Neil Robertson

Research output

Research output per year 2000 2021

• 38 Chapter
• 27 Conference contribution
• 21 Article
• 6 Other
• 8 More
  • 3 Paper
  • 2 Chapter (peer-reviewed)
  • 2 Poster
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2021

  Ranked List Loss for Deep Metric Learning

  Wang, X., Hua, Y., Kodirov, E. & Robertson, N., 24 Mar 2021, (Early online date) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Learning
  • Metric
  • Query
  • Similarity
  • Batch
  13 Downloads (Pure)
• 2020

  BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning

  Shen, J. & Robertson, N., Aug 2021, In: Information Sciences. 569, p. 469-478

  Research output: Contribution to journal › Article › peer-review

  • Network Learning
  • Deep neural networks
  • Training
  • Attack
  • Ensemble
• 2019

  Attention-Based Two-Stream Convolutional Networks for Face Spoofing Detection

  Chen, H., Hu, G., Lei, Z., Chen, Y., Robertson, N. & Li, S., 17 Jun 2019, (Early online date) In: IEEE Transactions on Information Forensics and Security. 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Face recognition
  • Lighting
  • Neural networks
  • Electric fuses
  • Fusion reactions
  22 Citations (Scopus)

  1619 Downloads (Pure)
• 2018

  Computational Load Balancing on the Edge in Absence of Cloud and Fog

  Sthapit, S., Thompson, J., Robertson, N. M. & Hopgood, J. R., 09 Aug 2018, (Early online date) In: IEEE Transactions on Mobile Computing. 18, 7, p. 1499 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Clouds
  • Fog
  • Resource allocation
  • Mobile computing
  • Fog computing
  16 Citations (Scopus)

  241 Downloads (Pure)

• Cross-view Discriminative Feature Learning for Person Re-Identification

  Borgia, A., Hua, Y., Kodirov, E. & Robertson, N., Nov 2018, In: IEEE Trans. on Image Processing. 27, 11, p. 5338 - 5349

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Invariance
  • Cameras
  13 Citations (Scopus)

  408 Downloads (Pure)

• Sensor scheduling with time, energy and communication constraints

  Rusu, C., Thompson, J. & Robertson, N., 15 Jan 2018, In: IEEE Transactions on Signal Processing. 66, 2, p. 528-539

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Scheduling
  • Sensors
  • Communication
  • Scheduling algorithms
  • Sensor networks
  10 Citations (Scopus)

  183 Downloads (Pure)
• 2016

  Robust indoor speaker recognition in a network of audio and video sensors

  D'Arca, E., Robertson, N. M. & Hopgood, J. R., Dec 2016, In: Signal Processing. 129, p. 137-149 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Microphones
  • Cameras
  • Audition
  • Sensors
  • Fusion reactions
  9 Citations (Scopus)

  130 Downloads (Pure)

• Video anomaly detection in real-time on a Power-Aware Heterogeneous Platform

  Blair, C. G. & Robertson, N. M., Nov 2016, In: IEEE Transactions on Circuits and Systems for Video Technology. 26, 11, p. 2109-2122 4 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Anomaly detection
  • Detectors
  • Graphics processing unit
  • Field programmable gate arrays (FPGA)
  • Program processors
  10 Citations (Scopus)

  311 Downloads (Pure)
• 2015

  An adaptive motion model for person tracking with instantaneous head-pose features

  Baxter, R. H., Leach, M. J. V., Mukherjee, S. S. & Robertson, N. M., May 2015, In: IEEE Signal processing Letters. 22, 5, p. 578-582 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Instantaneous
  • Person
  • Kalman filters
  • Kalman Filter
  • Motion
  19 Citations (Scopus)

  231 Downloads (Pure)

• Deep Head Pose: Gaze-Direction Estimation in Multimodal Video

  Mukherjee, S. S. & Robertson, N. M., Nov 2015, In: IEEE Transactions on Multimedia. 17, 11, p. 2094-2107 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Statistical Models
  • Classifiers
  • Computer hardware
  77 Citations (Scopus)

• Human behaviour recognition in data-scarce domains

  Baxter, R. H., Robertson, N. M. & Lane, D. M., Aug 2015, In: Pattern Recognition. 48, 8, p. 2377-2393 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hidden Markov models
  • Simulated annealing
  15 Citations (Scopus)

  159 Downloads (Pure)

• On covariate factor detection and removal for robust gait recognition

  Whytock, T., Belyaev, A. & Robertson, N. M., Jul 2015, In: Machine Vision and Applications. 26, 5, p. 661-674 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  8 Citations (Scopus)

  158 Downloads (Pure)
• 2014

  Contextual anomaly detection in crowded surveillance scenes

  Leach, M. J. V., Sparks, E. P. & Robertson, N. M., 15 Jul 2014, In: Pattern Recognition Letters. p. 71-79 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Anomaly detection
  34 Citations (Scopus)

  249 Downloads (Pure)

• Dynamic Distance-Based Shape Features for Gait Recognition

  Whytock, T., Belyaev, A. & Robertson, N. M., Nov 2014, In: Journal of Mathematical Imaging and Vision.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Gait Recognition
  • Shape Feature
  • gait
  • musculoskeletal system
  • Skeleton
  35 Citations (Scopus)

  164 Downloads (Pure)
• 2013

  Characterizing a Heterogeneous System for PersonDetection in Video Using Histograms of OrientedGradients: Power Versus Speed Versus Accuracy

  Blair, C., Robertson, N. M. & Hume, D., 29 Apr 2013, In: IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 3, 2, p. 236 - 247 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Field programmable gate arrays (FPGA)
  • Graphics processing unit
  • Real time systems
  • Embedded systems
  • Program processors
  26 Citations (Scopus)
• 2012

  Visual saliency from image features with application to compression

  Harding, P. J. & Robertson, N., 2012, In: Cognitive Computation. 5, 1

  Research output: Contribution to journal › Article › peer-review
  14 Citations (Scopus)
• 2011

  Automatic reasoning about causal events in surveillance video

  Robertson, N. M. & Reid, I. D., 01 Feb 2011, In: EURASIP Journal on Image and Video Processing. 2011, February

  Research output: Contribution to journal › Article › peer-review
  15 Citations (Scopus)
• 2009

  Detecting low-resolution faces in video

  Robertson, N. & Janssen, N., 2009, In: Proceedings of SPIE - the International Society for Optical Engineering. 7252

  Research output: Contribution to journal › Article › peer-review
• 2008

  Automatic human behaviour recognition and explanation for CCTV video surveillance

  Robertson, N., Reid, I. D. & Brady, J. M., 01 Jul 2008, In: Security Journal. 21, 3, p. 173-188 16 p.

  Research output: Contribution to journal › Article › peer-review
• 2006

  A general method for human activity recognition in video

  Robertson, N. & Reid, I. D., 01 Nov 2006, In: Computer Vision and Image Understanding. 104, 2-3, p. 232–248

  Research output: Contribution to journal › Article › peer-review
  124 Citations (Scopus)
• 2000

  Estimation of torque on mechanical heart valves due to magnetic resonance imaging including an estimation of the significance of the Lenz effect using a computational model

  Robertson, N., Diaz-Gomez, M. & Condon, B., 01 Dec 2000, In: Physics in Medicine and Biology. 45, 12

  Research output: Contribution to journal › Article › peer-review
  11 Citations (Scopus)