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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
Near infrared spectroscopy
Brain
Blood
Neural networks
Gages

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
4 Citations (Scopus)

Building predictive models of emotion with functional near-infrared spectroscopy

Bandara, D., Velipasalar, S., Bratt, S. & Hirshfield, L. M., Feb 1 2018, In : International Journal of Human Computer Studies. 110, p. 75-85 11 p.

Research output: Contribution to journalArticle

Near infrared spectroscopy
predictive model
emotion
activation
brain

Deep Learning Based Obstacle Detection and Classification with Portable Uncalibrated Patterned Light

Cornacchia, M., Kakillioglu, B., Zheng, Y. & Velipasalar, S., Aug 16 2018, (Accepted/In press) In : IEEE Sensors Journal.

Research output: Contribution to journalArticle

learning
avoidance
Cameras
cameras
obstacle avoidance
3 Citations (Scopus)

Heat Mapping Drones: An Autonomous Computer-Vision-Based Procedure for Building Envelope Inspection Using Unmanned Aerial Systems (UAS)

Rakha, T., Liberty, A., Gorodetsky, A., Kakillioglu, B. & Velipasalar, S., Jan 1 2018, In : Technology Architecture and Design. 2, 1, p. 30-44 15 p.

Research output: Contribution to journalArticle

computer vision
Computer vision
heat
building
Inspection
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
1 Citation (Scopus)

Learning-Based Delay-Aware Caching in Wireless D2D Caching Networks

Li, Y., Zhong, C., Gursoy, M. C. & Velipasalar, S., Jan 1 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Communication
Throughput
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)
Resource allocation
Bandwidth
Power transmission
Fading channels
Signal to noise ratio

Quality-Driven Resource Allocation for Wireless Video Transmissions under Energy Efficiency and Delay Constraints

Ye, C., Gursoy, M. C. & Velipasalar, S., Jul 25 2018, (Accepted/In press) In : IEEE Access.

Research output: Contribution to journalArticle

Resource allocation
Energy efficiency
Frequency allocation
Power control
Bandwidth
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
72 Citations (Scopus)

A Survey on Activity Detection and Classification Using Wearable Sensors

Cornacchia, M., Ozcan, K., Zheng, Y. & Velipasalar, S., Jan 15 2017, In : IEEE Sensors Journal. 17, 2, p. 386-403 18 p., 7742959.

Research output: Contribution to journalArticle

Gyroscopes
Accelerometers
sensors
Sensors
Cameras
5 Citations (Scopus)
accelerometers
Accelerometers
Mobile devices
counting
Cameras
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)
11 Citations (Scopus)
entropy
Entropy
Cameras
Monitoring
monitoring

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

AVSS 2016 Message from the chairs

Boult, T., Nevatia, R., Velipasalar, S., Ramesh, V., Sanderson, C. & Chang, M. C., Nov 7 2016, In : 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2016. 7738087.

Research output: Contribution to journalEditorial

messages
seats
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
10 Citations (Scopus)

Energy Efficiency of Hybrid-ARQ under Statistical Queuing Constraints

Li, Y., Ozcan, G., Gursoy, M. C. & Velipasalar, S., Oct 1 2016, In : IEEE Transactions on Communications. 64, 10, p. 4253-4267 15 p., 7539525.

Research output: Contribution to journalArticle

Energy efficiency
Outages
Transmitters

Green wireless communications under quality of service constraints

Qiao, D., Gursoy, M. C. & Velipasalar, S., Apr 19 2016, Green Communications: Theoretical Fundamentals, Algorithms, and Applications. CRC Press, p. 321-352 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Quality of service
Communication

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
5 Citations (Scopus)

Multimedia transmission over cognitive radio channels under sensing uncertainty

Ye, C., Ozcan, G., Gursoy, M. C. & Velipasalar, S., Feb 1 2016, In : IEEE Transactions on Signal Processing. 64, 3, p. 726-741 16 p., 7265088.

Research output: Contribution to journalArticle

Cognitive radio
Quadrature amplitude modulation
Power control
Fading (radio)
Radio systems
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
3 Citations (Scopus)

On the throughput of multi-source multi-destination relay networks with queueing constraints

Li, Y., Gursoy, M. C. & Velipasalar, S., Aug 1 2016, In : IEEE Transactions on Wireless Communications. 15, 8, p. 5368-5383 16 p., 7457724.

Research output: Contribution to journalArticle

Relay Networks
Queueing
Transmitters
Throughput
Transmitter
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
43 Citations (Scopus)

Sensors in Assisted Living: A survey of signal and image processing methods

Erden, F., Velipasalar, S., Alkar, A. Z. & Cetin, A. E., Mar 1 2016, In : IEEE Signal Processing Magazine. 33, 2, p. 36-44 9 p., 7426867.

Research output: Contribution to journalArticle

Signal Processing
Image Processing
Signal processing
Image processing
Sensor
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
27 Citations (Scopus)

Wearable Camera- and Accelerometer-Based Fall Detection on Portable Devices

Ozcan, K. & Velipasalar, S., Mar 1 2016, In : IEEE Embedded Systems Letters. 8, 1, p. 6-9 4 p., 7289390.

Research output: Contribution to journalArticle

Accelerometers
Cameras
Sensors
Galaxies
Monitoring
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