Publications

• Most publications by Advanced Surveillance research team members are stored at UQ eSpace
• Selected publications relevant to the Advanced Surveillance project are listed below
  

2011:

• M. Harandi, C. Sanderson, S. Shirazi, B.C. Lovell. Graph Embedding Discriminant Analysis on Grassmannian Manifolds for Improved Image Set Matching. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2011.
  
  
• V. Reddy, C. Sanderson, B.C. Lovell. A Low Complexity Algorithm for Static Background Estimation from Cluttered Image Sequences in Surveillance Contexts. EURASIP Journal on Image and Video Processing, 2011.
  
  

2010:

• V. Reddy, C. Sanderson, A. Sanin, B.C. Lovell. MRF-based Background Initialisation for Improved Foreground Detection in Cluttered Surveillance Videos. Asian Conference on Computer Vision (ACCV), New Zealand, 2010.
  
  
• V. Reddy, C. Sanderson, A. Sanin, B.C. Lovell. Adaptive Patch-Based Background Modelling for Improved Foreground Object Segmentation and Tracking. International Conference on Advanced Video and Signal Based Surveillance (AVSS), Boston, 2010.
  
  
• M. Harandi, A. Bigdeli, B.C. Lovell. Image-Set Face Recognition Based on Transductive Learning. IEEE International Conference on Image Processing (ICIP), Hong Kong, 2010.
  
  
• M.T. Harandi, M.N. Ahmadabadi, B.N. Araabi, A. Bigdeli, B.C. Lovell. Directed Random Subspace Method for Face Recognition. Accepted for presentation at the International Conference on Pattern Recognition (ICPR), Turkey, 2010.
  
  
• E. Norouznezhad, A. Bigdeli, A. Postula, B.C. Lovell. Robust Object Tracking using Local Oriented Energy Features and its Hardware/Software Implementation. Accepted for presentation at the International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, 2010.
  
  
• E. Norouznezhad, A. Bigdeli, A. Postula, B.C. Lovell. Object Tracking for FPGA-based Smart Cameras using Local Oriented Energy and Phase Features. Accepted for presentation at the ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Atlanta, USA, 2010.
  
  
• S. Mau, S. Chen, C. Sanderson, B.C. Lovell. Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms. Accepted for presentation at the International Conference of Image and Vision Computing New Zealand (IVCNZ), Queenstown, New Zealand, 2010.
  
  
• Y. Mustafah, A. Bigdeli, F. Dadgostar, A. Azman, B.C. Lovell. Square Patch Feature: Faster Weak-Classifier for Robust Object Detection. Accepted for presentation at the International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, 2010.
  
  
• Y. Mustafah, A. Bigdeli, A. Azman, B.C. Lovell. Square Patch Feature Based Face Detection Architecture for High Resolution Smart Camera. Accepted for presentation at the ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Atlanta, USA, 2010.
  
  
• A. Azman, A. Bigdeli, Y. Mohd-Mustafah, M. Biglari-Abhari, B.C. Lovell. A Bayesian Network-Based Framework with CSP Formulations for FPGA System Design. Accepted for presentation at the International Conference on Application-specific Systems, Architectures and Processors (ASAP), Rennes, France, 2010.
  
  
• A. Sanin, C. Sanderson, B.C. Lovell. Improved Shadow Removal for Robust Tracking in Surveillance Scenarios. Accepted for presentation at the International Conference on Pattern Recognition (ICPR), Turkey, 2010.
  
  
• Y. Wong, C. Sanderson, S. Mau, B.C. Lovell. Dynamic Amelioration of Resolution Mismatches for Local Feature Based Identity Inference. Accepted for presentation at the International Conference on Pattern Recognition (ICPR), Turkey, 2010.
  
  
• V. Reddy, C. Sanderson, B.C. Lovell. Robust Foreground Object Segmentation via Adaptive Region-Based Background Modelling. Accepted for presentation at the International Conference on Pattern Recognition (ICPR), Turkey, 2010.
  
  
• S. Chen, B.C. Lovell. Feature Space Hausdorff Distance for Face Recognition. Accepted for presentation at the International Conference on Pattern Recognition (ICPR), Turkey, 2010.

• S. Chen. Face Recognition Under Uncontrolled Conditions: Robust Discriminative Principal Component Analysis, Lambert Academic Publishing, ISBN 978-3838329277, 2010.
  

• A. Asthana, C. Sanderson, T. Gedeon, R. Goecke. Learning-based Face Synthesis for Pose-Robust Recognition from Single Image. Proc. British Machine Vision Conference (BMVC), UK, September, 2009.
  
  
• C. Sanderson, B.C. Lovell. Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference. Interational Conference on Biometrics, Lecture Notes in Computer Science, Vol. 5558, pp. 199-208. 2009.
  
  
• V. Reddy, C. Sanderson, B.C. Lovell. An Efficient and Robust Sequential Algorithm for Background Estimation in Video Surveillance. Proc. IEEE Int. Conf.  Image Processing (ICIP), Egypt, November, 2009.

• Y. Wong, C. Sanderson, B.C. Lovell. Regression Based Non-frontal Face Synthesis for Improved Identity Verification. International Conference on Computer Analysis of Images and Patterns (CAIP), Germany, pp. 116-124, 2009.
  

• F. Werner, F. Maire, J. Sitte, H. Choset, S. Tully, G. Kantor. Topological SLAM using neighbourhood information of places. Proc. IEEE/RSJ Int. Conf. Intelligent Robots and Systems, St. Louis, Missouri, 2009.

• S. Tully, G. Kantor, H. Choset, F. Werner. A Multi-Hypothesis Topological SLAM Approach for Loop Closing on Edge-Ordered Graphs. Proc. IEEE/RSJ Int. Conf. Intelligent Robots and Systems, St. Louis, Missouri, 2009.
  

• V. Reddy, C. Sanderson, B.C. Lovell,  A. Bigdeli. An Efficient Background Estimation Algorithm for Embedded Smart Cameras. Proc. Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Como, Italy, September, 2009.
  

• C. Sanderson, A. Bigdeli, T. Shan, S. Chen, E. Berglund, B.C. Lovell. Intelligent CCTV for Mass Transport Security: Challenges and Opportunities for Video and Face Processing. Book Chapter - Progress in Computer Vision and Image Analysis, pp. 557-573, 2009. ISBN 978-981-283-445-4.
  

• F. Werner, F. Maire, J. Sitte. Topological SLAM using fast vision techniques. Advances in Robotics: FIRA RoboWorld Congress, Lecture Notes in Computer Science,  Vol. 5744, Springer, pp. 187-198, 2009.

• S. Kong. Intelligent Visual Surveillance: Robust Person and Vehicle Tracking. VDM-Verlag, 2009. ISBN 978-3639169355.

• Y. Yang, B.C. Lovell, F. Dadgostar. Content-Based Video Retrieval (CBVR) System for CCTV Surveillance Videos. Proc. Digital Image Computing: Techniques and Applications (DICTA), Melbourne, Australia, 2009.

• Y.M. Mustafah,  A. Bigdeli, A. Azman, B.C. Lovell. Face detection system design for real time high resolution smart camera. ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Como, Italy, 2009.

• A.W. Azman, A. Bigdeli, M. Biglari-Abhari, Y.M. Mustafah, and B.C. Lovell. Exploiting Bayesian belief network for adaptive IP-reuse decision. Proc. Digital Image Computing: Techniques and Applications (DICTA), Melbourne, Australia, pp. 66-73, 2009.

• A.W. Azman, A. Bigdeli, M. Biglari-Abhari, Y.M. Mustafah,  B.C. Lovell. A BBN-based Framework for Adaptive IP-Reuse. Proc. FPGAworld Conference, Stockholm, Sweden, pp. 12-17, 2009.

• S. Biswas, B.C. Lovell. Bézier and Splines in Image Processing and Machine Vision. London, Springer, 2008.

• C. Sanderson. Biometric Person Recognition: Face, Speech and Fusion. Germany, VDM-Verlag, 2008.

• C. Sanderson, D. Gibbins, S. Searle. On Statistical Approaches to Target Silhouette Classification in Difficult Conditions. Digital Signal Processing, Vol. 18, No. 3, pp. 375-390, 2008.

• E. Berglund, J. Sitte, G.F. Wyeth. Active Audition using the Parameter-less Self-organising Map. Autonomous Robots, Vol. 24, No. 4. pp. 401-417, 2008.

• S. Chen, C. Sanderson, S. Sun, B.C. Lovell. Representative Feature Chain for Single Gallery Image Face Recognition. International Conference on Pattern Recognition (ICPR), Tampa, Florida, USA, 2008.

• S. Kong, M.K. Bhuyan, C. Sanderson, B.C. Lovell. Tracking of Persons for Video Surveillance of Unattended Environments. International Conference on Pattern Recognition (ICPR), Tampa, Florida, USA, 2008.

• S. Chen, E. Berglund, A. Bigdeli, C. Sanderson, B.C. Lovell.  Experimental Analysis of Face Recognition on Still and CCTV images. Proc. IEEE Conf. Advanced Video and Signal Based Surveillance (AVSS), Santa Fe, New Mexico, USA, pp. 317-324, 2008.

• B.C. Lovell, S. Chen. Robust Face recognition for Data Mining. In: Data Warehousing and Mining: Concepts Methodologies Tools and Applications, Hershey, PA: Information Science Reference, 2008.

• B.C. Lovell, S. Chen, A. Bigdeli, E. Berglund, C. Sanderson. On Intelligent Surveillance Systems and Face Recognition for Mass Transport Security. International Conference on Control, Automation, Robotics and Vision (ICARCV), Hanoi, Vietnam, pp. 713-718, 2008.

• B.C. Lovell, S. Chen, T. Shan. Real-Time Face Detection and Classification for ICCTV. In: G. Wang, (editor), Encyclopedia of Data Warehousing and Mining, 2nd ed., Hershey, PA: Information Science Reference, pp. 1-19, 2008.

• V. Madasu, B.C. Lovell. An Automatic Offline Signature and Forgery Detection System. In: B. Verma and M. Blumenstein (editors), Pattern Recognition Technologies and Applications: Recent Advances, Hersey, PA: Information Science Reference, pp. 63-89, 2008.

• E. Norouznezhad, A. Bigdeli, A. Postula, B.C. Lovell. A high resolution smart camera with GigE Vision extension for surveillance applications. ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Stanford University, CA, USA, pp. 1-8, 2008.

• T. Shan, A. Bigdeli, B.C. Lovell, S. Chen. Robust Face Recognition Technique for a Real-Time Embedded Face Recognition Test. In: B. Verma and M. Blumenstein (editors), Pattern Recognition Technologies and Applications: Recent Advances, Hersey, PA: Information Science Reference, pp. 188-211, 2008.

• C. Sanderson, T. Shan, B.C. Lovell. Towards Pose-Invariant 2D Face Classification for Surveillance. Analysis and Modeling of Faces and Gestures [part of International Conference on Computer Vision (ICCV)], Rio de Janeiro, 2007.
  

• A. Azman, A. Bigdeli, Y.M. Mustafah, B.C. Lovell. Optimizing resources of an FPGA-based smart camera architecture. Proc. Digital Image Computing Techniques and Applications (DICTA), Adelaide, Australia, pp. 600-606, 2007.

• S. Chen, T. Shan, B.C. Lovell. Robust Face Recognition in Rotated Eigen Space. International Conference Image and Vision Computing New Zealand, Hamilton, NZ, 2007.

• S. Kong, C. Sanderson, B.C. Lovell. Classifying and tracking multiple persons for proactive surveillance of mass transport systems. IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS), London, UK, pp. 159-163, 2007.

• Y.M. Mustafah, A. Azman, A. Bigdeli, B.C. Lovell. An automated face recognition system for intelligence surveillance: Smart camera recognizing faces in the crowd. ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC), Vienna, Austria, pp. 147-152, 2007.

• F. Maire. Vision Based Anti-Collision System for Rail Track Maintenance Vehicles. Advanced Video and Signal Based Surveillance (AVSS), London, pp. 170-175, 2007.
  

• Y.M. Mustafah, A. Bigdeli, A. Azman, B.C. Lovell. Smart cameras enabling automated face recognition in the crowd for intelligent surveillance system. Proc. Recent Advances in Security Technology, Melbourne, Australia, pp. 310-318, 2007.

• Y.M. Mustafah, T. Shan, A. Azman, A. Bigdeli, B.C. Lovell. Real-time face detection and tracking for high resolution smart camera system. Proc. Digital Image Computing Techniques and Applications (DICTA), Adelaide, Australia, pp. 387-393, 2007.

• C. Sanderson, A. Bigdeli, , T. Shan, S. Chen, E. Berglund, B.C. Lovell. Intelligent CCTV for Mass Transport Security: Challenges and Opportunities for Video and Face Processing. Electronic Letters on Computer Vision and Image Analysis, Vol. 6, No. 3, pp. 30-41, 2007.
  

• T. Shan, S. Chen, C. Sanderson, B.C. Lovell. Towards Robust Face Recognition for Intelligent-CCTV based Surveillance using One Gallery Image. Advanced Video and Signal Based Surveillance (AVSS), London, pp. 470-475, 2007.

• T. Shan, B.C. Lovell, S. Chen. Intelligent CCTV via Planetary Sensor Network. In: N.T. Mahalik (editors), Sensor Networks and Configuration: Fundamentals, Standards, Platforms, and Applications, Berlin, Springer, pp. 463-484, 2007.

• B.C. Lovell, C.J. Walder. Support Vector Machines for Business Applications. In: K. Voges, and N. Pope (editors), Business Applications and Computational Intelligence Idea Group, pp. 267-290, 2006.

• A.W.B. Smith, B.C. Lovell. Measurement Function Design for Visual Tracking Applications. International Conference on Pattern Recognition (ICPR), Hong Kong, pp. 789-792, 2006.

• F. Cardinaux, C. Sanderson, S. Bengio. User authentication via adapted statistical models of face images. IEEE Transactions on Signal Processing, Vol. 54, No. 1, pp. 361-373, 2006.

• C. Sanderson, S. Bengio, Y. Gao. On transforming statistical models for non-frontal face verification. Pattern Recognition, Vol. 39, No. 2, pp. 288-302, 2006.

• S. Chen, B.C. Lovell, T. Shan. Combining Generative and Discriminative Learning for Face Recognition. Proc. Digital Image Computing: Techniques and Applications (DICTA), Cairns, pp. 24-29, 2005.

• N. Liu, B.C. Lovell. Hand gesture extraction by active shape models. Proc. Digital Image Computing: Techniques and Applications (DICTA), Cairns, Australia, pp. 59-64, 2005.

• B.C. Lovell. Globally Optimal 3D Image Reconstruction and Segmentation via Energy Minimisation Techniques. International Conference on Pattern Recognition and Machine Intelligence (PReMI), Kolkata, India, pp. 128-136, 2005.

• B.C. Lovell, T. Caelli. Hidden Markov Models for Spatio-Temporal Pattern Recognition. In: C. H. Chen and P.S.P. Wang (editors), Handbook of Pattern Recognition and Computer Vision, 3rd edition, Singapore: World Scientific Publications, pp. 25-40, 2005.

• V.K. Madasu, B.C. Lovell. Automatic Segmentation and Recognition of Bank Cheque Fields. Proc. Digital Image Computing: Techniques and Applications (DICTA), Cairns, pp. 223-228, 2005.

• V.K. Madasu, B.C. Lovell, M. Hanmandlu. Hand Printed Character Recognition Using Neural Networks. International Conference on Cognition and Recognition, Mysore, India, pp. 506-513, 2005.

• V.K. Madasu, B.C. Lovell, K. Kubik. Automatic Handwritten Signature Verification System for Australian Passports. Science, Engineering and Technology Summit on Counter-Terrorism Technology, Canberra, pp. 53-66, 2005.

• F.H. Seitner, B.C. Lovell. Pedestrian Tracking Based on Colour and Spatial Information. Proc. Digital Image Computing: Techniques and Applications (DICTA), Cairns, Australia, pp. 36-43, 2005.

• C.J. Walder, B.C. Lovell. Homogenised Virtual Support Vector Machines. Proc. Digital Image Computing: Techniques and Applications (DICTA), Cairns, Australia, pp. 393-398, 2005.