• 1540 Citations
  • 21 h-Index
20012020

Research output per year

If you made any changes in Pure these will be visible here soon.

Personal profile

Research interests

Dr. Velipasalar’s primary areas of research are embedded computer vision, mobile camera applications and wireless embedded smart cameras, which combine sensing, processing and communication on a single embedded platform. Dr. Velipasalar has been working on designing resource-efficient algorithms that are suitable for embedded platforms, fall detection, step counting and activity classification with wearable cameras, traffic light detection and alert signal detection with vehicle-mounted cameras, distributed target detection and tracking across overlapping and non-overlapping cameras, and resource allocation strategies and detection of events of interest on embedded smart cameras. Potential uses include military surveillance, public transportation, health care and elder care, traffic systems, and industrial and retail applications.

Education

Electrical Engineering, PhD, Princeton University

… → 2007

Electrical Engineering, MA, Princeton University

… → 2004

Electrical Sciences and Computer Engineering, MS, Brown University

… → 2001

Electric & Electronics Engineering, BS, Bogazici University

… → 1999

Fingerprint Dive into the research topics where Senem Velipasalar is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 7 Similar Profiles

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects

Research Output

3D Capsule Networks for Object Classification with Weight Pruning

Kakillioglu, B., Ren, A., Wang, Y. & Velipasalar, S., 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

  • 1 Scopus citations

    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

  • Defense Strategies Against Adversarial Jamming Attacks via Deep Reinforcement Learning

    Wang, F., Zhong, C., Gursoy, M. C. & Velipasalar, S., Mar 2020, 2020 54th Annual Conference on Information Sciences and Systems, CISS 2020. Institute of Electrical and Electronics Engineers Inc., 9086263. (2020 54th Annual Conference on Information Sciences and Systems, CISS 2020).

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

  • 1 Scopus citations