Krikor Ozanyan, FInstP FIET FHArp LifeSMIEEE

Search results

• 2019

  Deep Learning for Ground Reaction Force Data Analysis Application to Wide-Area Floor Sensing

  Alharthi, A. & Ozanyan, K., 2019, The 28th International Symposium on Industrial Electronics (ISIE). Vancouver, BC, Canada: IEEE, p. 1401-1406 6 p. 978-1-7281-3666-0/19/$31.00 ©2019 IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Parkinson's Disease 100%
  • Decision-Making 50%
  • Neural Network 50%
  • force sensor 50%
  578 Downloads (Pure)

• Implementation of a batch normalized deep LSTM recurrent network on a smartphone for human activity recognition

  Zebin, T., Balaban, E., Ozanyan, K., Casson, A. & Peek, N., 12 Sept 2019, IEEE-EMBS BHI 2019.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Long Short-Term Memory Network 100%
  • Human Activity Recognition 100%
  • Recurrent Network 100%
  • Open Source 50%
  • Neural Network Model 50%
  458 Downloads (Pure)
• 2017

  Age-sensitive differences in single and dual walking tasks from footprint floor sensor data

  Costilla Reyes, O., Scully, P. & Ozanyan, K., 25 Dec 2017, SENSORS, 2017 IEEE. IEEE, p. 1-3 3 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Cognitive Load 100%
  • Support Vector Machine 100%
  • Executive Functions 100%

• Evaluation of supervised classification algorithms for human activity recognition with inertial sensors

  Zebin, T., Scully, P. & Ozanyan, K., 25 Dec 2017, SENSORS, 2017 IEEE. IEEE, p. 1-3 3 p. (IEEE SENSORS 2017).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • ensemble classifier 100%

• Human activity recognition with inertial sensors using a deep learning approach

  Zebin, T., Scully, P. & Ozanyan, K., 1 Jan 2017, Proceedings of IEEE SENSORS 2016. IEEE, p. 1-3 3 p. (Proceedings of IEEE SENSORS 2016 (Orlando, FL USA)).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Human Activity Recognition 100%
  • Convolutional Layer 33%

• Spatial footstep recognition by convolutional neural networks for biometric applications

  Costilla Reyes, O., Scully, P. & Ozanyan, K., 9 Jan 2017, Proceedings of IEEE SENSORS 2016. IEEE, p. 1-3 3 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Equal Error Rate 100%
  • Convolutional Neural Network 100%
  • Neural Network Model 50%
  • Recognition Performance 50%
  • Generalization Performance 50%
• 2016

  Implementation of Non-Intrusive Jet Exhaust Species Distribution Measurements Within a Test Facility

  Wright, P., Mccormick, D., Kliment, J., Ozanyan, K., Tsekenis, S., Fisher, E., McCann, H., Archilla, V., González-Núñez, A., Johnson, M., Black, J., Lengden, M., Wilson, D., Johnstone, W., Feng, Y. & Nilsson, J., Mar 2016, Aerospace Conference, 2016 IEEE. IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  File

  • Exhaust Gas 100%
  • Test Facility 100%
  • Tomography 50%
  • Fiber Laser 50%
  • Degree of Freedom 50%
  514 Downloads (Pure)

• Inertial Sensor Based Modelling of Human Activity Classes: Feature Extraction and Multi-sensor Data Fusion using Machine Learning Algorithms

  Giokas, K. (Editor), Bokor, L. (Editor), Hopfgartner, F. (Editor), Zebin, T., Scully, P. J. & Ozanyan, K. B., 31 Dec 2016, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2017. Giokas, K., Bokor, L. & Hopfgartner, F. (eds.). Cham: Springer Nature, Vol. 181. p. 306-314 9 p. (Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2017; vol. 181).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Sensor Data 100%
  • Feature Extraction 100%
  • Inertial Sensor 100%
  • Machine Learning Algorithm 100%
  • multi-sensor data fusion 100%
• 2015

  iMagiMat Smart Carpet: POF Layer to Detect Gait and Mobility.

  Scully, P., Cantoral-Caballos, J., Vaughan, J., Wright, P., Zebin, T., Podd, F., Costilla Reyes, O., Brown-Wilson, C., Todd, C., Stanmore, E. & Ozanyan, K., 22 Sept 2015, Proceedings of 24th International Conference on Plastic Optical Fibres. Nürnberg, Germany

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Plastic Optical Fibers 100%
  • Tomography 100%
  • Learning System 100%
  • Fiber Optic Sensor 50%
  • Small Deformation 50%

• Inertial Sensing for Gait Analysis and the Scope for Sensor Fusion

  Zebin, T., Ozanyan, K. B. & Scully, P. J., 1 Nov 2015, Proceedings of IEEE SENSORS 2015. New Jersey, USA: IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Sensor Data 100%
  • Inertial Sensor 100%
  • Sensor Fusion 100%
  • Analysis System 100%
  • Restricted Area 100%

• Progress towards non-intrusive optical measurement of gas turbine exhaust species distributions

  Wright, P., Mccormick, D., Ozanyan, K., Johnson, M., Black, J., Fisher, E., Chighine, A., McCann, H., Feng, Y., Khan, K., Bastock, P., Jia, F., Hewak, D., Nilsson, J., Lengden, M., Wilson, D., Armstrong, I., Benoy, T. & Johnstone, W., Jun 2015, Aerospace Conference, 2015 IEEE. IEEEXplore Digital Library: IEEE, p. 1-14 14 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  File

  • Gas Turbine 100%
  • Measurement System 50%
  • Environmental Impact 50%
  • Exhaust Flow 50%
  • Civil Aviation 50%
  266 Downloads (Pure)

• Real-Time Reconstruction of Footprint Positions Using an “Intelligent Carpet” Imaging Sensor

  Cantoral-Ceballos, J. A., Wright, P., Vaughan, J., Scully, P. & Ozanyan, K. B., 2 Nov 2015, Proceedings of IEEE SENSORS 2015. New Jersey, USA: IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Tomography 100%
  • Photonics 100%
  • Real Time 100%
  • Field-Programmable Gate Array 100%
  • Field Programmable Gate Arrays 100%

• Temporal Pattern Recognition for Gait Analysis Applications Using an “Intelligent Carpet” System

  Costilla-Reyes, O., Scully, P. & Ozanyan, K. B., Nov 2015, Proceedings of IEEE SENSORS 2015. New Jersey, USA: IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Pattern Recognition 100%
  • Floor Sensor 100%
  • Machine Learning 100%
  • Gait Analysis 100%
  • Time Domain 50%

• Tomography Defined as Sensor Fusion

  Ozanyan, K. B., 1 Nov 2015, Proceedings IEEE SENSORS 2015. New Jersey, USA: IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Fourier Slice Theorem 100%
  • Tomography 100%
• 2014

  Hard-field THz Tomography in Amplitude Contrast

  Banuelos-Saucedo, B. A. & Ozanyan, K. B., Dec 2014, Proceedings of IEEE SENSORS 2014. New Jersey, USA: IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Incidence Angle 100%
  • Tomography 100%

• Polymer Optical Fibre Sensor Measuring Breathing Rate Under Person

  Ozanyan, K. B., Ahmed, N., Scully, P. J., Vaughan, J. & Brown, W. C., 2014, Proceedings of ICST 2014. Institute for Computer Sciences, Social Informatics and Telecommunications Engineering , p. 435-440 6 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Breathing Rate 100%
• 2013

  Hard-field tomography imaging in secondary contrast

  Ceballos, J. A. C., Wood, M. P., Nurgiyatna, N., Saucedo, M. A. B., Wright, P. & Ozanyan, K. B., 2013, Journal of Physics: Conference Series|J. Phys. Conf. Ser.. United Kingdom: IOP Publishing Ltd, Vol. 450.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Tomography 100%
  • Refractivity 28%
  • Refractive Index 28%
  • Gamma Radiation 14%
  • Distribution Function 14%

• In-situ soot particle sensing in an aero-engine exhaust plume

  McCormick, D., Ozanyan, K. B., Black, J. D. & Feng, Y., 2013, IEEE SENSORS 2013 - Proceedings|IEEE SENSORS - Proc.. IEEE Xplore Digital Library: IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  File

  • Aero-Engines 100%
  • Fibre Laser 100%
  • Exhaust Systems (Engine) 100%
  • Gas Turbine Engine 50%
  • Pulsed Laser 50%
  217 Downloads (Pure)

• Optimisation of a tomography sensor for imaging of temperature in a gas turbine engine

  Wood, M. P. & Ozanyan, K. B., 2013, IEEE SENSORS 2013 - Proceedings|IEEE SENSORS - Proc..

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  File

  • Numerical Study 100%
  • Gas Turbine Engine 100%
  • Absorption Measurement 100%
  • Mathematical Expression 100%
  • Temperature Distribution 100%
  183 Downloads (Pure)

• Portable fiber-based fluorescence sensor for online assessment of transformer oil ageing

  Yi, X., Chen, C., Wang, Z., Ozanyan, K. & Jones, D., 2013, IET Conference Publications|IET Conf Publ. Vol. 2013.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  File

  • Distribution Transformer 100%
  • Insulating Oil 100%
  • Smart Grid 50%
  • Oil Sample 50%
  • Electric Vehicle 50%
  197 Downloads (Pure)
• 2012

  Distributed Sensing using Optical Fibres for Moisture and pH in Soils for e-Agriculture Applications

  Ph, F., Hamza, [., Scully, P. J., Benyezzar, M., Qiao, C., Vaughan, J., Grieve, B., Ozanyan, K. B. & Pearson, D., Sept 2012, host publication. UK

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Fast response lock-in amplifier

  Banuelos-Saucedo, M. A. & Ozanyan, K. B., 2012, 2012 the 8th IEEE International Symposium on Instrumentation and Control Technology, ISICT 2012 - Proceedings|IEEE Int. Symp. Instrum. Control Technol., ISICT - Proc.. IEEE, p. 122-125 3 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Amplifier 100%
  • Fast Response 100%
  • Computer Simulation 33%
  • Filter Element 33%
  • Lowpass Filter 33%

• Measurements of THz Pulse Delay in Sooty Flames

  Darabkhani, H. G., Banuelos-Saucedo, M. A., Young, J. S., Stringer, M., Wright, P., Wang, Q., Zhang, Z., Miles, B. & Ozanyan, K. B., Sept 2012, Proc. Optics and Photonics Conference (Photon12), Durham, 2012.. UK

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Sensing in sooting flames: THz time-domain spectroscopy and tomography

  Darabkhani, H. G., Banuelos-Saucedo, M., Young, J., Stringer, M., Wright, P., Wang, Q., Zhang, Y., Miles, R. E. & Ozanyan, K. B., 2012, Proceedings of IEEE Sensors|Proc. IEEE Sens.. United States: IEEE

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Methane 100%
  • Diffusion Flame 100%
  • Tomography 100%
  • Line of Sight 100%
  • Electric Fields 50%

• Transmission Tomography in Annular Geometry with Fan Beams

  Wood, M. & Ozanyan, K. B., 2012, Proceedings of the 6th International Symposium on Process Tomography. South Africa, p. 23

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
• 2011

  Characterisation of Grooved Plastic Optical Fiber Sensor Mat for Deformation Imaging: Medical Applications

  Nurgiyatna, N., Scully, P. & Ozanyan, K. B., 2011, Proc. 20th Int.Conf. on Polymer Optical Fibers (POF2011), Bilbao (Spain), 2011.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Characterisation of grooved plastic optical fibre sensor mat for deformation imaging: Medical applications

  Nurgiyatna, N., Brown-Wilson, C., Fiadzomor, P., Scully, P. & Ozanyan, K. B., 2011, POF 2011: 20th International Conference on Plastic Optical Fibers - Conference Proceeding|POF: Int. Conf. Plast. Opt. Fibers - Conf. Proc.. Bilbao Spain, p. 403-408 5 p. (International Polymer Optical Fiber Conference,).

  Research output: Chapter in Book/Conference proceeding › Conference contribution

  • Medical Applications 100%
  • Fiber Optic Sensor 100%
  • Plastic Optical Fibers 100%
  • Floors 100%
  • Plastic Optical Fiber 100%

• Distributed Optical Fibre Sensing of Moisture and pH in Soils for e-Agriculture Applications

  Hamza, B., Fiadzomor, P., Scully, P., Med, B. M., Grieve, B. & Ozanyan, K. B., 2011, Proc. 20th Int.Conf. on Polymer Optical Fibers (POF2011), Bilbao (Spain), 2011.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Distributed polymer optical fibre sensing of moisture and pH in soils: Feasibility for e-agriculture

  Qiao, C., Fiadzomor, P., Hamza, B., Scully, P., Benyezzar, M., Grieve, B., Ozanyan, K. & Pearson, D., 2011, POF 2011: 20th International Conference on Plastic Optical Fibers - Conference Proceeding|POF: Int. Conf. Plast. Opt. Fibers - Conf. Proc.. Bilbao, Spain, p. 557-562 5 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Plastic Optical Fibers 100%
  • Methodical Approach 100%
  • Optical Fiber 100%
  • Spatial Variation 100%
  • Micro-Organism 50%

• Fiber MOPA Based Tunable Source for THz Spectroscopy

  Malinowski, A., Lin, D., Alam, S., Zhang, Z., Ibsen, M., Richardson, D., Young, J., Wright, P., Ozanyan, K. B., Stringer, M. & Miles, B., 2011, Proc.Int.Conf.Las.Electroopt. (CLEO 2011), Baltimore (USA), 2011. p. 120

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Parallel data processing for sparse data tomography sensors

  Cantoral Ceballos, J. A. & Ozanyan, K. B., 2011, Proceedings of IEEE Sensors|Proc. IEEE Sens.. p. 1656-1660 4 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Embedded Systems 100%
  • Recovery Algorithm 100%
  • Data Processing 100%
  • Field Programmable Gate Arrays 100%
  • Physical Constraint 100%

• Smart carpet for imaging of objects' footprint by photonic guided-path tomography

  Cantoral Ceballos, J., Nurgiyatna, N., Scully, P. & Ozanyan, K. B., 2011, IEEE AFRICON Conference|IEEE AFRICON Conf. Livingstone, Zambia, Africa: IEEE, 6 p. (IEEE AFRICON).

  Research output: Chapter in Book/Conference proceeding › Conference contribution

  • Transmissions 100%
  • Sensing Element 100%
  • Imaged Scene 100%
  • Sensing Principle 100%
  • Induced Deformation 100%

• Tunable Source for THz Spectroscopy

  Malinowski, A., Lin, D., Alam, S., Zhang, Z., Ibsen, M., Richardson, D., Young, J., Wright, P., Ozanyan, K. B., Stringer, M. & Miles, B., 2011, Proc.Int.Conf.Las.Electroopt. (CLEO 2011), Baltimore (USA), 2011. p. JWA120.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  File
  72 Downloads (Pure)
• 2010

  Grooved fiber sensors for deformation imaging

  Nurgiyatna, N., Scully, P. & Ozanyan, K. B., 2010, Proceedings of IEEE Sensors|Proc. IEEE Sens.. USA, p. 1675-1680 5 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Plastic Optical Fiber 100%
  • Tomography 80%
  • Groove Depth 20%

• Grooved Sensors for Photonic Guided Path Tomography

  Nurgiyatna, N., Scully, P. & Ozanyan, K. B., Sept 2010, Proc. 6th World Congress in Industrial Process Tomography, Beijing (China) 2010.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Parallel Algorithms for Limited Views THz Tomography

  Cantoral, C. J. A. & Ozanyan, K. B., Sept 2010, Proc. 6th World Congress in Industrial Process Tomography, Beijing (China) 2010.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Polymer Optical Fibre Sensing:Technology & Applications

  Scully, P., Vaughan, J., Ozanyan, K. B. & Perrie, W., Oct 2010, Proc. 19th Int.Conf.Plastic Optical Fibres (POF 2010), Yokohama (Japan) 2010..

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Pyroelectric Detectors and Linear Arrays for THz Tomography

  Efthymiou, S. & Ozanyan, K. B., Sept 2010, Proc. 6th World Congress in Industrial Process Tomography, Beijing (China) 2010.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Selection of Operating Wavelengths for THz Temperature Tomography

  Wright, P. & Ozanyan, K., Sept 2010, Proc. 6th World Congress in Industrial Process Tomography, Beijing (China) 2010.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Signal Capture and Processing for Multichannel THz Tomography with Room Temperature Detectors

  Young, J., Wright, P. & Ozanyan, K. B., 2010, Proc. 6th World Congress in Industrial Process Tomography, Beijing (China) 2010..

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Speed-of-Light Tomography with Ultrafast Lasers

  Ozanyan, K. B., Wright, P., Stringer, M. & Miles, B., Sept 2010, Proc. 6th World Congress in Industrial Process Tomography, Beijing (China) 2010.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Temperature Tomography by Near-IR Molecular Absorption

  Wood, M., Cheadle, E., Ireland, P., Black, J., McCann, H. & Ozanyan, K. B., 2010, Proc. Optics and Photonics Conference (Photon10), Southampton, 2010. p. 55

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Terahertz Speed of Light Tomography

  Ozanyan, K. B., Wright, P., Stringer, M. & Miles, B., Sept 2010, Proc. Optics and Photonics Conference (Photon10), Southampton, 2010. p. 266

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Tomographic imaging in speed-of-light contrast

  Ozanyan, K. B., Wright, P., Stringer, M. & Miles, R. E., 2010, Proceedings of IEEE Sensors|Proc. IEEE Sens.. Piscataway, NJ, USA: IEEE, p. 214-217 3 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Group Velocity 100%
  • Optical Density 75%
  • Propagation Delay 75%
• 2009

  Beam propagation effects in THz time-domain tomography

  Stringer, M. R., Wright, P., Miles, R. E. & Ozanyan, K., 2009, 34th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2009|Int. Conf. Infrared, Millimeter, Terahertz Waves, IRMMW-THz. Piscataway, NJ, USA

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Beam Propagation 100%
  • Optical Power 100%
  • Tomography 100%

• Calibration and Validation Techniques for Near-IR Chemical Species Tomography

  Mccann, H., Terzija, N., Cheadle, E., Davidson, J., Ozanyan, K. B. & Wright, P., May 2009, Proceedings of the 3th International Workshop on Process Tomography, Tokyo (Japan). p. 97-1-97-8

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Challenges in Low-Energy Hard-Field Tomography

  Ozanyan, K. B., May 2009, Proceedings of the 3th International Workshop on Process Tomography, Tokyo (Japan). p. 67-1-67-8

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

• Diffraction effects in Time-Domain Tomographic Imaging

  Miles, R. E., Stringer, M., Ozanyan, K. B., Zhang, Y., Wright, P., Young, J., Richardson, D. & Malinowski, A., Jul 2009, host publication.

  Research output: Chapter in Book/Conference proceeding › Conference contribution

• Impact of sensor head geometry on the performance of hard-field tomography reconstruction from limited views

  Constantino, E. P. A. & Ozanyan, K. B., 2009, Proceedings of IEEE Sensors|Proc. IEEE Sens.. p. 240-243 3 p.

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Metrics 100%
  • Limited Number 100%
  • Parallel Beam 100%

• In-cylinder Chemical Species Tomography for CI engines

  Mccann, H., McCann, H., Cheadle, E. M., Davidson, J. L., Ozanyan, K. B., Terzija, N. & Wright, P., 2009, CEUR Workshop Proceedings|CEUR Workshop Proc.. Vol. 452.

  Research output: Chapter in Book/Conference proceeding › Conference contribution

  • Chemical Specie 100%
  • Diesel Engine 100%
  • Tomography 100%
  • Spatial Scale 25%
  • Mixture Preparation 25%