Yung-Hsiang Lu

Affiliations:
  • Purdue University, West Lafayette, USA


According to our database1, Yung-Hsiang Lu authored at least 148 papers between 1999 and 2022.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

On csauthors.net:

Bibliography

2022
Automated Discovery of Network Cameras in Heterogeneous Web Pages.
ACM Trans. Internet Techn., 2022

Why Accuracy Is Not Enough: The Need for Consistency in Object Detection.
CoRR, 2022

Efficient Computer Vision for Embedded Systems.
Computer, 2022

Directed Acyclic Graph-based Neural Networks for Tunable Low-Power Computer Vision.
Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022

Efficient Computer Vision on Edge Devices with Pipeline-Parallel Hierarchical Neural Networks.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022

2021
Modular Neural Networks for Low-Power Image Classification on Embedded Devices.
ACM Trans. Design Autom. Electr. Syst., 2021

Adaptive Resource Management for Analyzing Video Streams from Globally Distributed Network Cameras.
IEEE Trans. Cloud Comput., 2021

An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors.
CoRR, 2021

Automated Discovery of Real-Time Network Camera Data From Heterogeneous Web Pages.
CoRR, 2021

Low-Power Multi-Camera Object Re-Identification using Hierarchical Neural Networks.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021

2020
Analyzing Worldwide Social Distancing through Large-Scale Computer Vision.
CoRR, 2020

Observing Responses to the COVID-19 Pandemic using Worldwide Network Cameras.
CoRR, 2020

Crowdsourcing Detection of Sampling Biases in Image Datasets.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

A Survey of Methods for Low-Power Deep Learning and Computer Vision.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Low-power object counting with hierarchical neural networks.
Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

Camera Placement Meeting Restrictions of Computer Vision.
Proceedings of the IEEE International Conference on Image Processing, 2020

A Real-Time Feature Indexing System on Live Video Streams.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019
Cloud Resource Management for Analyzing Big Real-Time Visual Data from Network Cameras.
IEEE Trans. Cloud Comput., 2019

Low-power image recognition.
Nat. Mach. Intell., 2019

Cloud Resource Optimization for Processing Multiple Streams of Visual Data.
IEEE Multim., 2019

Low-Power Computer Vision: Status, Challenges, and Opportunities.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Low-Power Computer Vision: Status, Challenges, Opportunities.
CoRR, 2019

Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution.
CoRR, 2019

Cross-referencing Social Media and Public Surveillance Camera Data for Disaster Response.
CoRR, 2019

See the World Through Network Cameras.
Computer, 2019

Large-Scale Object Detection of Images from Network Cameras in Variable Ambient Lighting Conditions.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Special Session: 2018 Low-Power Image Recognition Challenge and Beyond.
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018
2018 Low-Power Image Recognition Challenge.
CoRR, 2018

Low-Power Image Recognition Challenge.
AI Mag., 2018

Dynamic Sampling in Convolutional Neural Networks for Imbalanced Data Classification.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Determining the Necessary Frame Rate of Video Data for Object Tracking under Accuracy Constraints.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Analyzing Real-Time Multimedia Content from Network Cameras Using CPUs and GPUs in the Cloud.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Three years of low-power image recognition challenge: Introduction to special session.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
Privacy Protection in Online Multimedia.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Internet of video things in 2030: A world with many cameras.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Comparison of Visual Datasets for Machine Learning.
Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

Parallel video processing using embedded computers.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Low-power image recognition challenge.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016
Hybrid Power Management for Office Equipment.
ACM Trans. Design Autom. Electr. Syst., 2016

Large-scale Image Processing using Amazon EC2 Spot Instances.
Proceedings of the Image Quality and System Performance XIII, Electronic Imaging 2016, 2016

Predictive Model for Dynamically Provisioning Resources in Multi-Tier Web Applications.
Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

Location Based Cloud Resource Management for Analyzing Real-Time Videos from Globally Distributed Network Cameras.
Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2015
Analysis of Large-Scale Distributed Cameras Using the Cloud.
IEEE Cloud Comput., 2015

LiTMaS: Live road traffic maps for smartphones.
Proceedings of the 16th IEEE International Symposium on A World of Wireless, 2015

Opportunities and Challenges of Global Network Cameras.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Teaching large-scale image processing over worldwide network cameras.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Rebooting Computing and Low-Power Image Recognition Challenge.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Multimedia content creation using global network cameras: The making of CAM2.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

Adaptive Cloud Resource Allocation for Analysing Many Video Streams.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

Webcam classification using simple features.
Proceedings of the Computational Imaging XIII, 2015

Beyond Big Data - Rethinking Programming Languages for Non-persistent Data.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

Cloud Resource Management for Image and Video Analysis of Big Data from Network Cameras.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

Using Global Camera Networks to Create Multimedia Content.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

Harvest the Information from Multimedia Big Data in Global Camera Networks.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
Guest Editors' Introduction: Cloud Computing for Embedded Systems.
IEEE Des. Test, 2014

Real-Time Power Sensors for Intelligent Power Management and Beyond.
IEEE Des. Test, 2014

Two-Stage Efficiency Measurement and Technological Heterogeneity: Evidence from the Biotechnological Industry in Taiwan.
Asia Pac. J. Oper. Res., 2014

Image-based geographical location estimation using web cameras.
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014

A system for large-scale analysis of distributed cameras.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

An Instructional Cloud-Based Testbed for Image and Video Analytics.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013
Energy-efficient data dissemination using beamforming in wireless sensor networks.
ACM Trans. Sens. Networks, 2013

A Survey of Computation Offloading for Mobile Systems.
Mob. Networks Appl., 2013

Introducing Parallel Programming in Undergraduate Curriculum.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2012
Introduction to the special section on adaptive power management for energy and temperature-aware computing systems.
ACM Trans. Design Autom. Electr. Syst., 2012

Energy Conservation for Image Retrieval on Mobile Systems.
ACM Trans. Embed. Comput. Syst., 2012

A game theoretic resource allocation for overall energy minimization in mobile cloud computing system.
Proceedings of the International Symposium on Low Power Electronics and Design, 2012

2011
End-to-End Energy Management.
Computer, 2011

Dependence-based multi-level tracing and replay for wireless sensor networks debugging.
Proceedings of the ACM SIGPLAN/SIGBED 2011 conference on Languages, 2011

Memory energy management for an enterprise decision support system.
Proceedings of the 2011 International Symposium on Low Power Electronics and Design, 2011

Resource Allocation for Real-Time Tasks Using Cloud Computing.
Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Collaborative beamforming in wireless sensor networks.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Adaptation of Multimedia Presentations for Different Display Sizes in the Presence of Preferences and Temporal Constraints.
IEEE Trans. Multim., 2010

Cloud Computing for Mobile Users: Can Offloading Computation Save Energy?.
Computer, 2010

Energy-Efficient Transmission for Beamforming in Wireless Sensor Networks.
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010

Tradeoff between energy savings and privacy protection in computation offloading.
Proceedings of the 2010 International Symposium on Low Power Electronics and Design, 2010

Phase difference and frequency offset estimation for collaborative beamforming in sensor networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Real-time moving object recognition and tracking using computation offloading.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Analysis of Energy Consumption on Data Sharing in Beamforming for Wireless Sensor Networks.
Proceedings of the 19th International Conference on Computer Communications and Networks, 2010

2009
A Homogeneous Architecture for Power Policy Integration in Operating Systems.
IEEE Trans. Computers, 2009

Optimal solutions to a class of power management problems in mobile robots.
Autom., 2009

Multigrade Security Monitoring for Ad-Hoc Wireless Networks.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

Ranking servers based on energy savings for computation offloading.
Proceedings of the 2009 International Symposium on Low Power Electronics and Design, 2009

Energy Efficient Content-based Image Retrieval for Mobile Systems.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Energy Efficient Collaborative Beamforming in Wireless Sensor Networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Energy-efficient image compression in mobile devices for wireless transmission.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Preference-based adaptation of multimedia presentations for different display sizes.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Establishing Trust for Computation Offloading.
Proceedings of the 18th International Conference on Computer Communications and Networks, 2009

2008
Dynamic Voltage Scaling for Multitasking Real-Time Systems With Uncertain Execution Time.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008

SeNDORComm: An Energy-Efficient Priority-Driven Communication Layer for Reliable Wireless Sensor Networks.
Proceedings of the 27th IEEE Symposium on Reliable Distributed Systems (SRDS 2008), 2008

Energy conservation by adaptive feature loading for mobile content-based image retrieval.
Proceedings of the 2008 International Symposium on Low Power Electronics and Design, 2008

2007
P-SLAM: Simultaneous Localization and Mapping With Environmental-Structure Prediction.
IEEE Trans. Robotics, 2007

Power Measurement of Software Programs on Computers With Multiple I/O Components.
IEEE Trans. Instrum. Meas., 2007

Low-Power Buffer Management for Streaming Data.
IEEE Trans. Circuits Syst. Video Technol., 2007

Adaptive correctness monitoring for wireless sensor networks using hierarchical distributed run-time invariant checking.
ACM Trans. Auton. Adapt. Syst., 2007

Mobility-aware ad hoc routing protocols for networking mobile robot teams.
J. Commun. Networks, 2007

Sensor replacement using mobile robots.
Comput. Commun., 2007

CoCoA: Coordinated Cooperative Localization for Mobile Multi-Robot Ad Hoc Networks.
Ad Hoc Sens. Wirel. Networks, 2007

A programming environment with runtime energy characterization for energy-aware applications.
Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007

Multi-robot SLAM with topological/metric maps.
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007

Adaptive computation offloading for energy conservation on battery-powered systems.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007

Improving quality-of-service of file migration policies in high-performance servers.
Proceedings of the 13th International Conference on Parallel and Distributed Systems, 2007

Energy-Aware Scheduling for Real-Time Multiprocessor Systems with Uncertain Task Execution Time.
Proceedings of the 44th Design Automation Conference, 2007

Optimal Power Modes Scheduling Using Hybrid Systems.
Proceedings of the American Control Conference, 2007

2006
Deployment of mobile robots with energy and timing constraints.
IEEE Trans. Robotics, 2006

Joint Power Management of Memory and Disk Under Performance Constraints.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006

Statistically Optimal Dynamic Power Management for Streaming Data.
IEEE Trans. Computers, 2006

Program Counter-Based Prediction Techniques for Dynamic Power Management.
IEEE Trans. Computers, 2006

Frequency and Speed Setting for Energy Conservation in Autonomous Mobile Robots.
Proceedings of the VLSI-SoC: Research Trends in VLSI and Systems on Chip, 2006

Energy-Effcient Scheduling for Autonomous Mobile Robots.
Proceedings of the IFIP VLSI-SoC 2006, 2006

Detection and Repair of Software Errors in Hierarchical Sensor Networks.
Proceedings of the IEEE International Conference on Sensor Networks, 2006

Power reduction of multiple disks using dynamic cache resizing and speed control.
Proceedings of the 2006 International Symposium on Low Power Electronics and Design, 2006

Energy-efficient Mobile Robot Exploration.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Simultaneous Localization and Mapping with Environmental Structure Prediction.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Replacing Failed Sensor Nodes by Mobile Robots.
Proceedings of the 26th International Conference on Distributed Computing Systems Workshops (ICDCS 2006 Workshops), 2006

Dynamic voltage scaling for multitasking real-time systems with uncertain execution time.
Proceedings of the 16th ACM Great Lakes Symposium on VLSI 2006, Philadelphia, PA, USA, April 30, 2006

Energy reduction by workload adaptation in a multi-process environment.
Proceedings of the Conference on Design, Automation and Test in Europe, 2006

Automatic run-time selection of power policies for operating systems.
Proceedings of the Conference on Design, Automation and Test in Europe, 2006

Resource-driven content adaptation.
Proceedings of the Computational Imaging IV, San Jose, 2006

Low-power buffer management using hybrid control.
Proceedings of the American Control Conference, 2006

2005
Energy management using buffer memory for streaming data.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2005

Reducing the number of mobile sensors for coverage tasks.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Deployment Strategy for Mobile Robots with Energy and Timing Constraints.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Efficient Unicast Messaging for Mobile Robots.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

An Efficient Group Communication Protocol for Mobile Robots.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Joint Power Management of Memory and Disk.
Proceedings of the 2005 Design, 2005

Buffer Management for Power Reduction Using Hybrid Control.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004
An overview of problems in image-based location awareness and navigation.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Dynamic power management for streaming data.
Proceedings of the 2004 International Symposium on Low Power Electronics and Design, 2004

Determining the fleet size of mobile robots with energy constraints.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

A computational efficient SLAM algorithm based on logarithmic-map partitioning.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Energy-efficient Motion Planning for Mobile Robots.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Supporting many-to-one Communication in Mobile Multi-robot ad hoc Sensing Networks.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Energy-time-efficient Adaptive Dispatching Algorithms for Ant-like Robot Systems.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Efficient Collection of Sensor Data in Remote Fields Using Mobile Collectors.
Proceedings of the International Conference On Computer Communications and Networks (ICCCN 2004), 2004

Program Counter Based Techniques for Dynamic Power Management.
Proceedings of the 10th International Conference on High-Performance Computer Architecture (HPCA-10 2004), 2004

Improving FSM evolution with progressive fitness functions.
Proceedings of the 14th ACM Great Lakes Symposium on VLSI 2004, 2004

Dynamic Power Management Using Data Buffers.
Proceedings of the 2004 Design, 2004

2002
Power-aware operating systems for interactive systems.
IEEE Trans. Very Large Scale Integr. Syst., 2002

Dynamic frequency scaling with buffer insertion for mixed workloads.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2002

Dynamic Power Management for Nonstationary Service Requests.
IEEE Trans. Computers, 2002

2001
Comparing System-Level Power Management Policies.
IEEE Des. Test Comput., 2001

2000
Requester-Aware Power Reduction.
Proceedings of the 13th International Symposium on System Synthesis, 2000

Operating-system directed power reduction.
Proceedings of the 2000 International Symposium on Low Power Electronics and Design, 2000

Quantitative Comparison of Power Management Algorithms.
Proceedings of the 2000 Design, 2000

Low-power task scheduling for multiple devices.
Proceedings of the Eighth International Workshop on Hardware/Software Codesign, 2000

1999
Adaptive Hard Disk Power Management on Personal Computers.
Proceedings of the 9th Great Lakes Symposium on VLSI (GLS-VLSI '99), 1999

Software controlled power management.
Proceedings of the Seventh International Workshop on Hardware/Software Codesign, 1999


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