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  • 2020
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  • Senem Velipasalar
2020

3D Capsule Networks for Object Classification with Weight Pruning

Kakillioglu, B., Ren, A., Wang, Y. & Velipasalar, S., Jan 1 2020, In : IEEE Access. 8, p. 27393-27405 13 p., 8984369.

Research output: Contribution to journalArticle

Open Access

Adversarial Jamming Attacks on Deep Reinforcement Learning Based Dynamic Multichannel Access

Zhong, C., Wang, F., Gursoy, M. C. & Velipasalar, S., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9120770. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2020-May).

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

Autonomous Selective Parts-Based Tracking

Cornacchia, M. & Velipasalar, S., Jan 1 2020, In : IEEE Transactions on Image Processing. 29, p. 4349-4361 13 p., 8967195.

Research output: Contribution to journalArticle

Deep Reinforcement Learning Based Edge Caching in Wireless Networks

Zhong, C., Gursoy, M. C. & Velipasalar, S., Jan 1 2020, (Accepted/In press) In : IEEE Transactions on Cognitive Communications and Networking.

Research output: Contribution to journalArticle

Throughput Analysis of Low-Latency IoT Systems with QoS Constraints and Finite Blocklength Codes

Hu, Y., Li, Y., Gursoy, M. C., Velipasalar, S. & Schmeink, A., Mar 2020, In : IEEE Transactions on Vehicular Technology. 69, 3, p. 3093-3104 12 p., 8964482.

Research output: Contribution to journalArticle

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

4 Scopus citations

3D Sensor-Based UAV Localization for Bridge Inspection

Kakillioglu, B., Wang, J., Velipasalar, S., Janani, A. & Koch, E., Nov 2019, Conference Record - 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019. Matthews, M. B. (ed.). IEEE Computer Society, p. 1926-1930 5 p. 9048979. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2019-November).

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

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

3 Scopus citations

A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access

Zhong, C., Lu, Z., Gursoy, M. C. & Velipasalar, S., Dec 2019, In : IEEE Transactions on Cognitive Communications and Networking. 5, 4, p. 1125-1139 15 p., 8896945.

Research output: Contribution to journalArticle

1 Scopus citations

Autonomous Choice of Deep Neural Network Parameters by a Modified Generative Adversarial Network

Lu, Y. & Velipasalar, S., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 3846-3850 5 p. 8803539. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

Autonomous Human Activity Classification from Wearable Multi-Modal Sensors

Lu, Y. & Velipasalar, S., Dec 1 2019, In : IEEE Sensors Journal. 19, 23, p. 11403-11412 10 p., 8794564.

Research output: Contribution to journalArticle

Deep actor-critic reinforcement learning for anomaly detection

Zhong, C., Gursoy, M. C. & Velipasalar, S., Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9013223. (2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings).

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

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

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

1 Scopus citations

Efficient Human Activity Classification from Egocentric Videos Incorporating Actor-Critic Reinforcement Learning

Lu, Y., Li, Y. & Velipasalar, S., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 564-568 5 p. 8803823. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

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

2 Scopus citations

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

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

2 Scopus citations

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

Power control for wireless VBR video streaming: From optimization to reinforcement learning

Ye, C., Gursoy, M. C. & Velipasalar, S., Aug 2019, In : IEEE Transactions on Communications. 67, 8, p. 5629-5644 16 p., e2923412.

Research output: Contribution to journalArticle

3 Scopus citations
2018

A codebook of brightness transfer functions for improved target re-identification across non-overlapping camera views

Zheng, Y., Ozcan, K. & 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. 166-170 5 p.

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

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

39 Scopus citations

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

1 Scopus citations

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

6 Scopus citations

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

3 Scopus citations

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

6 Scopus citations

Human activity classification from wearable devices with cameras

Lu, Y. & Velipasalar, S., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 183-187 5 p.

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

1 Scopus citations

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

1 Scopus citations

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

6 Scopus citations

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

4 Scopus citations
4 Scopus citations

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

1 Scopus citations

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

3 Scopus citations
2017

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

12 Scopus citations

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

130 Scopus citations
8 Scopus citations

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

Li, Y., Gursoy, M. C., Velipasalar, S. & Tang, J., Jul 1 2017, 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings; vol. 2018-January).

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

11 Scopus citations

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

3 Scopus citations

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

6 Scopus citations

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

2 Scopus citations

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

2016

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

7 Scopus citations

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

4 Scopus citations
19 Scopus citations

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

1 Scopus citations

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

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

6 Scopus citations

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

7 Scopus citations

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

12 Scopus citations