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Research Output 2001 2019

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Conference contribution
2019

3D Capsule Networks for Object Classification from 3D Model Data

Ahmad, A., Kakillioglu, B. & Velipasalar, S., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2225-2229 5 p. 8645256. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Neural networks

Actor-critic deep reinforcement learning for dynamic multichannel access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 599-603 5 p. 8646405. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Reinforcement learning
Uncertainty

Deep learning based power control for quality-driven wireless video transmissions

Ye, C., Gursoy, M. C. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 574-578 5 p. 8646470. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Power control
Energy resources
Power transmission
Resource allocation
Computational complexity

Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., May 1 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8762084. (IEEE International Conference on Communications; vol. 2019-May).

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

Multimedia services
Reinforcement learning
Base stations
Wireless networks
Decision making

Human activity classification incorporating egocentric video and inertial measurement unit data

Lu, Y. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 429-433 5 p. 8646367. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Units of measurement
Sensors
Cameras
Experiments

Image Completion with Discriminator Guided Context Encoder

Altay, F. & Velipasalar, S., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2220-2224 5 p. 8645434. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Discriminators
Textures
Neural networks

Object classification from 3D volumetric data with 3D capsule networks

Kakillioglu, B., Ahmad, A. & Velipasalar, S., Feb 20 2019, 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 385-389 5 p. 8646333. (2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018 - Proceedings).

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

Neural networks
Virtual reality
Computer vision
Navigation
Sensors

Obstacle Detection and Classification with Portable Uncalibrated Patterned Projected Light

Cornacchia, M., Zheng, Y., Kakillioglu, B. & Velipasalar, S., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 2230-2234 5 p. 8645346. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

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

Cameras
Collision avoidance
Light sources
Calibration
Robots
2018
11 Citations (Scopus)

A deep reinforcement learning-based framework for content caching

Zhong, C., Gursoy, M. C. & Velipasalar, S., May 21 2018, 2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

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

Reinforcement learning
Base stations
Wireless networks

Autonomous heat leakage detection from unmanned aerial vehicle-mounted thermal cameras

Kakillioglu, B., Velipasalar, S. & Rakha, T., Sep 3 2018, Proceedings of the 12th International Conference on Distributed Smart Cameras, ICDSC 2018. Association for Computing Machinery, a11

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

Unmanned aerial vehicles (UAV)
Cameras
Inspection
Hot Temperature
Thermal insulation
1 Citation (Scopus)

Intercell interference-aware scheduling for delay sensitive applications in C-RAN

Li, Y., Gursoy, M. C. & Velipasalar, S., Feb 8 2018, 2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-September. p. 1-5 5 p.

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

Network architecture
Network Architecture
Interference
Scheduling
Processing
7 Citations (Scopus)

Joint mode selection and resource allocation for D2D communications via vertex coloring

Li, Y., Gursoy, M. C., Velipasalar, S. & Tang, J., Jan 10 2018, 2017 IEEE Global Communications Conference, GLOBECOM 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

Coloring
Resource allocation
Communication
Energy efficiency

Power control and mode selection for VBR video streaming in D2D networks

Ye, C., Gursoy, M. C. & Velipasalar, S., Jun 8 2018, 2018 IEEE Wireless Communications and Networking Conference, WCNC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 1-6 6 p.

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

Video streaming
Power control
Base stations
Fading channels
Transmitters
2 Citations (Scopus)

Selective parts-based tracking through occlusions

Cornacchia, M. & Velipasalar, S., 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. 171-175 5 p.

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

2017
4 Citations (Scopus)

A delay-aware caching algorithm for wireless D2D caching networks

Li, Y., Gursoy, M. C. & Velipasalar, S., Nov 20 2017, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 456-461 6 p. 8116419

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

Caching
Cache
Cellular Networks
High Throughput
Communication
1 Citation (Scopus)

Optimal resource allocation for full-duplex wireless video transmissions under delay constraints

Ye, C., Gursoy, M. C. & Velipasalar, S., May 10 2017, 2017 IEEE Wireless Communications and Networking Conference, WCNC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7925698

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

Resource allocation
Power transmission
Fading channels
Signal to noise ratio
Quality of service
2 Citations (Scopus)

Scheduling in D2D underlaid cellular networks with deadline constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Mar 17 2017, 2016 IEEE 84th Vehicular Technology Conference, VTC Fall 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7881211

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

Deadline
Cellular Networks
Scheduling
Scheduling algorithms
Scheduling Algorithm
4 Citations (Scopus)

Throughput of HARQ-IR with finite blocklength codes and QoS constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Aug 9 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 276-280 5 p. 8006533

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

Quality of service
Throughput
Queuing
Deadline
Outage Probability
1 Citation (Scopus)

Throughput of hybrid-ARQ chase combining with ON-OFF Markov arrivals under QoS constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Feb 2 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7842329

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

Quality of service
Throughput
Outages
Transmitters
Fluids

Traffic sign detection from lower-quality and noisy mobile videos

Ozcan, K., Velipasalar, S. & Sharma, A., Sep 5 2017, ICDSC 2017 - 11th International Conference on Distributed Smart Cameras. Association for Computing Machinery, Vol. Part F132201. p. 15-20 6 p.

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

Traffic signs
Cameras
Detectors
Neural networks
Testing
2016
7 Citations (Scopus)

A more complete picture of emotion using electrocardiogram and electrodermal activity to complement cognitive data

Bandara, D., Song, S., Hirshfield, L. M. & Velipasalar, S., 2016, Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience - 10th International Conference, AC 2016 and Held as Part of HCI International 2016, Proceedings. Springer Verlag, Vol. 9743. p. 287-298 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9743).

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

Electrocardiography
Complement
Human computer interaction
Learning systems
Labels
3 Citations (Scopus)

Autonomous altitude measurement and landing area detection for indoor UAV applications

Kakillioglu, B. & Velipasalar, S., 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. 166-172 7 p. 7738069

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

pilotless aircraft
altitude control
landing
Altitude control
Unmanned aerial vehicles (UAV)

Autonomous tracking and counting of footsteps by mobile phone cameras

Ozcan, K., Mahabalagiri, A. & Velipasalar, S., Feb 26 2016, Conference Record - Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society, Vol. 2016-February. p. 1408-1412 5 p. 7421374

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

Mobile phones
Accelerometers
Cameras
Galaxies
Smartphones
6 Citations (Scopus)

Device-to-device communication in cellular networks under statistical queueing constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Jul 12 2016, 2016 IEEE International Conference on Communications, ICC 2016. Institute of Electrical and Electronics Engineers Inc., 7510856

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

Resource allocation
Throughput
Communication
Base stations
Energy efficiency
3 Citations (Scopus)

Doorway detection for autonomous indoor navigation of unmanned vehicles

Kakillioglu, B., Ozcan, K. & Velipasalar, S., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 3837-3841 5 p. 7533078

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

Unmanned vehicles
Navigation
Global positioning system
Detectors
Experiments

Image transmission over cognitive radio systems with channel and sensing uncertainty

Ye, C., Ozcan, G., Gursoy, M. C. & Velipasalar, S., Feb 23 2016, 2015 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2015. Institute of Electrical and Electronics Engineers Inc., p. 146-150 5 p. 7418174

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

Image communication systems
Radio systems
Channel state information
Cognitive radio
Channel estimation
10 Citations (Scopus)

Joint mode selection and resource allocation for D2D communications under queueing constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Sep 6 2016, 2016 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-September. p. 490-495 6 p. 7562126

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

Resource allocation
Communication
Throughput
Energy efficiency
1 Citation (Scopus)

Multimedia transmission over device-to-device wireless links

Ye, C., Gursoy, M. C. & Velipasalar, S., Aug 25 2016, 2016 IEEE International Conference on Multimedia and Expo, ICME 2016. IEEE Computer Society, Vol. 2016-August. 7552963

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

Image communication systems
Power control
Telecommunication links
Quadrature amplitude modulation
Rayleigh fading
1 Citation (Scopus)

Person detection and re-identification across multiple images and videos obtained via crowdsourcing

Zheng, Y., Chen, Z., Velipasalar, S. & Tang, J., Sep 12 2016, ICDSC 2016 - 10th International Conference on Distributed Smart Cameras. Association for Computing Machinery, Vol. 12-15-September-2016. p. 178-183 6 p. 2967421

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

Cameras
Processing
Labeling
Color
Graphics processing unit
1 Citation (Scopus)

Robust footstep counting and traveled distance calculation by mobile phones incorporating camera geometry

Lu, Y. & Velipasalar, S., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, Vol. 2016-August. p. 464-468 5 p. 7532400

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

Mobile phones
Cameras
Accelerometers
Geometry
Gravitation
4 Citations (Scopus)

Throughput of two-hop wireless channels with queueing constraints and finite blocklength codes

Li, Y., Gursoy, M. C. & Velipasalar, S., Aug 10 2016, Proceedings - ISIT 2016; 2016 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-August. p. 2599-2603 5 p. 7541769

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

Queueing
Relay
Throughput
Vertex of a graph
Queueing Analysis
2015

Energy efficiency in fading relay channels under secrecy and QoS constraints

Ozmen, M., Ye, C., Gursoy, M. C. & Velipasalar, S., Jun 25 2015, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-June. p. 150-154 5 p. 7136150

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

Energy efficiency
Quality of service
Throughput
Linear networks
Numerical analysis
4 Citations (Scopus)

Image and video transmission in cognitive radio systems under sensing uncertainty

Ye, C., Ozcan, G., Gursoy, M. C. & Velipasalar, S., Jun 17 2015, 2015 IEEE Wireless Communications and Networking Conference, WCNC 2015. Institute of Electrical and Electronics Engineers Inc., p. 417-422 6 p. 7127506

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

Radio systems
Cognitive radio
Quadrature amplitude modulation
Fading channels
Signal to noise ratio

On the throughput of ARQ over multiple-access relay fading channels with queueing constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Jun 17 2015, 2015 IEEE Wireless Communications and Networking Conference, WCNC 2015. Institute of Electrical and Electronics Engineers Inc., p. 741-746 6 p. 7127562

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

Fading channels
Throughput
Transmitters
Quality of service
8 Citations (Scopus)

Robust and reliable step counting by mobile phone cameras

Ozcan, K. & Velipasalar, S., Sep 8 2015, ACM International Conference Proceeding Series. Association for Computing Machinery, Vol. 08-11-Sep-2015. p. 164-169 6 p.

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

Mobile phones
Accelerometers
Cameras
Watches
Galaxies

Scale estimation with difference of ordered residuals

Scalzo-Cornacchia, M. & Velipasalar, S., Dec 9 2015, Proceedings - International Conference on Image Processing, ICIP. IEEE Computer Society, Vol. 2015-December. p. 3377-3381 5 p. 7351430

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

Computer vision
Inspection
1 Citation (Scopus)

Throughput and mode selection in two-way MIMO systems under queuing constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Sep 9 2015, IEEE International Conference on Communications. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. p. 2271-2276 6 p. 7248663

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

Throughput
Signal to noise ratio
Covariance matrix
Quality of service
2014
2 Citations (Scopus)

Agglomerative clustering for feature point grouping

Scalzo, M. & Velipasalar, S., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 4452-4456 5 p. 7025903

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

Image understanding
Image segmentation
Semantics

Autonomous multi-scale object detection with hough forests

Scalzo, M. & Velipasalar, S., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1643-1647 5 p. 7025329

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

Testing
Object detection
5 Citations (Scopus)

Camera motion detection for mobile smart cameras using segmented edge-based optical flow

Mahabalagiri, A., Ozcan, K. & Velipasalar, S., Oct 8 2014, 11th IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2014. Institute of Electrical and Electronics Engineers Inc., p. 271-276 6 p. 6918680

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

Optical flows
Cameras
Processing
9 Citations (Scopus)

Energy efficiency of hybrid-ARQ systems under QoS constraints

Li, Y., Ozcan, G., Gursoy, M. C. & Velipasalar, S., 2014, 2014 48th Annual Conference on Information Sciences and Systems, CISS 2014. IEEE Computer Society, 6814121

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

Hybrid systems
Energy efficiency
Quality of service
Outages
Redundancy
4 Citations (Scopus)

Energy efficient image transmission using wireless embedded smart cameras

Zheng, Y., Ye, C., Velipasalar, S. & Gursoy, M. C., Oct 8 2014, 11th IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS 2014. Institute of Electrical and Electronics Engineers Inc., p. 62-67 6 p. 6918645

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

Image communication systems
Energy utilization
Cameras
Electronic data interchange
Experiments

Energy efficient tracking by dynamic voltage and frequency scaling on android smart phones

Zheng, Y., Ozcan, K., Velipasalar, S., Shen, H. & Qiu, Q., Nov 4 2014, Proceedings of the 8th ACM/IEEE International Conference on Distributed Smart Cameras, ICDSC 2014. Association for Computing Machinery, Inc, a14

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

Energy utilization
Processing
Galaxies
Program processors
Mobile devices

Insights into user personality and learning styles through cross subject fNIRS classification

Bandara, D., Hirshfield, L. M. & Velipasalar, S., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8534 LNAI. p. 181-189 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8534 LNAI).

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

Learning Styles
Brain
Classify
Hemisphere
Labels

Our emotions as seen through a webcam

Sommer, N., Hirshfield, L. M. & Velipasalar, S., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8534 LNAI. p. 78-89 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8534 LNAI).

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

Fusion reactions
Facial Expression
Feature extraction
Luminance
Fusion

Uncoded image transmission in cognitive radio systems

Ye, C., Ozcan, G., Gursoy, M. C. & Velipasalar, S., Feb 5 2014, 2014 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1219-1223 5 p. 7032316

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

Image communication systems
Discrete cosine transforms
Radio systems
Cognitive radio
Mean square error
2013
4 Citations (Scopus)

An improved evolutionary algorithm for fundamental matrix estimation

Li, Y., Velipasalar, S. & Gursoy, M. C., 2013, 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2013. IEEE Computer Society, p. 226-231 6 p. 6636644

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

Evolutionary algorithms
Geometry
2 Citations (Scopus)

A robust edge-based optical flow method for elderly activity classification with wearable smart cameras

Mahabalagiri, A., Ozcan, K. & Velipasalar, S., 2013, 2013 7th International Conference on Distributed Smart Cameras, ICDSC 2013. IEEE Computer Society, 6778214

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

Optical flows
Cameras
Monitoring
Medical problems
Sensors
1 Citation (Scopus)

Detection of moving people with mobile cameras by fast motion segmentation

Zheng, Y., Mahabalagiri, A. & Velipasalar, S., 2013, 2013 7th International Conference on Distributed Smart Cameras, ICDSC 2013. IEEE Computer Society, 6778215

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

Motion compensation
Computer vision
Support vector machines
Cameras
Experiments
4 Citations (Scopus)

Energy-aware and robust task (re)assignment in embedded smart camera networks

Ye, C., Zheng, Y., Velipasalar, S. & Gursoy, M. C., 2013, 2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2013. IEEE Computer Society, p. 123-128 6 p. 6636627

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

Cameras
Electron energy levels
Processing
Sensor networks
Trajectories