Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

Precision Instruction of College English Teaching Assisted by Information Technology.

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Xiangmin Xu

Proceedings of the ICISCAE 2021: 4th International Conference on Information Systems and Computer Aided Education, Dalian, China, September 24, 2021

LSSED: A Large-Scale Dataset and Benchmark for Speech Emotion Recognition.

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Proceedings of the IEEE International Conference on Acoustics, 2021

Two-stream Global-Guided Attention Network for Facial Expression Recognition.

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[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Two-stream Gabor-AGraph Convolutional Networks for Facial Expression Recognition.

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[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Cross-subject And Cross-device Wearable EEG Emotion Recognition Using Frontal EEG Under Virtual Reality Scenes.

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[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

CA-VC: A Novel Zero-Shot Voice Conversion Method With Channel Attention.

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[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Towards Unseen Speakers Zero-Shot Voice Conversion with Generative Adversarial Networks.

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[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020

Wearable Emotion Recognition Using Heart Rate Data from a Smart Bracelet.

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[DOI]

Sensors, 2020

Exploring privileged information from simple actions for complex action recognition.

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[DOI]

Neurocomputing, 2020

Spatial Residual Blocks Combined Parallel Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Access, 2020

SalBiNet360: Saliency Prediction on 360° Images with Local-Global Bifurcated Deep Network.

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[DOI]

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2020

Infant Cognitive Scores Prediction with Multi-stream Attention-Based Temporal Path Signature Features.

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[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Joint Image Quality Assessment and Brain Extraction of Fetal MRI Using Deep Learning.

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[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Siamese Verification Framework for Autism Identification During Infancy Using Cortical Path Signature Features.

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[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Multi-Branch Deformable Convolutional Neural Network with Label Distribution Learning for Fetal Brain Age Prediction.

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[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Adaptive Domain-Aware Representation Learning for Speech Emotion Recognition.

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[DOI]

Proceedings of the Interspeech 2020, 2020

Learning Spatio-Temporal Convolutional Network for Real-Time Object Tracking.

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[DOI]

Hanzao Chen

Xiaofen Xing

Xiangmin Xu

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attention-Based Fine-Grained Classification of Bone Marrow Cells.

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[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised Learning.

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[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Spatial-spectral classification of hyperspectral images: a deep learning framework with Markov Random fields based modelling.

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[DOI]

IET Image Process., 2019

SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG.

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[DOI]

Frontiers Neurorobotics, 2019

Interpretable Emotion Recognition Using EEG Signals.

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[DOI]

IEEE Access, 2019

Listwise View Ranking for Image Cropping.

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[DOI]

IEEE Access, 2019

Low-Rank Tensor Thresholding Ridge Regression.

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[DOI]

IEEE Access, 2019

Compressing by Learning in a Low-Rank and Sparse Decomposition Form.

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[DOI]

IEEE Access, 2019

Human Face Reconstruction under a HMD Occlusion.

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[DOI]

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

A Binary I-Ching Divination Evolutionary Algorithm for Feature Selection.

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Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2019

Image Aesthetic Assessment Based on Perception Consistency.

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Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019

Meta-Learning Perspective for Personalized Image Aesthetics Assessment.

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[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

EEG Signal Indicator for Emotional Reactivity.

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[DOI]

Proceedings of the Brain Informatics - 12th International Conference, 2019

EEG-Based Emotion Estimate Using Shallow Fully Convolutional Neural Network with Boost Training Strategy.

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Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Emotion Recognition Using Eye Gaze Based on Shallow CNN with Identity Mapping.

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Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Robust Emotion Navigation: Few-shot Visual Sentiment Analysis by Auxiliary Noisy Data.

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Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2018

GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy.

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IEEE Trans. Neural Networks Learn. Syst., 2018

Design of Highly Nonlinear Substitution Boxes Based on I-Ching Operators.

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[DOI]

IEEE Trans. Cybern., 2018

A Review of Emotion Recognition Using Physiological Signals.

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[DOI]

Sensors, 2018

An accelerated nonmonotone trust region method with adaptive trust region for unconstrained optimization.

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[DOI]

Jianjun Liu

Xiangmin Xu

Xuehui Cui

Comput. Optim. Appl., 2018

Improved Quantification of 18O Labeled LC-MS Based on I-Ching Divination Evolutionary Algorithm.

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[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Visual Sentiment Analysis with Noisy Labels by Reweighting Loss.

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[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

FReLU: Flexible Rectified Linear Units for Improving Convolutional Neural Networks.

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[DOI]

Suo Qiu

Xiangmin Xu

Bolun Cai

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Learning Adaptive Selection Network for Real-Time Visual Tracking.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Style Transfer at 100+ FPS Via Sub-Pixel Super-Resolution.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia & Expo Workshops, 2018

Perception Preserving Decolorization.

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[DOI]

Bolun Cai

Xiangmin Xu

Xiaofen Xing

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Recurrent Neural Networks for Automatic Replay Spoofing Attack Detection.

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[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Scenes Design in Virtual Reality for Depression Assessment.

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[DOI]

Proceedings of the Virtual, Augmented and Mixed Reality: Applications in Health, Cultural Heritage, and Industry, 2018

Design of Virtual Reality Scenes with Variable Levels of Fear Evocation.

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[DOI]

Proceedings of the Virtual, Augmented and Mixed Reality: Applications in Health, Cultural Heritage, and Industry, 2018

Local-Global Extraction Unit for Person Re-identification.

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Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017

The smallest target size for a comfortable pointing in freehand space: human pointing precision of freehand interaction.

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[DOI]

Zhuorui Liang

Xiangmin Xu

Shaolin Zhou

Univers. Access Inf. Soc., 2017

Discriminative GoDec+ for Classification.

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[DOI]

Kailing Guo

Xiangmin Xu

Dacheng Tao

IEEE Trans. Signal Process., 2017

Robust object tracking based on sparse representation and incremental weighted PCA.

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[DOI]

Multim. Tools Appl., 2017

Geometry Processing of Conventionally Produced Mouse Brain Slice Images.

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[DOI]

Nitin Agarwal

Xiangmin Xu

Meenakshisundaram Gopi

CoRR, 2017

Learning Reduced-Resolution and Super-Resolution Networks in Synch.

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CoRR, 2017

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition.

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CoRR, 2017

Natural Interaction in Freehand Pointing: Designing the mapping of interaction space.

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[DOI]

Zhuorui Liang

Xiangmin Xu

Chunmei Qing

IEEE Consumer Electron. Mag., 2017

EEG-based emotion classification using convolutional neural network.

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[DOI]

Han Mei

Xiangmin Xu

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

A novel DE-PCCM feature for EEG-based emotion recognition.

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[DOI]

Proceedings of the International Conference on Security, Pattern Analysis, and Cybernetics, 2017

Single Image Super-Resolution Using Multi-scale Convolutional Neural Network.

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[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Face Verification Based on Feature Transfer via PCA-SVM Framework.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Image Haze Removal Using Depth-Based Cluster and Self-Adaptive Parameters.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

ResNet and Model Fusion for Automatic Spoofing Detection.

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[DOI]

Proceedings of the Interspeech 2017, 2017

Multi-scale convolutional neural networks for crowd counting.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Edge/structure preserving smoothing via relativity-of-Gaussian.

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[DOI]

Bolun Cai

Xiaofen Xing

Xiangmin Xu

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Progressive Lifelong Learning by Sharing Representations for Few Labeled Data.

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[DOI]

Proceedings of the Internet Multimedia Computing and Service, 2017

Probability Matrix SVM+ Learning for Complex Action Recognition.

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[DOI]

Proceedings of the Internet Multimedia Computing and Service, 2017

Emotion Recognition from EEG Using RASM and LSTM.

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[DOI]

Proceedings of the Internet Multimedia Computing and Service, 2017

Joint Latent Space and Multi-view Feature Learning.

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[DOI]

Proceedings of the Internet Multimedia Computing and Service, 2017

Automatic Classification of Focal Liver Lesion in Ultrasound Images Based on Sparse Representation.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 9th International Conference, 2017

Aesthetic Quality Assessment of Photos with Faces.

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[DOI]

Proceedings of the Image and Graphics - 9th International Conference, 2017

Improving Training of Deep Neural Networks via Singular Value Bounding.

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[DOI]

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

Estimation of valence of emotion using two frontal EEG channels.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Emotion classification using deep neural networks and emotional patches.

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[DOI]

Jungming Huang

Xiangmin Xu

Tong Zhang

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Simple to Complex Transfer Learning for Action Recognition.

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IEEE Trans. Image Process., 2016

BIT: Biologically Inspired Tracker.

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[DOI]

IEEE Trans. Image Process., 2016

DehazeNet: An End-to-End System for Single Image Haze Removal.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

A multi-scene deep learning model for image aesthetic evaluation.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2016

Underwater video dehazing based on spatial-temporal information fusion.

[BibT_eX]

[DOI]

Multidimens. Syst. Signal Process., 2016

Synthesized computational aesthetic evaluation of photos.

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[DOI]

Neurocomputing, 2016

Wireless and sensorless 3D ultrasound imaging.

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[DOI]

Neurocomputing, 2016

Image and video dehazing using view-based cluster segmentation.

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[DOI]

Proceedings of the 2016 Visual Communications and Image Processing, 2016

A Cross-Domain Lifelong Learning Model for Visual Understanding.

[BibT_eX]

[DOI]

Chunmei Qing

Zhuobin Huang

Xiangmin Xu

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Exploiting Local Feature Fusion for Action Recognition.

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[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Real-Time Video Dehazing Based on Spatio-Temporal MRF.

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[DOI]

Bolun Cai

Xiangmin Xu

Dacheng Tao

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Automatic Detection of Histological Artifacts in Mouse Brain Slice Images.

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[DOI]

Nitin Agarwal

Xiangmin Xu

Meenakshisundaram Gopi

Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

Improved Music Genre Classification with Convolutional Neural Networks.

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[DOI]

Proceedings of the Interspeech 2016, 2016

An electronic stethoscope for heart diseases based on micro-electro-mechanical-system microphone.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Robust registration of Mouse brain slices with severe histological artifacts.

[BibT_eX]

[DOI]

Nitin Agarwal

Xiangmin Xu

M. Gopi

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Efficient action recognition from compressed depth maps.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Dehazing with improved heterogeneous atmosphere light estimation and a nonlinear color attenuation prior model.

[BibT_eX]

[DOI]

Proceedings of the 10th International Symposium on Communication Systems, 2016

Deep networks with stochastic depth for acoustic modelling.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Improved keyword spotting based on keyword/garbage models.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015

Temporal Variance Analysis for Action Recognition.

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[DOI]

IEEE Trans. Image Process., 2015

An efficient image aesthetic analysis system using Hadoop.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2015

A parallel VLSI architecture of contactless HCI system.

[BibT_eX]

[DOI]

Proceedings of the 2015 Picture Coding Symposium, 2015

An automatic energy-based region growing method for ultrasound image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Residue boundary histograms for action recognition in the compressed domain.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

BIT: Bio-inspired tracker.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Multi-invariance appearance model for object tracking.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A new real-time robust object tracking method.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Underwater image enhancement with an adaptive dehazing framework.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

2014

Visual saliency detection based on region descriptors and prior knowledge.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2014

High speed deep networks based on Discrete Cosine Transformation.

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[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

LDA based compact and discriminative dictionary learning for sparse coding.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Eye tracking system based on SOPC.

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[DOI]

Proceedings of the 21st IEEE International Conference on Electronics, Circuits and Systems, 2014

Bio-inspired model with dual visual pathways for human action recognition.

[BibT_eX]

[DOI]

Bolun Cai

Xiangmin Xu

Chunmei Qing

Proceedings of the 9th International Symposium on Communication Systems, 2014

2013

Low Power Design of Asynchronous Datapath for LDPC Decoder.

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[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2013

A novel incremental weighted PCA algorithm for visual tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

2011

Extraction of Prostatic Lumina and Automated Recognition for Prostatic Calculus Image Using PCA-SVM.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2011

Xiangmin Xu

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