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Steven Mills - Publications

Some recent publications are listed below, along with a selection of older papers. For a more complete (and up-to-date) list, see my Google Scholar listing.

2017

  1. Tom Botterill, Scott Paulin, Richard Green, Samuel Williams, Jessica Lin, Valerie Saxton, Steven Mills, XiaoQui Chen, and Sam Corbett-Davies
    A Robot System for Pruning Grape Vines
    Journal of Field Robotics, 32(6), 1100-1122, 2017 [10.1002/rob.21680]

  2. Tapabrata Chakraborti, Brendan McCane, Steven Mills, and Umapada Pal
    A Generalised Formulation for Collaborative Representation of Image Patches (GP-CRC)
    Proc. British Machine Vision Conference (BMVC), to appear, 2017

  3. Russel Mesbah, Brendan McCane, Steven Mills, and Anthony Robins
    Improving Spatial Context in CNNs for Semantic Medical Image Segmentation
    Proc. Asian Conference on Pattern Recognition (ACPR), to appear, 2017

  4. Russel Mesbah, Brendan McCane, and Steven Mills
    Conditional Random Fields Incorporate Convolutional Neural Networks for Human Eye Sclera Segmentation
    Int. Joint Conf. Biometrics, to appear, 2017

  5. Huan Feng, David Eyers, Steven Mills, Yongwei Wu, and Zhiyi Huang
    Principal Component Analysis Based filtering for Scalable, High Precision k-NN Search
    IEEE Transactions on Computing,, 2017 [10.1109/TC.2017.2748131]

  6. Joseph Cahill-Lane and Steven Mills
    Of Mice, Men, and Machines: Real and Artificial Deep Networks for Vision
    Proc. Image and Vision Computing New Zealand (IVCNZ), to appear, 2017

  7. Lech Szymanski and Steven Mills
    CNN for Historic Handwritten Document Search
    Proc. Image and Vision Computing New Zealand (IVCNZ), to appear, 2017

  8. Hamza Bennani, Steven Mills, Richard Walter, and Karen Greig
    Photogrammetric Debitage Analysis: Measuring Māori Toolmaking Evidence
    Proc. Image and Vision Computing New Zealand (IVCNZ), to appear, 2017


2016

  1. Lewis Baker, Steven Mills, Tobias Langlotz, and Carl Rathbone
    Power Line Detection using Hough transform and Line Tracing Techniques
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2016 [10.1109/IVCNZ.2016.7804438]

  2. Tapabrata Chakraborti, Brendan McCane, Steven Mills, and Umapada Pal
    Collaborative Representation based Fine-grained Species Recognition
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2016 [DOI: 10.1109/IVCNZ.2016.7804421]

  3. Huan Feng, David Eyers, Steven Mills, Yongwe Wu, and Zhiyi Huang
    PCAF: Scalable, High-Precision k-NN Search using Principal Components Analysis based Filtering
    Proc. Int. Conference on Parallel Processing (ICPP), 638-647, 2016 [10.1109/ICPP.2016.79]

  4. Rassoul Mesbah, Brendan McCane, and Steven Mills
    Deep Convolutional Encoder-Decoder for Myelin and Axon Segmentation
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2016 [10.1109/IVCNZ.2016.7804455]

  5. Steven Mills, David Green, Nancy Longnecker, James B. Brundell, Craig J. Rodger, and Peter Brook
    Embodied Earth: Experiencing Natural Phenomena
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2016 [10.1109/IVCNZ.2016.7804425]

  6. Antoni Moore, Ben Daniel, Greg Leonard, Holger Regenbrecht, Judy Rodda, Lewis Baker, Riki Ryan, and Steven Mills
    Preliminary Usability Study of an Augmented Reality Sand-Based 3D Terrain Interface
    Proc. Nat. Cartographic Conference, GeoCart, 2016

  7. Pascal Sirguey, Julien Boeuf, Ryan Cambridge, and Steven Mills
    Evidences of Sub-Optimal Photogrammetric Modelling in RPAS-based Aerial Surveys
    Proc. Nat. Cartographic Conference, GeoCart, 2016


2015

  1. Tom Botterill, Matthew Signal, Steven Mills, and Richard Green
    Design and Calibration of Multi-Camera Systems for 3D Computer Vision: Lessons Learnt from Two Case Studies
    Pacific Rim Symposium on Image and Video Technology (PSIVT) Workshops, 206-219, 2015 [10.1007/978-3-319-30285-0_17]

  2. Jordan Campbell, Steven Mills, and Mike Paulin
    Mutual Information of Image Intensity and Gradient Flux for Markerless Pose Estimation
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2015 [10.1109/IVCNZ.2015.7761559]

  3. Huan Feng, Steven Mills, David Eyers, Xiaolong Shen, and Zhiyi Huang
    Optimal Space Subdivision for Parallel Approximate Nearest Neighbour Determination
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2015 [10.1109/IVCNZ.2015.7761548]

  4. Xiping Fu, Brendan McCane, Steven Mills, and Michael Albert
    How to Select Hashing Bits? A Direct Measurement Approach
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2015 [10.1109/IVCNZ.2015.7761538]

  5. David Green, Craig J. Rodger, James B. Brundell, Steven Mills, and Peter Brook
    Scientific Reification
    Junctures: The Journal for Thematic Dialogue, 16, 21-33, 2015

  6. Reuben Johnson, Lech Szymanski, and Steven Mills
    Hierarchical Structure from Motion Optical Flow Algorithms to Harvest Three-Dimensional Features from Two-Dimensional Neuro-Endoscopic Images
    Journal of Clinical Neuroscience, 22(2), 378-382, 2015 [10.1016/j.jocn.2014.08.004]

  7. A. Julé, Brendan McCane, Alistair Knott, and Steven Mills
    Discriminative Touch from Pressure Sensors
    Proc. Int. Conference on Automation, Robotics, and Applications (ICARA), 279-282, 2015 [10.1109/ICARA.2015.7081160]

  8. Nabeel Khan, Brendan McCane, and Steven Mills
    Better than SIFT?
    Machine Vision and Applications, 26(6), 819-836, 2015 [10.1007/s00138-015-0689-7]

  9. Maria Mikhisor, Geoff Wyvill, Brendan McCane, and Steven Mills
    Adapting Generic Trackers for Tracking Faces
    Proc. Image and Vision Computing New Zealand (IVCNZ), 2015 [10.1109/IVCNZ.2015.7761570]

  10. Steven Mills
    Accelerated Relative Camera Pose from Oriented Features
    Proc. Int. Conference on 3D Vision (3DV), 416-424, 2015 [10.1109/3DV.2015.54]

  11. Xiaoxin Tang, Zhiyi Huang, David Eyers, Steven Mills, and Minyi Guo
    Efficient Selection Algorithm for Fast k-NN Search on GPUs
    Proc. Int. Parallel and Distributed Processing Symposium, 397-406, 2015 [10.1109/IPDPS.2015.115]


Selected Older Publications

  1. Tom Botterill, Richard Green, and Steven Mills
    A Decision Theoretic Formulation for Sparse Stereo Correspondence Problems
    Proc. Int. Conference on 3D Vision (3DV), 224-231, 2014 [10.1109/3DV.2014.34]

  2. Xiping Fu, Brendan McCane, Steven Mills, and Michael Albert
    NOKmeans: Non-Orthogonal K-means Hashing
    Proc. Asian Conference on Computer Vision (ACCV), 162-177, 2014 [10.1007/978-3-319-16865-4_11]

  3. Umair Matten Khan, Steven Mills, Brendan McCane, and Andrew Trotman
    Emergent Properties from Feature Co-occurrence in Image Collections
    Proc. Int. Conference on Pattern Recognition (ICPR), 24-28, 2014 [10.1109/ICPR.2014.407]

  4. Xiaoxin Tang, Steven Mills, David Eyers, Kai-Cheung Leung, Zhiyi Huang, and Mi Guo
    Data Filtering for Scalable High Dimensional k-NN Search on Multicore Systems
    Proc. Int. Symposium on High-Performance Parallel and Distributed Computing (HPDC), 305-310, 2014 [10.1145/2600212.2600710]

  5. Xiaoxin Tang, Zhiyi Huang, David Eyers, Steven Mills, and Minyi Guo
    Scalable Multicore k-NN Search via Subspace Clustering for Filtering
    IEEE Transactions on Parallel and Distributed Systems, 26(12), 3449-3460, 2014 [10.1109/TPDS.2014.2372755]

  6. Tom Botterill, Richard Green, and Steven Mills
    Correcting Scale Drift by Object Recognition in Single-Camera SLAM
    IEEE Transactions on Cybernetics, 43(6), 1767-1780, 2013 [10.1109/TSMCB.2012.2230164]

  7. Tom Botterill, Richard Green, and Steven Mills
    Detecting Structured Light Patterns in Colour Images using a Support Vector Machine
    Proc. Int. Conference on Image Processing (ICIP), 1202-1206, 2013 [10.1109/ICIP.2013.6738248]

  8. Xiping Fu, Shawn Martin, Brendan McCane, and Steven Mills
    Improved Spectral Clustering using Adaptive Mahalanobis Distance
    Proc. Asian Conference on Pattern Recognition (ACPR), 171-175, 2013 [10.1109/ACPR.2013.100]

  9. Steven Mills
    Relative Orientation and Scale for Improved Feature Matching
    Proc. Int. Conference on Image Processing (ICIP), 3484-3488, 2013 [10.1109/ICIP.2013.6738719]

  10. Steven Mills and Philip McLeod
    Global Seamline Networks for Orthomosaic Generation via Local Search
    ISPRS Journal of Photogrammetry and Remote Sensing, 75, 101-111, 2013 [10.1016/j.isprsjprs.2012.11.003]

  11. Xiaoxin Tang, Steven Mills, David Eyers, Zhiyi Huang, Kai-Cheung Lueng, and Minyi Guo
    Performance Tuning on Multicore Systems for Feature Matching within Image Collections
    Proc. Int. Conference on Parallel Processing Workshops (ICPPW), 718-727, 2013 [10.1109/ICPP.2013.85]

  12. Xiaoxin Tang, Steven Mills, David Eyers, Kai-Cheung Lueng, Zhiyi Huang, and Minyi Guo
    Performance Bottlenecks in Many Core Systems: A Case Study on Large Scale Feature Matching within Image Collections
    Proc. Int. Conference on High Performance Computing and Communications (HPCC), 985-995, 2013 [10.1109/HPCC.and.EUC.2013.140]

  13. Tom Botterill, Steven Mills, and Richard Green
    Optimising Light Source Positions to Minimise Illumination Variation for 3D Vision
    Proc. Int. Conference on 3D Imaging, Modelling, Processing, Visualisation, and Transmission (3DIMPVT), 222-229, 2012 [10.1109/3DIMPVT.2012.13]

  14. Philip Bartie, Femke Reitsma, Simon Kingham, and Steven Mills
    Incorporating Vegetation into Visual Exposure Modelling in Urban Environments
    Int. Journal of Geospatial Information Science, 25(5), 851-868, 2011 [10.1080/13658816.2010.512273]

  15. Philip Bartie, Femke Reitsma, and Steven Mills
    A Combined GIS and Stereo Vision Approach to Identify Building Pixels in Images and Determine Appropriate Colour Terms
    Journal of Spatial Information Science, 2, 59-83, 2011 [10.5311/JOSIS.2011.2.6]

  16. Tom Botterill, Steven Mills, and Richard Green
    Bag-of-Words Driven Single Camera SLAM
    Journal of Field Robotics, 28(2), 204-226, 2011 [10.1002/rob.20368]

  17. Philip Bartie, Simon Kingham, Steven Mills, and Femke Reitsma
    Advancing Visibility Modelling Algorithms for Urban Environments
    Computers, Environment, and Urban Systems, 34(6), 518-531, 2010 [10.1016/j.compenvurbsys.2010.06.002]

  18. Jaco Fourie, Steven Mills, and Richard Green
    Harmony Filter: A Robust Visual Tracking System Using the Improved Harmony Search Algorithm
    Image and Vision Computing, 28(12), 1702-1716, 2010 [10.1016/j.imavis.2010.05.006]

  19. Tom Botterill, Steven Mills, and Richard Green
    New Conditional Sampling Strategies for Speeded-Up RANSAC
    Proc. British Machine Vision Conference (BMVC), 2009 [doi:10.5244/C.23.33]

  20. Andrew French, Steven Mills, Ranjan Swarup, Malcolm Bennet, and Tony Pridmore
    Co-Localization of Flourescent Markers in Confocal Microscope Images of Plant Cells
    Nature Protocols, 3, 619-628, 2008 [10.1038/nprot.2008.31]

  21. Asad Naeem, Tony Pridmore, and Steven Mills
    Managing Particle Spread via Hybrid Particle Filter / Kernel Mean Shift Tracking
    Proc. British Machine Vision Conference (BMVC), 2007 [doi:10.5244/C.21.70]

  22. Martin Tosas and Steven Mills
    Fast Adaptable Skin Colour Detection in RGB Space
    Proc. Int. Conference on Computer Vision Theory and Applications (VISAPP), 5-10, 2007 [10.5220/0002055800030010]

  23. Sunethra Dharmasiri, Ranjan Swarup, Keithanne Mockatitis, Nihal Dharmasiri, Sunil K. Singh, Mariusz Kowalchyk, Alan Marchant, Steven Mills, Goran Sandberg, Malcolm Bennet, and Mark Estelle
    AXR4 is Required for Localization of the Auxin Influx Facilitator AUX1
    Science, 312, 1218-1220, 2006 [10.1126/science.1122847]

  24. Joe Marshall, Steven Mills, and Steve Benford
    Using Object Interactions to Improve Particle Filter Performance
    Proc. British Machine Vision Conference (BMVC), 337-346, 2006 [doi:10.5244/C.20.35]

  25. Andrew French, Tony Pridmore, and Steven Mills
    Condensation Tracking through a Hough Space
    Proc. Int. Conference on Pattern Recognition (ICPR), 2004 [10.1109/ICPR.2004.1333737]

  26. Steven Mills, Tony Pridmore, and Mark Hills
    Tracking in a Hough Space with the Extended Kalman Filter
    Proc. British Machine Vision Conference (BMVC), 173-182, 2003 [doi:10.5244/C.17.18]

  27. Steven Mills and Kevin Novins
    Motion Segmentation in Long Image Sequences
    Proc. British Machine Vision Conference (BMVC), 162-171, 2000 [10.5244/C.14.17]