Faculty

Institution

Unit

Venue

Siyang Cao

Associate Professor of Electrical and Computer Engineering

University of Arizona

Affiliations

College of Engineering

Electrical and Computer Engineering

Siyang Cao is currently serving as a College Of Engineering Associate Professor of Electrical and Computer Engineering at University of Arizona.

Honors

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Experiences

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Education

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Siyang Cao

University of Arizona

Associate Professor of Electrical and Computer Engineering

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radar computer vision signal processing systems engineering radar signal processing synthetic aperture radar computer science aerospace engineering instrumentation electrical engineering machine learning wavelet theory deep learning remote sensing machine vision information fusion pattern recognition millimeter wave technology sensor technology waveform analysis unmanned aircraft systems vehicular technology localization microwave technology sensor arrays 3d imaging aerospace technology aeronautics skeletal pose estimation mmwave radar numerical algorithms motion detection motion analysis fall detection geophysical research automotive security automation engineering 3d scanning 3d computer vision holographic method tracking systems object tracking state estimation radar signal radar-based fall detection portable millimeter mmwave radars adaptive noise canceller mmwave radar tracking sensor-fusion applications control system technology automatic control machine learning research numerical simulations mathematical optimization geographical information science intelligent vehicles sensor design convolutional neural networks movement analysis noise control vehicle technology autoencoders object recognition traffic monitoring location tracking classification method data fusion intelligent robotics parameter estimation multimodal traffic monitoring camera sensor fusion mmwave radar point-cloud automotive radar interference slow-time waveform design mimo gmti radar imaging radar industrial informatics radar applications

Notable Scholarly Works

Notable Federal Grants

Collaborators

Deep Learning-Based Robust Multi-Object Tracking via Fusion of Mmwave Radar and Camera Sensors. IEEE Transactions on Intelligent Transportation Systems (2024)

Lei ChengArindam SenguptaSiyang Cao

information fusioncomputer sciencesystems engineeringcomputer visiondeep learningvehicular technologyobject trackingcamera sensorselectrical engineeringremote sensingmachine visionmmwave radarpattern recognitionmachine learningfeature fusion

Mmpose-Fk: A Forward Kinematics Approach to Dynamic Skeletal Pose Estimation Using Mmwave Radars. IEEE Sensors Journal (2024)

Shuting HuSiyang CaoNima ToosizadehJennifer BartonMelvin G. HectorMindy J. Fain

forward kinematicscomputer visionelectrical engineeringskeletal pose estimationkinematicsapplied physicssensor technologyhuman pose estimationinstrumentation

Mmwave Radar for Sit-To-Stand Analysis: A Comparative Study With Wearables and Kinect. arXiv (Cornell University) (2024)

Hu, ShutingAckun, PeggyZhang, XiangCao, SiyangBarton, JenniferHector, Melvin G.Fain, Mindy J.Toosizadeh, Nima

sensorssit-to-stand analysissystems engineeringunmanned aerial vehiclesmicrowave technologyradarwearable technologycomparative studymechanical engineeringimaging radarradar image processingradar applicationscomparative analysisunmanned aircraft systemsradar signal processingsynthetic aperture radarinstrumentationaerospace engineering

Radar-Based Fall Detection: A Survey [Survey]. IEEE Robotics & Automation Magazine (2024)

Shuting HuSiyang CaoNima ToosizadehJennifer BartonMelvin G. HectorMindy J. Fain

spatio-temporal modelsmachine visionsubsidence monitoringdeep learningprobabilistic safety assessmentsindustrial informaticscognitive scienceunmanned aircraft systemsfield roboticsintelligent vehiclesunmanned aerial vehicleselectrical engineeringkinematicsaerospace engineeringdroneshyperparameter estimationradar-based fall detectionreal-time dataassistive technology

3D Radar and Camera Co-Calibration: A Flexible and Accurate Method for Target-Based Extrinsic Calibration. 2022 IEEE Radar Conference (RadarConf22) (2023)

Lei ChengArindam SenguptaSiyang Cao

accurate methodradarcomputer vision3d computer visionlocalizationradiologycomputational imaging3d imagingpattern recognitionremote sensingcamera co-calibrationradar image processingtarget-based extrinsic calibrationinstrumentation3d pose estimationradar signal processing

A Survey on Radar-Based Fall Detection. arXiv (Cornell University) (2023)

Shuting HuSiyang CaoNima ToosizadehJennifer BartonMelvin G. HectorMindy J. Fain

radarcomputer visionradar-based fall detectionapplied mathematicsaerospace engineering

Online Targetless Radar-Camera Extrinsic Calibration Based on the Common Features of Radar and Camera. (2023)

Lei ChengSiyang Cao

camera calibrationsystems engineeringcommon featuresradar

Quantitative Investigation of Imaging Quality vs. Radar Position Errors in Millimeter-Wave Sar. 2022 IEEE Radar Conference (RadarConf22) (2023)

Qi WenSiyang Cao

systems engineeringimage quality assessmentradar position errorssatellite imagingmillimeter-wave sarquantitative investigationerror correctionimage analysismillimeter wave technologysynthetic aperture radar

Radar Range–Doppler Flow: A Radar Signal Processing Technique to Enhance Radar Target Classification. IEEE Transactions on Aerospace and Electronic Systems (2023)

Qi WenSiyang Cao

aeronauticssignal processingradar target classificationaerospace technologyaerospace engineeringradar range-doppler flowradar signal processing

Automatic Radar-Camera Dataset Generation for Sensor-Fusion Applications. IEEE Robotics and Automation Letters (2022)

information fusioncomputer sciencecomputer visionradarmulti-sensor information fusionmultimodal sensor fusionsensor-fusion applicationsdata sciencemachine visionradar signal processingimage analysissynthetic aperture radar

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Siyang Cao

Associate Professor of Electrical and Computer Engineering

University of Arizona

Affiliations

College of Engineering

Electrical and Computer Engineering

Siyang Cao is currently serving as a College Of Engineering Associate Professor of Electrical and Computer Engineering at University of Arizona.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Siyang Cao

University of Arizona

Associate Professor of Electrical and Computer Engineering

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Deep Learning-Based Robust Multi-Object Tracking via Fusion of Mmwave Radar and Camera Sensors. IEEE Transactions on Intelligent Transportation Systems (2024)

Lei ChengArindam SenguptaSiyang Cao

Mmpose-Fk: A Forward Kinematics Approach to Dynamic Skeletal Pose Estimation Using Mmwave Radars. IEEE Sensors Journal (2024)

Shuting HuSiyang CaoNima ToosizadehJennifer BartonMelvin G. HectorMindy J. Fain

forward kinematicscomputer visionelectrical engineeringskeletal pose estimationkinematicsapplied physicssensor technologyhuman pose estimationinstrumentation

Mmwave Radar for Sit-To-Stand Analysis: A Comparative Study With Wearables and Kinect. arXiv (Cornell University) (2024)

Hu, ShutingAckun, PeggyZhang, XiangCao, SiyangBarton, JenniferHector, Melvin G.Fain, Mindy J.Toosizadeh, Nima

Radar-Based Fall Detection: A Survey [Survey]. IEEE Robotics & Automation Magazine (2024)

Shuting HuSiyang CaoNima ToosizadehJennifer BartonMelvin G. HectorMindy J. Fain

3D Radar and Camera Co-Calibration: A Flexible and Accurate Method for Target-Based Extrinsic Calibration. 2022 IEEE Radar Conference (RadarConf22) (2023)

Lei ChengArindam SenguptaSiyang Cao

A Survey on Radar-Based Fall Detection. arXiv (Cornell University) (2023)

Shuting HuSiyang CaoNima ToosizadehJennifer BartonMelvin G. HectorMindy J. Fain

radarcomputer visionradar-based fall detectionapplied mathematicsaerospace engineering

Online Targetless Radar-Camera Extrinsic Calibration Based on the Common Features of Radar and Camera. (2023)

Lei ChengSiyang Cao

camera calibrationsystems engineeringcommon featuresradar

Quantitative Investigation of Imaging Quality vs. Radar Position Errors in Millimeter-Wave Sar. 2022 IEEE Radar Conference (RadarConf22) (2023)

Qi WenSiyang Cao

Radar Range–Doppler Flow: A Radar Signal Processing Technique to Enhance Radar Target Classification. IEEE Transactions on Aerospace and Electronic Systems (2023)

Qi WenSiyang Cao

aeronauticssignal processingradar target classificationaerospace technologyaerospace engineeringradar range-doppler flowradar signal processing

Automatic Radar-Camera Dataset Generation for Sensor-Fusion Applications. IEEE Robotics and Automation Letters (2022)

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pattern recognition

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Ohio State University

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