IEEE Access, 2020

DAVID: Dual-Attentional Video Deblurring.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Scale-Wise Convolution for Image Restoration.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Enhance Visual Recognition Under Adverse Conditions via Deep Networks.
IEEE Trans. Image Process., 2019

Robust ellipse fitting via alternating direction method of multipliers.
Signal Process., 2019

A Bayesian Filtering Approach for Error Mitigation in Ultra-Wideband Ranging.
Sensors, 2019

Thermal stress deformation prediction for rotary air-preheater rotor using deep learning approach.
IJMIC, 2019

Information Bottleneck Methods on Convolutional Neural Networks.
CoRR, 2019

EnlightenGAN: Deep Light Enhancement without Paired Supervision.
CoRR, 2019

Generative Tensor Network Classification Model for Supervised Machine Learning.
CoRR, 2019

Improving 3D Human Pose Estimation Via 3D Part Affinity Fields.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

NTIRE 2019 Challenge on Video Super-Resolution: Methods and Results.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

NTIRE 2019 Challenge on Video Deblurring: Methods and Results.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

An Empirical Investigation of Efficient Spatio-Temporal Modeling in Video Restoration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Improving Object Detection from Scratch via Gated Feature Reuse.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Numerical Simulation of Thermal Field in Czochralski Monocrystalline Silicon Shoulder.
Proceedings of the 12th Asian Control Conference, 2019

2018
Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.
IEEE Trans. Image Process., 2018

Ellipse fitting via low-rank generalized multidimensional scaling matrix recovery.
Multidimens. Syst. Signal Process., 2018

U-Finger: Multi-Scale Dilated Convolutional Network for Fingerprint Image Denoising and Inpainting.
CoRR, 2018

Understanding Convolution for Semantic Segmentation.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Non-Local Recurrent Network for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Connecting Low-Level Image Processing and High-Level Vision via Deep Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Survey of Face Detection on Low-Quality Images.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Image Super-Resolution via Dual-State Recurrent Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Visual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Risk group assessment based on the demands of important consumers with standby electric source.
J. Intell. Fuzzy Syst., 2017

Deadlock and liveness characterization for a class of generalized Petri nets.
Inf. Sci., 2017

Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids.
CoRR, 2017

Learning Audio Sequence Representations for Acoustic Event Classification.
CoRR, 2017

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
CoRR, 2017

A Minimal Supervisory Structure to Optimally Enforce Liveness on Petri Net Models for Flexible Manufacturing Systems.
IEEE Access, 2017

Image aesthetics assessment using Deep Chatterjee's machine.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Computed tomography super-resolution using convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Robust Video Super-Resolution with Learned Temporal Dynamics.
Proceedings of the IEEE International Conference on Computer Vision, 2017

NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Balanced Two-Stage Residual Networks for Image Super-Resolution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Robust emotion recognition from low quality and low bit rate video: A deep learning approach.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Robust Single Image Super-Resolution via Deep Networks With Sparse Prior.
IEEE Trans. Image Process., 2016

Analyzing documents with Quantum Clustering: A novel pattern recognition algorithm based on quantum mechanics.
Pattern Recognit. Lett., 2016

$\mathbf{D^3}$: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
CoRR, 2016

Modelling and analyzing home care plans using high-level Petri nets.
Proceedings of the 13th International Workshop on Discrete Event Systems, 2016

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Studying Very Low Resolution Recognition Using Deep Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning a Mixture of Deep Networks for Single Image Super-Resolution.
Proceedings of the Computer Vision - ACCV 2016, 2016

Epitomic Image Super-Resolution.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
On Intrinsically Live Structure and Deadlock Control of Generalized Petri Nets Modeling Flexible Manufacturing Systems. (Sur le contrôle de blocage dans les systèmes flexibles de production à base de réseaux de Petri généralisés).
PhD thesis, 2015

Shape Fitting for the Shape Control System of Silicon Single Crystal Growth.
IEEE Trans. Ind. Informatics, 2015

A fast affine-invariant features for image stitching under large viewpoint changes.
Neurocomputing, 2015

Deeply Improved Sparse Coding for Image Super-Resolution.
CoRR, 2015

Deep Networks for Image Super-Resolution with Sparse Prior.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Unified management and application method of environmental information based on GeoSOT subdivision grid model.
Proceedings of the 23rd International Conference on Geoinformatics, 2015

2014
Modeling the Effects of Population Density on Prospect Theory-Based Travel Mode-Choice Equilibrium.
J. Intell. Transp. Syst., 2014

Theory and methodology of object-oriented formal modelling.
IJSNet, 2014

Extended elementary siphon-based deadlock prevention policy for a class of generalised Petri nets.
Int. J. Comput. Integr. Manuf., 2014

Authors' Reply to 'Comments on "Liveness of an extended S<sup>3</sup>PR " [Automatica 46(6) (2010) 1008-1018]'.
Autom., 2014

Experiments on deep learning for speech denoising.
Proceedings of the INTERSPEECH 2014, 2014

Intrinsically live structures in process and resource-oriented Petri nets modeling automated manufacturing systems.
Proceedings of 11th IEEE International Conference on Networking, Sensing and Control, 2014

Frequency-Based 3D Reconstruction of Transparent and Specular Objects.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Quantum clustering - A novel method for text analysis.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013
Hybrid Liveness-Enforcing Policy for Generalized Petri Net Models of Flexible Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2013

Robust Ellipse Fitting Based on Sparse Combination of Data Points.
IEEE Trans. Image Process., 2013

A parameterized liveness and ratio-enforcing supervisor for a class of generalized Petri nets.
Autom., 2013

Data driven methods for utterance semantic tagging.
Proceedings of the INTERSPEECH 2013, 2013

Liveness and resource usage ratio-enforcing supervisor for a class of generalized Petri nets.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

A divide-and-conquer approach for solving singular value decomposition on a heterogeneous system.
Proceedings of the Computing Frontiers Conference, 2013

A Novel Classifier Based on Quantum Computation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Text Clustering on Oral Conversation Corpus.
Proceedings of the Modern Advances in Intelligent Systems and Tools, 2012

Image Fusion Using Higher Order Singular Value Decomposition.
IEEE Trans. Image Process., 2012

Erratum to "Liveness of an extended S<sup>3</sup>PR " [Automatica 46 (2010) 1008-1018].
Autom., 2012

On intrinsically live structure of a class of generalized Petri nets modeling FMS.
Proceedings of the 11th International Workshop on Discrete Event Systems, 2012

Cmpr: Cost-Aware multipath Routing Algorithm for Mobile Wireless Sensor Networks.
Proceedings of the Quantitative Logic and Soft Computing, 2012

Improved Method of Robot Trajectory in IBVS Based on an Efficient Second-Order Minimization Technique.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Simultaneous Localization and Map Building for Wheeled Robot with Colored Measurement Noise.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

A New Method of Stereo Localization Using Dual-PTZ-Cameras.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Multi-line Fitting Using Two-Stage Iterative Adaptive Approach.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

On iterative liveness-enforcement for a class of generalized Petri nets.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
A Bayesian Approach to Diameter Estimation in the Diameter Control System of Silicon Single Crystal Growth.
IEEE Trans. Instrum. Meas., 2011

Self-Improving Algorithms.
SIAM J. Comput., 2011

Optimal control of LQG problem with an explicit trade-off between mean and variance.
Int. J. Syst. Sci., 2011

Two-Dimensional Frequencies Estimation Using Two-Stage Separated Virtual Steering Vector-Based Algorithm.
EURASIP J. Adv. Signal Process., 2011

Fast Snippet Generation Based on CPU-GPU Hybrid System.
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

2010
Passive localization of mixed near-field and far-field sources using two-stage MUSIC algorithm.
IEEE Trans. Signal Process., 2010

Liveness-enforcing supervisors synthesis for a class of generalised Petri nets based on two-stage deadlock control and mathematical programming.
Int. J. Control, 2010

Joint estimation of source number and DOA using simulated annealing algorithm.
Digit. Signal Process., 2010

Liveness of an extended S<sup>3</sup>PR.
Autom., 2010

Identification of a nonlinear block-oriented model.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Assessment of surface contamination condition of insulator based on attribute reduction algorithm of rough sets and least squares support vector machine.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Real-time visualization of the East China Sea based on priceton ocean model and volume rendering.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

The fine-grained security access control of spatial data.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Semantic Role Features for Machine Translation.
Proceedings of the COLING 2010, 2010

2009
Joint frequency, 2-D DOA, and polarization estimation using parallel factor analysis.
Sci. China Ser. F Inf. Sci., 2009

Bayesian Learning of Phrasal Tree-to-String Templates.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

A neural network approach for least squares support vector machines learning.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Approximate range searching in higher dimension.
Comput. Geom., 2008

Property-Preserving Data Reconstruction.
Algorithmica, 2008

Improved Tree-to-String Transducer for Machine Translation.
Proceedings of the Third Workshop on Statistical Machine Translation, 2008

An Improved PIC Algorithm of Background Reconstruction for Detecting Moving Object.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

A New Stereo Matching Method Based on Sub-pixel Corner Detection.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
Estimating the distance to a monotone function.
Random Struct. Algorithms, 2007

Source-Language Features and Maximum Correlation Training for Machine Translation Evaluation.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

2006
Nonlinear feedback control of chaos in permanent magnet synchronous motor.
IEEE Trans. Circuits Syst. II Express Briefs, 2006

A new strategy for optimizing the parameters updating algorithm of fuzzy neural controller.
Soft Comput., 2006

Self-improving algorithms.
Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2006

Stochastic Iterative Alignment for Machine Translation Evaluation.
Proceedings of the ACL 2006, 2006

2005
The smallest grammar problem.
IEEE Trans. Inf. Theory, 2005

Sublinear Geometric Algorithms.
SIAM J. Comput., 2005

Modeling and Optimal for Vacuum Annealing Furnace Based on Wavelet Neural Networks with Adaptive Immune Genetic Algorithm.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Syntactic Features for Evaluation of Machine Translation.
Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, 2005

2004
Lower bounds for intersection searching and fractional cascading in higher dimension.
J. Comput. Syst. Sci., 2004

A strong lower bound for approximate nearest neighbor searching.
Inf. Process. Lett., 2004

A note on point location in arrangements of hyperplanes.
Inf. Process. Lett., 2004

Chaos control in permanent magnet synchronous motor.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

2003
Automatic evaluation of sentence fluency.
Proceedings of the IEEE International Conference on Systems, 2003

Utterance Segmentation Using Combined Approach Based on Bi-directional N-gram and Maximum Entropy.
Proceedings of the Second Workshop on Chinese Language Processing, 2003

2002
Approximating the smallest grammar: Kolmogorov complexity in natural models.
Proceedings of the Proceedings on 34th Annual ACM Symposium on Theory of Computing, 2002