Min Liu

Orcid: 0000-0001-6406-4896

Affiliations:
  • Hunan University, College of Electrical and Information Engineering, China
  • University of California, Riverside, USA (PhD 2012)


According to our database1, Min Liu authored at least 76 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Design and Analysis of a Novel Distributed Gradient Neural Network for Solving Consensus Problems in a Predefined Time.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Anchor Association Learning for Unsupervised Video Person Re-Identification.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Relation-Preserving Feature Embedding for Unsupervised Person Re-Identification.
IEEE Trans. Multim., 2024

Occlusion-Aware Feature Recover Model for Occluded Person Re-Identification.
IEEE Trans. Multim., 2024

Image-Level Automatic Data Augmentation for Pedestrian Detection.
IEEE Trans. Instrum. Meas., 2024

2023
Branch Aggregation Attention Network for Robotic Surgical Instrument Segmentation.
IEEE Trans. Medical Imaging, November, 2023

DITN: User's indirect side-information involved domain-invariant feature transfer network for cross-domain recommendation.
Inf. Process. Manag., November, 2023

Aperiodic Event-Triggered Synchronization Control for Neural Networks With Stochastic Perturbations and Time Delay.
IEEE Trans. Circuits Syst. II Express Briefs, June, 2023

Refining Noisy Labels With Label Reliability Perception for Person Re-Identification.
IEEE Trans. Multim., 2023

3D Soma Detection in Large-Scale Whole Brain Images via a Two-Stage Neural Network.
IEEE Trans. Medical Imaging, 2023

OTP-NMS: Toward Optimal Threshold Prediction of NMS for Crowded Pedestrian Detection.
IEEE Trans. Image Process., 2023

External Knowledge Dynamic Modeling for Image-text Retrieval.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022
Structure-Guided Segmentation for 3D Neuron Reconstruction.
IEEE Trans. Medical Imaging, 2022

A 3D Tubular Flux Model for Centerline Extraction in Neuron Volumetric Images.
IEEE Trans. Medical Imaging, 2022

Deep-Learning-Based Automated Neuron Reconstruction From 3D Microscopy Images Using Synthetic Training Images.
IEEE Trans. Medical Imaging, 2022

An O-Shape Neural Network With Attention Modules to Detect Junctions in Biomedical Images Without Segmentation.
IEEE J. Biomed. Health Informatics, 2022

DeepRayburst for Automatic Shape Analysis of Tree-Like Structures in Biomedical Images.
IEEE J. Biomed. Health Informatics, 2022

Impartial Differentiable Automatic Data Augmentation Based on Finite Difference Approximation for Pedestrian Detection.
IEEE Trans. Instrum. Meas., 2022

A Novel Automatic Classification Method Based on the Hybrid Lightweight Shunt Network for Sintered Surfaces.
IEEE Trans. Instrum. Meas., 2022

A Deep Local Patch Matching Network for Cell Tracking in Microscopy Image Sequences Without Registration.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

A Review of Pharmaceutical Robot based on Hyperspectral Technology.
J. Intell. Robotic Syst., 2022

Differentiable Automatic Data Augmentation by Proximal Update for Medical Image Segmentation.
IEEE CAA J. Autom. Sinica, 2022

2021
3D Neuron Microscopy Image Segmentation via the Ray-Shooting Model and a DC-BLSTM Network.
IEEE Trans. Medical Imaging, 2021

Spherical-Patches Extraction for Deep-Learning-Based Critical Points Detection in 3D Neuron Microscopy Images.
IEEE Trans. Medical Imaging, 2021

Neuron Image Segmentation via Learning Deep Features and Enhancing Weak Neuronal Structures.
IEEE J. Biomed. Health Informatics, 2021

Efficient 3D Junction Detection in Biomedical Images Based on a Circular Sampling Model and Reverse Mapping.
IEEE J. Biomed. Health Informatics, 2021

Learning Person Re-Identification Models From Videos With Weak Supervision.
IEEE Trans. Image Process., 2021

AutoPedestrian: An Automatic Data Augmentation and Loss Function Search Scheme for Pedestrian Detection.
IEEE Trans. Image Process., 2021

Automatic Repair of 3-D Neuron Reconstruction Based on Topological Feature Points and an MOST-Based Repairer.
IEEE Trans. Instrum. Meas., 2021

Efficient Critical Point Detection for Curvilinear Structures Using a Ring-Like Ray-Shooting Model.
IEEE Trans. Instrum. Meas., 2021

Crossover Structure Separation With Application to Neuron Tracing in Volumetric Images.
IEEE Trans. Instrum. Meas., 2021

HDCB-Net: A Neural Network With the Hybrid Dilated Convolution for Pixel-Level Crack Detection on Concrete Bridges.
IEEE Trans. Ind. Informatics, 2021

Exploiting Global Camera Network Constraints for Unsupervised Video Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol., 2021

DeepSeed Local Graph Matching for Densely Packed Cells Tracking.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Multi-Expert Adversarial Attack Detection in Person Re-identification Using Context Inconsistency.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
DeepBranch: Deep Neural Networks for Branch Point Detection in Biomedical Images.
IEEE Trans. Medical Imaging, 2020

Real-Time Classification of Rubber Wood Boards Using an SSR-Based CNN.
IEEE Trans. Instrum. Meas., 2020

Exact and Convergent Iterative Methods to Compute the Orthogonal Point-to-Ellipse Distance.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
A Multiscale Ray-Shooting Model for Termination Detection of Tree-Like Structures in Biomedical Images.
IEEE Trans. Medical Imaging, 2019

CNN-based two-stage cell segmentation improves plant cell tracking.
Pattern Recognit. Lett., 2019

Consistent Cross-view Matching for Unsupervised Person Re-identification.
CoRR, 2019

2018
Cell Population Tracking in a Honeycomb Structure Using an IMM Filter Based 3D Local Graph Matching Model.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

3D neuron tip detection in volumetric microscopy images using an adaptive ray-shooting model.
Pattern Recognit., 2018

Multi-focal nematode image stack classification using a projection-based multi-linear method.
Mach. Vis. Appl., 2018

A multi-seed dynamic local graph matching model for tracking of densely packed cells across unregistered microscopy image sequences.
Mach. Vis. Appl., 2018

Taxonomy of multi-focal nematode image stacks by a CNN based image fusion approach.
Comput. Methods Programs Biomed., 2018

Convolutional Features-Based CRF Graph Matching for Tracking of Densely Packed Cells.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Multi-View Deep Metric Learning for Volumetric Image Recognition.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Convolutional Neural Network Cascade Based Neuron Termination Detection in 3D Image Stacks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Local Neuron Radius Estimation in Volumetric Microscopy Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Multi-Seed 3D Local Graph Matching Model for Tracking of Densely Packed Cells.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Automatic 3D Neuron Tracing Based on Terminations Detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Cell Tracking Across Noisy Image Sequences Via Faster R-CNN and Dynamic Local Graph Matching.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

3D Neuron Branch Points Detection in Microscopy Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Improved V-Net Based Image Segmentation for 3D Neuron Reconstruction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

An Adaptive Ray-Shooting Model for Terminations Detection: Applications in Neuron and Retinal Blood Vessel Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Robust Plant Cell Tracking in Noisy Image Sequences Using Optimal CRF Graph Matching.
IEEE Signal Process. Lett., 2017

Classification of nematode image stacks by an information fusion based multilinear approach.
Pattern Recognit. Lett., 2017

Plant cell tracking using Kalman filter based local graph matching.
Image Vis. Comput., 2017

A distance transform based tip point detection method for neurons in confocal microscopy images.
Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

A multi-direction image fusion based approach for classification of multi-focal nematode image stacks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Classification of multi-focal nematode image stacks using a projection based multilinear approach.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

IMM filter based local graph matching for plant cell lineage estimation.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
Robust plant cell tracking using local spatio-temporal context.
Neurocomputing, 2016

2015
Progressive Learning Machine: A New Approach for General Hybrid System Approximation.
IEEE Trans. Neural Networks Learn. Syst., 2015

2014
Automated Segmentation and Tracking of SAM Cells.
Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

2012
Feature Extraction in Volumetric Bioimages.
PhD thesis, 2012

2011
Efficient cell segmentation and tracking of developing plant meristem.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

3D Neuron Tip Detection in Volumetric Microscopy Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
Cell volume estimation from a sparse collection of noisy confocal image slices.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Pattern analysis of stem cell growth dynamics in the shoot apex of arabidopsis.
Proceedings of the International Conference on Image Processing, 2010

Multi-focal nematode image classification using the 3D X-Ray Transform.
Proceedings of the International Conference on Image Processing, 2010

Multi-target tracking using long-term stochastic associations.
Proceedings of the International Conference on Image Processing, 2010

Multilinear feature extraction and classification of multi-focal images, with applications in nematode taxonomy.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Exploiting local structure for tracking plant cells in noisy images.
Proceedings of the International Conference on Image Processing, 2009

Robust estimation of stem cell lineages using local graph matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009


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