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Graphics and Vision Research Group

Publications

2017

Conference Papers

R. Mesbah, B. McCane, and S. Mills, Conditional Random Fields Incorporate Convolutional Neural Networks for Human Eye Sclera Segmentation Int. Joint Conf. Biometrics, 2017
T. Chakraborti, B. McCane, S. Mills, and U. Pal, A Generalised Formulation for Collaborative Representation of Image Patches (GP-CRC) Proc. British Machine Vision Conference (BMVC), 2017

2016

Journal Articles

H. Bennani, B. McCane, and J. Cornwall, Three Dimensional (3D) Lumbar Vertebrae Data Set, Data Science Journal, 15: 9, 2016
T. Botterill, S. Paulin, R. Green, S. Williams, J. Lin, V. Saxton, S. Mills, X. Chen, and S. Corbett-Davies A Robot System for Pruning Grape Vines, Journal of Field Robotics, pre-print online, 2016
J. Grubert, T. Langlotz, S. Zollmann, and H. Regenbrecht Towards Pervasive Augmented Reality: Context-Awareness in Augmented Reality IEEE Trans. Visualization and Computer Graphics (TVCG), 2016
J. Halberstadt, J. C. Jackson, D. Bilkey, J. Jong, H. Whitehouse, C. McNaughton, and S. Zollmann Incipient Social Groups: An Analysis via In-Vivo Behavorial Tracking PLoS One, 11(3), 2016

Conference Papers

L. Baker, S. Mills, T. Langlotz, and C. Rathbone Power Line Detection using Hough Transform and Line Tracing Techniques, Image and Vision Computing New Zealand (IVCNZ), 2016
T. Chakraborti, B. McCane, S. Mills, and U. Pal Collaborative Representation based Fine-grained Species Recognition, Image and Vision Computing New Zealand (IVCNZ), 2016
H. Feng, D. Eyers, S. Mills, Y. Wu, and Z. Huang PCAF: Scalable, High Precision k-NN Search Using Principal Component Analysis Based Filtering, Int. Conf. Parallel Processing (ICPP), 638-647, 2016
R. Mesbah, B. McCane, and S. Mills Deep Convolutional Encoder-Decoder for Myelin and Axon Segmentation, Image and Vision Computing New Zealand (IVCNZ), 2016
S. Mills, D. Green, N. Longnecker, J. Brundell, C. Rodger, and P. Brook Embodied Earth: Experiencing Natural Phenomena, Image and Vision Computing New Zealand (IVCNZ), 2016
S. Zollmann, C. Poglitsch, and J. Ventura VISGIS: Dynamic Situated Visualization for Geographic Information Systems, Image and Vision Computing New Zealand (IVCNZ), 2016

2015

Journal Articles

R. Johnson, L. Szymanski, and S. Mills, Hierarchical Structure from Motion Optical Flow Algorithms to Harvest Three-Dimensional Features from Two-Dimensional Neuro-Endoscopic Images, Journal of Clinical Neuroscience, 22: 378-382, 2015
N. Khan, B. McCane, and S. Mills Better than SIFT?, Machine Vision and Applications, 26: 819-836, 2015
G. H. Scott, J. C. Ingle Jr., B. McCane, C. L. Powell II, and R. C. Thunell, Truncorotalia crassaformis from its type locality: Comparison with Caribbean plankton and Pliocene relatives, Marine Micropaleontology, 117: 1-12, 2015

Conference Papers

T. Botterill, M. Signal, S. Mills, and R. 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), 2015
J. Campbell, S. Mills, and M. Paulin, Mutual Information of Image Intensity and Gradient Flux for Markerless Pose Estimation, Image and Vision Computing New Zealand (IVCNZ), 2015
H. Feng, S. Mills, D. Eyers, X. Shen, and Z. Huang, Optimal Space Subdivision for Parallel Approximate Nearest Neighbour Determination, Image and Vision Computing New Zealand (IVCNZ), 2015
X. Fu, B. McCane, S. Mills, and M. Albert, How to Select Hashing Bits? A Direct Measurement Approach Image and Vision Computing New Zealand (IVCNZ), 2015
A. Julé, B. McCane, A. Knott, and S. Mills Emergent Properties from Feature Co-occurrence in Image Collections Int. Conf. on Automation, Robotics, and Applications (ICARA), 279-282, 2015
M. Mikhisor, G. Wyvill, B. McCane, and S. Mills Adapting Generic Trackers for Tracking Faces Image and Vision Computing New Zealand (IVCNZ), 2015
S. Mills Accelerated Relative Camera Pose from Oriented Features Int. Conf. 3D Vision (3DV), 2015

2014

Journal Articles

L. Szymanski and B. McCane Deep Networks are Effective Encoders of Periodicity IEEE Trans. Neural Networks and Learning Systems, 25 (10): 1816-1827, 2014
X. Tang, Z. Huang, D. Eyers, S. Mills, and M. Guo, Scalable Multicore k-NN Search via Subspace Clustering for Filtering, IEEE Trans. Parallel and Distributed Systems, 2014 (online preprint)

Conference Papers

T. Botterill, R. Green, and S. Mills, Voxel Carving for Collision Avoidance for a Vine Pruning Robot Arm Image and Vision Computing New Zealand (IVCNZ), 2014
T. Botterill, R. Green, and S. Mills, A Decision Theoretic Formulation for Sparse Stereo Correspondence Problems Int. Conf. 3D Vision (3DV), 2014
J. Campbell, S. Mills, and M. Paulin, Kinematic Spider Tracking with PoseCut Image and Vision Computing New Zealand (IVCNZ), 2014
X. Fu, B. McCane, S. Mills, and M. Albert, NOKmeans: Non-Orthogonal K-means Hashing Asian Conference on Computer Vision (ACCV), 2014
U. Khan, S. Mills, B. McCane, and A. Trotman, Emergent Properties from Feature Co-occurrence in Image Collections Int. Conf. Pattern Recognition (ICPR), 2014
M. Mikhisor, G. Wyvill, B. McCane, and S. Mills 3D Face Tracking in Fisheye Stereo Video Using Particle Filters Image and Vision Computing New Zealand (IVCNZ), 2014
B. McCane Case Deletion for Fundamental Matrix Computation Image and Vision Computing New Zealand (IVCNZ), 2014
B. McCane Random Projections for Feature Matching Image and Vision Computing New Zealand (IVCNZ), 2014
S. Mills, D. C. Ribeiro, G. Johnson, and E. Zulkifly Principal Components Representations of Chewing Motion Image and Vision Computing New Zealand (IVCNZ), 2014
S. Mills, L. Szymanski, and R. Johnson Hierarchical Structure and Motion from Endoscopic Video Image and Vision Computing New Zealand (IVCNZ), 2014
X. Tang, S. Mills, D. Eyers, K.-C. Leung, Z. Huang, and M. Guo, Data Filtering for Scalable High Dimensional k-NN Search on Multicore Systems Int. Symp. High-Performance Parallel and Distributed Computing (HPDC), 2014
C. Young, D. Eyers, and S. Mills Parallel and Distributed Mosaic Seamline Estimation Image and Vision Computing New Zealand (IVCNZ), 2014

2013

Journal Articles

T. Botterill, S. Mills, and R. Green Correcting Scale Drift by Object Recognition in Single-Camera SLAM; IEEE Trans. Cybernetics, 43 (6): 1767-1780, 2013
I. Kukenys and B. McCane Touch Tracking with a Particle Filter; Machine Vision and Applications 24 (7): 1501-1512, 2013
B. McCane, Shape Variation in Outline Shapes; Systematic Biology 62 (1): 134-146, 2013 (first published online September 2012)
S. Mills and P. McLeod, Global Seamline Networks for Orthomosaic Generation via Local Search; ISPRS Journal of Photogrammetry and Remote Sensing, 75: 101-111, 2013.

Conference Papers

T. Botterill, R. Green, and S. Mills Detecting Structured Light Patterns in Colour Images using a Support Vector Machine; International Conference on Image Processing (ICIP), 2013
T. Botterill, R. Green, and S. Mills Finding a vine structure in an image by bottom-up parsing of cane edges ; Image and Vision Computing New Zealand (IVCNZ), 2013
X. Fu, B. Mccane, M. Albert, and S. Mills Action Recognition based on Principal Geodesic Analysis ; Image and Vision Computing New Zealand (IVCNZ), 2013
X. Fu, S. Martin, S. Mills, and B. McCane Improved Spectral Clustering using Adaptive Mahalanobis Distance; Asian Conference on Pattern Recognition (ACPR), 2013
T. Hoermann, S. Mills, M. Paulin and S. Reussenzehn The Design and Calibration of a 3D Motion Capture System for Arthropods ; Image and Vision Computing New Zealand (IVCNZ), 2013
N. Khan and B. McCane, Analysis of Verification Methods for Indoor Image Matching; Asian Conference on Pattern Recognition (ACPR), 2013
N. Khan, B. McCane, and S. Mills 3D versus 2D based indoor image matching analysis on images of low cost mobile devices ; Image and Vision Computing New Zealand (IVCNZ), 2013
K.-C. Leung, D. Eyers, X. Tang, S. Mills, and Z. Huang Investigating large-scale feature matching using the Intel Xeon Phi coprocessor ; Image and Vision Computing New Zealand (IVCNZ), 2013
S. Martin and L. Szymanski Singularity Resolution for Dimension Reduction ; Image and Vision Computing New Zealand (IVCNZ), 2013
M. Mikhisor, G. Wyvill, B. McCane, and S. Mills The Integral Image Method for Fisheye Images ; Image and Vision Computing New Zealand (IVCNZ), 2013
S. Mills, Relative Orientation and Scale for Improved Feature Matching; International Conference on Image Processing (ICIP), 2013
S. Mills, D. Eyers, Z. Huang, K.-C. Leung, and X. Tang, Implementing Automated Photogrammetry for the New Zealand eScience Infrastructure; Spatial Information Research Conference (SIRC) NZ, 2013
S. Mills, D. Eyers, K.-C. Leung, X. Tang, and Z. Huang Large-Scale Feature Matching with Distributed and Heterogeneous Computing ; Image and Vision Computing New Zealand (IVCNZ), 2013
L. Szymanski and B. McCane, Learning in Deep Architectures with Folding Transforms; International Joint Conference on Neural Networks (IJCNN), 2013

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