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Yao Wang

Full Professor Electrical Engineering

    1988 …2019
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    Research Output 1988 2019

    2019

    An ADMM Approach to Masked Signal Decomposition Using Subspace Representation

    Minaee, S. & Wang, Y., Jul 1 2019, In : IEEE Transactions on Image Processing. 28, 7, p. 3192-3204 13 p., 8625603.

    Research output: Contribution to journalArticle

    Decomposition
    Glossaries
    Masks
    Signal processing
    Pixels

    A Two-Tier System for On-Demand Streaming of 360 Degree Video over Dynamic Networks

    Sun, L., Duanmu, F., Liu, Y., Wang, Y., Ye, Y., Shi, H. & Dai, D., Mar 1 2019, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9, 1, p. 43-57 15 p., 8640123.

    Research output: Contribution to journalArticle

    Bandwidth
    Video on demand
    Augmented reality
    Virtual reality

    Deep Bv: A Fully Automated System for Brain Ventricle Localization and Segmentation In 3D Ultrasound Images of Embryonic Mice

    Qiu, Z., Langerman, J., Nair, N., Aristizabal, O., Mamou, J., Turnbull, D. H., Ketterling, J. & Wang, Y., Jan 16 2019, 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8615610. (2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Brain
    Ultrasonics
    Volumetric analysis
    Embryonic Structures
    Neurology

    Layered Image Compression Using Scalable Auto-Encoder

    Jia, C., Liu, Z., Wang, Y., Ma, S. & Gao, W., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 431-436 6 p. 8695403. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image compression
    Neural networks
    Textures
    Pixels

    Protein-Engineered Functional Materials

    Wang, Y., Katyal, P. & Montclare, J. K., Jan 1 2019, In : Advanced Healthcare Materials. 1801374.

    Research output: Contribution to journalReview article

    Functional materials
    Proteins
    Biocompatible Materials
    Biomaterials
    Synthetic Biology

    Reconstructing Speech Stimuli From Human Auditory Cortex Activity Using a WaveNet Approach

    Wang, R., Wang, Y. & Flinker, A., Jan 16 2019, 2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8615605. (2018 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Auditory Cortex
    Speech recognition
    Temporal Lobe
    Electrodes
    Speech analysis

    Very Long Term Field of View Prediction for 360-Degree Video Streaming

    Li, C., Zhang, W., Liu, Y. & Wang, Y., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. 8695336. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Video streaming
    Trajectories
    Bandwidth
    Video on demand
    Augmented reality
    2018

    A Deep Unsupervised Learning Approach Toward MTBI Identification Using Diffusion MRI

    Minaee, S., Wang, Y., Choromanska, A., Chung, S., Wang, X., Fieremans, E., Flanagan, S., Rath, J. & Lui, Y. W., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 1267-1270 4 p. 8512556

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Diffusion Magnetic Resonance Imaging
    Unsupervised learning
    Magnetic resonance imaging
    Brain
    Learning

    A Multi-View Pedestrian Tracking Framework Based on Graph Matching

    Duanmu, F., Feng, X., Zhu, X., Tan, W. T. & Wang, Y., Jun 26 2018, Proceedings - IEEE 1st Conference on Multimedia Information Processing and Retrieval, MIPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 315-320 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Cameras
    Monitoring

    An HEVC-Compliant Fast Screen Content Transcoding Framework Based on Mode Mapping

    Duanmu, F., Ma, Z., Xu, M. & Wang, Y., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to journalArticle

    Image coding
    Decoding

    An object based graph representation for video comparison

    Feng, X., Xue, Y. & Wang, Y., Feb 20 2018, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings. IEEE Computer Society, Vol. 2017-September. p. 2548-2552 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantics
    Motion estimation
    Cameras
    Trajectories
    Experiments

    A Subjective Study of Viewer Navigation Behaviors When Watching 360-Degree Videos on Computers

    Duanmu, F., Mao, Y., Liu, S., Srinivasan, S. & Wang, Y., Oct 8 2018, 2018 IEEE International Conference on Multimedia and Expo, ICME 2018. IEEE Computer Society, 8486537. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Virtual reality
    Navigation
    Trajectories
    Personal computers
    Display devices

    Automatic body localization and brain ventricle segmentation in 3D high frequency ultrasound images of mouse embryos

    Kuo, J. W., Qiu, Z., Aristizabal, O., Mamou, J., Turnbull, D. H., Ketterling, J. & Wang, Y., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 635-639 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Brain
    Embryonic Structures
    Ultrasonics
    Body Image
    Surface analysis

    Content-Adaptive 360-Degree Video Coding Using Hybrid Cubemap Projection

    He, Y., Xiu, X., Hanhart, P., Ye, Y., Duanmu, F. & Wang, Y., Sep 5 2018, 2018 Picture Coding Symposium, PCS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 313-317 5 p. 8456280

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image coding
    Parameter estimation
    Sampling
    Computational complexity

    Face recognition using scattering convolutional network

    Minaee, S., Abdolrashidi, A. & Wang, Y., Jan 12 2018, 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Face recognition
    Scattering
    Passive Cutaneous Anaphylaxis
    Facial Expression
    Lighting

    Generalized Recurrent Neural Network accommodating Dynamic Causal Modeling for functional MRI analysis

    Wang, Y., Wang, Y. & Lui, Y. W., Sep 1 2018, In : NeuroImage. 178, p. 385-402 18 p.

    Research output: Contribution to journalArticle

    Magnetic Resonance Imaging
    Learning
    Neurosciences
    Vanilla
    Motion Pictures

    HEVC-compliant screen content transcoding based on mode mapping and fast termination

    Duanmu, F., Xu, M., Wang, Y. & Ma, Z., Feb 28 2018, 2017 IEEE Visual Communications and Image Processing, VCIP 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-4 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image coding
    Information analysis

    Identifying mild traumatic brain injury patients from MR images using bag of visual words

    Minaee, S., Wang, S., Wang, Y., Chung, S., Wang, X., Fieremans, E., Flanagan, S., Rath, J. & Lui, Y. W., Jan 12 2018, 2017 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-5 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Brain Concussion
    Brain
    Public health
    Medical problems
    Computer vision

    Kinect-Based In-Home Exercise System for Lymphatic Health and Lymphedema intervention

    Chiang, A. T., Chen, Q., Wang, Y. & Fu, M., Jan 1 2018, (Accepted/In press) In : IEEE Journal of Translational Engineering in Health and Medicine.

    Research output: Contribution to journalArticle

    Health
    Feedback
    Sensors
    Patient rehabilitation

    Long-term prediction of μeCOG signals with a spatio-temporal pyramid of adversarial convolutional networks

    Wang, R., Song, Y., Wang, Y. & Viventi, J., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April. p. 1313-1317 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Convolution
    Neural networks
    Mean square error
    Macros
    Time series

    Motion Sequence Alignment for A Kinect-Based In-Home Exercise System for Lymphatic Health and Lymphedema Intervention

    Chiang, A. T., Chen, Q., Wang, Y. & Fu, M., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 2072-2075 4 p. 8512635

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Lymphatic System
    Lymphedema
    Sequence Alignment
    Health
    Exercise

    Multi-path multi-tier 360-degree video streaming in 5G networks

    Sun, L., Duanmu, F., Liu, Y., Wang, Y., Ye, Y., Shi, H. & Dai, D., Jun 12 2018, Proceedings of the 9th ACM Multimedia Systems Conference, MMSys 2018. Association for Computing Machinery, Inc, p. 162-173 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Video streaming
    Wireless networks
    Bandwidth
    Augmented reality
    Data transfer

    Multispectral Image Intrinsic Decomposition via Subspace Constraint

    Huang, Q., Zhu, W., Zhao, Y., Chen, L., Wang, Y., Yue, T. & Cao, X., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 6430-6439 10 p. 8578771. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Decomposition
    Computer vision
    Lighting
    Geometry
    Experiments

    Protein Engineered Triblock Polymers Composed of Two SADs: Enhanced Mechanical Properties and Binding Abilities

    Olsen, A. J., Katyal, P., Haghpanah, J. S., Kubilius, M. B., Li, R., Schnabel, N. L., O'Neill, S. C., Wang, Y., Dai, M., Singh, N., Tu, R. S. & Montclare, J. K., May 14 2018, In : Biomacromolecules. 19, 5, p. 1552-1561 10 p.

    Research output: Contribution to journalArticle

    Hydrogels
    Polymers
    Hydrogel
    Proteins
    Mechanical properties

    Scanning Acoustic Microscopy Image Super-Resolution using Bilateral Weighted Total Variation Regularization

    Khalilian-Gourtani, A., Wang, Y. & Mamou, J., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 5113-5116 4 p. 8513411

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Acoustic Microscopy
    Histology
    Transducers
    Tissue
    Least-Squares Analysis

    Text extraction from texture images using masked signal decomposition

    Minaee, S. & Wang, Y., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1210-1214 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Masks
    Textures
    Color
    Decomposition
    Optical character recognition
    2017

    An experimental study of deep convolutional features for iris recognition

    Minaee, S., Abdolrashidiy, A. & Wang, Y., Feb 7 2017, 2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7846859

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Biometrics
    Image recognition
    Face recognition
    Authentication
    Computer vision

    A Novel Video Coding Framework using Self-adaptive Dictionary

    Xue, Y. & Wang, Y., Oct 4 2017, (Accepted/In press) In : IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to journalArticle

    Glossaries
    Image coding
    Atoms
    Entropy

    Depth recovery via decomposition of polynomial and piece-wise constant signals

    Ye, X., Song, X., Yang, J., Hou, C. & Wang, Y., Jan 4 2017, VCIP 2016 - 30th Anniversary of Visual Communication and Image Processing. Institute of Electrical and Electronics Engineers Inc., 7805434

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Polynomials
    Decomposition
    Recovery
    Delta modulation
    Image resolution

    Image segmentation using overlapping group sparsity

    Minaee, S. & Wang, Y., Feb 7 2017, 2016 IEEE Signal Processing in Medicine and Biology Symposium, SPMB 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7846856

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image segmentation
    Decomposition
    Source separation
    Image denoising
    Image classification

    Palmprint recognition using deep scattering network

    Minaee, S. & Wang, Y., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050421

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Palmprint recognition
    Scattering
    Classifiers
    Principal component analysis
    Wavelet transforms

    Perceptual Quality Maximization for Video Calls with Packet Losses by Optimizing FEC, Frame Rate and Quantization

    Kurdoglu, E., Liu, Y. & Wang, Y., Dec 7 2017, (Accepted/In press) In : IEEE Transactions on Multimedia.

    Research output: Contribution to journalArticle

    Packet loss
    Redundancy
    Freezing
    Combinatorial optimization

    Prioritized buffer control in two-tier 360 video streaming

    Duanmu, F., Kurdoglu, E., Hosseini, S. A., Liu, Y. & Wang, Y., Aug 11 2017, VR/AR Network 2017 - Proceedings of the 2017 Workshop on Virtual Reality and Augmented Reality Network, Part of SIGCOMM 2017. Association for Computing Machinery, Inc, p. 13-18 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Video streaming
    Bandwidth
    Image compression
    Virtual reality

    Segmentation of 3-D High-Frequency Ultrasound Images of Human Lymph Nodes Using Graph Cut with Energy Functional Adapted to Local Intensity Distribution

    Kuo, J. W., Mamou, J., Wang, Y., Saegusa-Beecroft, E., MacHi, J. & Feleppa, E. J., Oct 1 2017, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 64, 10, p. 1514-1525 12 p., 8006247.

    Research output: Contribution to journalArticle

    lymphatic system
    fats
    Oils and fats
    acoustic attenuation
    Ultrasonics

    Stochastic Multi-Stage Co-Planning of Transmission Expansion and Energy Storage

    Qiu, T., Xu, B., Wang, Y., Dvorkin, Y. & Kirschen, D. S., 2017, In : IEEE Transactions on Power Systems. (Early Access).

    Research output: Contribution to journalArticle

    Subspace learning in the presence of sparse structured outliers and noise

    Minaee, S. & Wang, Y., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050533

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image segmentation
    Processing

    Unsupervised learning of spike patterns for seizure detection and wavefront estimation of high resolution micro electrocorticographic (μ ECoG) data

    Song, Y., Wang, Y. & Viventi, J., Sep 1 2017, In : IEEE Transactions on Nanobioscience. 16, 6, p. 418-427 10 p., 7945476.

    Research output: Contribution to journalArticle

    Unsupervised learning
    Wavefronts
    Brain
    Seizures
    Learning

    Video object graph: A novel semantic level representation for videos

    Feng, X., Xue, Y. & Wang, Y., Sep 5 2017, 2017 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2017. Institute of Electrical and Electronics Engineers Inc., p. 680-685 6 p. 8026327

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Semantics
    Motion estimation
    Cameras
    Trajectories

    View direction and bandwidth adaptive 360 degree video streaming using a two-tier system

    Duanmu, F., Kurdoglu, E., Liu, Y. & Wang, Y., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050575

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Video streaming
    Bandwidth
    Image compression
    Virtual reality
    2016

    A novel screen content fast transcoding framework based on statistical study and machine learning

    Duanmu, F., Ma, Z., Wang, W., Xu, M. & Wang, Y., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 4205-4209 5 p. 7533152

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Learning systems
    Testing
    Image coding
    Pixels
    Color

    Dealing With User Heterogeneity in P2P Multi-Party Video Conferencing: Layered Distribution Versus Partitioned Simulcast

    Kurdoglu, E., Liu, Y. & Wang, Y., Jan 1 2016, In : IEEE Transactions on Multimedia. 18, 1, p. 90-101 12 p., 7314955.

    Research output: Contribution to journalArticle

    Video conferencing
    Image coding
    Bandwidth
    Learning systems
    Decision trees
    Classifiers
    Statistics

    Fingerprint recognition using translation invariant scattering network

    Minaee, S. & Wang, Y., Feb 11 2016, 2015 IEEE Signal Processing in Medicine and Biology Symposium - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7405471

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Dermatoglyphics
    Scattering
    Wavelet Analysis
    Template matching
    Principal Component Analysis

    Nested graph cut for automatic segmentation of high-frequency ultrasound images of the Mouse Embryo

    Kuo, J. W., Mamou, J., Aristizábal, O., Zhao, X., Ketterling, J. A. & Wang, Y., Feb 1 2016, In : IEEE Transactions on Medical Imaging. 35, 2, p. 427-441 15 p., 2477395.

    Research output: Contribution to journalArticle

    Brain
    Embryonic Structures
    Ultrasonics
    Imaging techniques
    Head

    Real-time bandwidth prediction and rate adaptation for video calls over cellular networks

    Kurdoglu, E., Liu, Y., Wang, Y., Shi, Y., Gu, C. & Lyu, J., May 10 2016, Proceedings of the 7th International Conference on Multimedia Systems, MMSys 2016. Association for Computing Machinery, Inc, p. 122-132 11 p. 2910608

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Bandwidth
    Adaptive filters
    Telecommunication links
    Experiments

    Robust vehicle tracking for urban traffic videos at intersections

    Li, C., Chiang, A., Dobler, G., Wang, Y., Xie, K., Ozbay, K., Ghandehari, M., Zhou, J. & Wang, D., Nov 7 2016, 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016. Institute of Electrical and Electronics Engineers Inc., p. 207-213 7 p. 7738075

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Telecommunication traffic
    intersections
    traffic
    vehicles
    roads
    Image segmentation
    Pixels
    Decomposition

    Screen content image segmentation using sparse decomposition and total variation minimization

    Minaee, S. & Wang, Y., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 3882-3886 5 p. 7533087

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image segmentation
    Decomposition
    Source separation
    Image denoising
    Image classification

    Screen content image segmentation using sparse-smooth decomposition

    Minaee, S., Abdolrashidi, A. & Wang, Y., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. IEEE Computer Society, Vol. 2016-February. p. 1202-1206 5 p. 7421331

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Image segmentation
    Decomposition
    Image compression

    Seizure detection and prediction through clustering and temporal analysis of micro electrocorticographic data

    Song, Y., Viventi, J. & Wang, Y., Feb 11 2016, 2015 IEEE Signal Processing in Medicine and Biology Symposium - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7405420

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Hidden Markov models
    Cluster Analysis
    Brain
    Seizures
    Supervised learning