Z. Wharton, E. Thomas, B. Debnath and A. Behera, A Vision-based Transfer Learning Approach for Recognizing Behavioral Symptoms in People with Dementia. 15th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Auckland, New Zealand, 2018
A. Behera, A. Keidel and B. Debnath, Context-driven Multi-stream LSTM (M-LSTM) for Recognizing Fine-Grained Activity of Drivers. The German Conference on Pattern Recognition (GCPR), Stuttgart, Germany, 10-12 October 2018 (Oral acceptance rate ~20%)
B. Debnath, M. O’brien, M. Yamaguchi and A. Behera, Adapting MobileNets for mobile based upper body pose estimation. 15th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Auckland, New Zealand, 2018
A. Behera and A. Keidel, Latent Body-Pose guided DenseNet for Recognizing Driver’s Fine-grained Secondary Activities. 15th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Auckland, New Zealand, 2018
G. Bleser, A. Behera, D. Damen, G. Hendeby, A. Gee, M. Miezal, K. Mura, N. Petersen, N. Schmitz,L. Almeida, A. Calway, W. Mayol-Cuevas, A. G. Cohn, D. C. Hogg and D. Stricker, Cognitive Learning, Monitoring and Assistance of Industrial Workflows using Egocentric Sensor Networks. PLoS ONE 10(6), doi:10.1371/journal.pone.0127769, 2015.
Behera, A. G. Cohn and D. C. Hogg, Real-time Activity Recognition by Discerning Qualitative Relationships Between Randomly Chosen Visual Features. The 25th British Machine Vision Conference (BMVC) 2014, Nottingham, UK, 1-5 September 2014 (acceptance rate 30.2%). [Datasets and source codes]
Behera, M. Chapman, D. C. Hogg and A. G. Cohn, Egocentric Activity Recognition using Histograms of Oriented Pairwise Relations. The 9th International Conference on Computer Vision Theory and Applications (VISAPP), Lisbon, Portugal, 5-8 January 2014 (Oral acceptance rate 17%)
J. Howard, T. Troscianko, I. D. Gilchrist, A. Behera and D. C. Hogg, Suspiciousness perception in dynamic scenes: a comparison of CCTV operators and novices. Frontiers in Human Neuroscience 2013, 7:441.
Ferryman, D. C. Hogg, J. Sochman, A. Behera, J. Rodriguez, S Worgan, L. Li, V. Leung, M. Evans, P. Cornic, S. Herbin, S. Schlenger, M. Dose, Robust abandoned object detection integrating wide area visual surveillance and social context. Pattern Recognition Letters 34(7), pp. 789-798, 2103.
Behera, D. C. Hogg and A. G. Cohn, Egocentric Activity Monitoring and Recovery. The 11th Asian Conference on Computer Vision (ACCV), Daejeon, Korea, 5-9 November 2012 (acceptance rate 26.8%). [ Leeds Egocentric Dataset]
Behera, D. C. Hogg, C. J. Howard, I. D. Gilchrist and T. Troscianko. Visual Attention-based Approach for Prediction of Abnormalities in CCTV Video Surveillance. AVA/BMVA Annual Meeting Abstract, PERCEPTION, 41(3), pp. 367-367, 2012.
Behera, A. G. Cohn and D. C. Hogg, Workflow Activity Monitoring using the Dynamics of Pair-wise Qualitative Spatial Relations. International Conference on MultiMedia Modeling (MMM), Klagenfurt, Austria, 4-6 January 2012 (acceptance rate 15%).
J. Howard, I. D. Gilchrist, T. Troscianko, A. Behera and D. C. Hogg, Task relevance predicts gaze in videos of real moving scenes. Experimental Brain Research, 214(1), pp 131-137, 2011.
F. Worgan, A. Behera, A. G. Cohn and D. C. Hogg, Exploiting petri-net structure for activity classification and user instruction within an industrial setting. International Conference on Multimodal Interaction (ICMI), Alicante, Spain, 14-18 November 2011 (acceptance rate 39%).
Behera, D. Lalanne and R. Ingold, DocMIR: An automatic document-based indexing system for meeting retrieval, International Journal of Multimedia Tools and Applications (MTAP), 37(2), pp 135-167, 2008.
Behera, D. Lalanne and R. Ingold, Combining Color and Layout Features for the Identification of Low-resolution Documents, International Journal of Signal Processing (IJSP), ISSN:1304-4478, 2(1), pp. 7-14, 2005.
J. Howard, I. D. Gilchrist, T. Troscianko, A. Behera and D. C. Hogg, Continuous manual responses and continuous gaze tracking during closed circuit television (CCTV) monitoring. European Conference on Eye Movements, Southampton, August 2009.
J. Howard, T. Troscianko, I. D. Gilchrist, A. Behera and D. C. Hogg, Searching for threat: factors determining performance during CCTV monitoring. In D. de Waard, J. Godthelp, F.L. Kooi, and K.A. Brookhuis (Eds.). Human Factors, Security and Safety, pp. 333 – 339, 2009. Maastricht, the Netherlands: Shaker Publishing.
J. Howard, I. D. Gilchrist, T. Troscianko, A. Behera and D. C. Hogg, Monitoring CCTV and watching football: expert-novice differences in the magnitude of a visuo-motor buffer, Vision Science Society Abstracts. Journal of Vision, 9(8), pp.416 – 416, 2009.
J. Howard, I. D. Gilchrist, T. Troscianko, A. Behera and D. C. Hogg, Monitoring CCTV and watching football: expert-novice differences in the magnitude of a visuo-motor buffer. Vision Sciences Society Annual Meeting May 2009.
Behera, D. Lalanne and R. Ingold, Influence of Fusion Strategies on Feature-based Identification of Low-resolution Documents, The ACM Symposium on Document Engineering (DocEng) 2005, 2 – 4 November, Bristol, UK, pp. 20-22 (acceptance rate 39%).
Behera, D. Lalanne and R. Ingold, Enhancement of Layout-based Identification of Low-resolution Documents using Geometrical Color Distribution, International Conference on Document Analysis and Recognition (ICDAR) 2005, IEEE Computer Society, August 29-1st September, Seoul, Korea, pp. 468-472 (acceptance rate 40%).
Behera, D. Lalanne and R. Ingold, Color and Layout-based Identification of Documents Captured from Low-resolution Handheld Devices, International Conference on Pattern Recognition and Computer Vision 2005, 25-27 February, Istanbul, Turkey, 2nd World Enformatika Congress, WEC’05, ISBN 975-98458-3-0, Vol 1, pp. 51-54.
Behera, D. Lalanne and R. Ingold, Visual Signature based Identification of Low-resolution Document Images. The ACM Symposium on Document Engineering (DocEng) 2004, Milwaukee, Wisconsin, USA, October 28-30, 2004, pp. 178-187 (acceptance rate 36%).
Behera, D. Lalanne and R. Ingold, Looking at projected documents: Event detection and Document Identification, IEEE International Conference on Multimedia and Expo (ICME) 2004, Taipei, Taiwan, June 2004, pp. 2127-2130 (acceptance rate 30%).
Lalanne, R. Ingold, D. von Rotz, A. Behera, D. Mekhaldi and A. Popescu-Belis, Using static documents as structured and thematic interfaces to multimedia meeting archives. 1st International Workshop on Machine Learning for Multimodal Interaction (MLMI) 2004, Martigny, Switzerland, LNCS, Vol. 3361, pp. 87-100.
Lalanne, S. Sire, R. Ingold, A. Behera, D. Mekhaldi and D. von Rotz, A research agenda for assessing the utility of document annotations in multimedia databases of meeting recordings, 3rd International Workshop on Multimedia Data and Document Engineering (MDDE), in conjunction with VLDB-2003, Berlin, Germany, pp. 47-55.