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ORCIDSteven Mills
Steven J. Mills
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- affiliation: University of Otago, Dunedin, New Zealand
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2020 – today
- 2021
[j21]Xiaogang Yan, Steven Mills, Alistair Knott:
A Neural Network Model for Learning 3D Object Representations Through Haptic Exploration. Frontiers Neurorobotics 15: 639001 (2021)- [c79]Claudia Ott, Steven Mills, Nigel Stanger, Senorita John, Sander Zwanenburg:
Is this Degree for Me?Exploring computing students' study decisions. ACE 2021: 96-105 - [i9]Michael Beyer, Steven Mills:
Preemptive Two-stage Goal-Programming Formulation of a Strict Version of the Unbounded Knapsack Problem with Bounded Weights. CoRR abs/2109.13686 (2021) - [i8]Juncheng Liu, Brendan McCane, Steven Mills:
Learning to Explore by Reinforcement over High-Level Options. CoRR abs/2111.01364 (2021) - 2020
- [j20]Antoni B. Moore
, Ben Kai Daniel, Greg Leonard, Holger Regenbrecht, Judy Rodda, Lewis Baker, Raki Ryan, Steven Mills:
Comparative usability of an augmented reality sandtable and 3D GIS for education. Int. J. Geogr. Inf. Sci. 34(2): 229-250 (2020) - [j19]Jacob Young, Tobias Langlotz, Steven Mills, Holger Regenbrecht:
Mobileportation: Nomadic Telepresence for Mobile Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(2): 65:1-65:16 (2020) - [c78]Juncheng Liu, Steven Mills, Brendan McCane:
RocNet: Recursive Octree Network for Efficient 3D Deep Representation. 3DV 2020: 414-422 - [c77]Yerren van Sint Annaland, Lech Szymanski, Steven Mills:
Predicting Cherry Quality Using Siamese Networks. IVCNZ 2020: 1-6 - [c76]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
CoCoNet: A Collaborative Convolutional Network applied to fine-grained bird species classification. IVCNZ 2020: 1-6 - [c75]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
PProCRC: Probabilistic Collaboration of Image Patches for Fine-grained Classification. IVCNZ 2020: 1-5 - [c74]Juncheng Liu, Steven Mills, Brendan McCane:
Variational Autoencoder for 3D Voxel Compression. IVCNZ 2020: 1-6 - [c73]Finn Petrie, Steven Mills:
Real Time Ray Tracing of Analytic and Implicit Surfaces. IVCNZ 2020: 1-6 - [c72]Lewis Baker, Steven Mills, Stefanie Zollmann, Jonathan Ventura:
CasualStereo: Casual Capture of Stereo Panoramas with Spherical Structure-from-Motion. VR 2020: 782-790 - [c71]Lewis Baker, Jonathan Ventura, Stefanie Zollmann, Steven Mills, Tobias Langlotz:
SPLAT: Spherical Localization and Tracking in Large Spaces. VR 2020: 809-817 - [i7]Juncheng Liu, Steven Mills, Brendan McCane:
RocNet: Recursive Octree Network for Efficient 3D Deep Representation. CoRR abs/2008.03875 (2020)
2010 – 2019
- 2019
- [j18]Holger Regenbrecht, Jung-Woong Park, Claudia Ott, Steven Mills, Matthew Cook, Tobias Langlotz:
Preaching Voxels: An Alternative Approach to Mixed Reality. Frontiers ICT 6: 7 (2019) - [j17]Jacob Young, Tobias Langlotz, Matthew Cook, Steven Mills, Holger Regenbrecht:
Immersive Telepresence and Remote Collaboration using Mobile and Wearable Devices. IEEE Trans. Vis. Comput. Graph. 25(5): 1908-1918 (2019) - [c70]Hamza Bennani, Steven Mills:
A Light in Dark Places - 3D Reconstruction from Stereo Views with a Moving Light Source. IVCNZ 2019: 1-6 - [c69]Joseph Cahill-Lane, Steven Mills, Stuart Duncan:
Body Part Labelling with Minkowski Networks. IVCNZ 2019: 1-6 - [c68]Jung-Woo Noel Park, Steven Mills, Hemi Whaanga, Paora Mato, Robert W. Lindeman, Holger Regenbrecht:
Towards a Māori Telepresence System. IVCNZ 2019: 1-6 - [c67]Finn Petrie, Steven Mills, Hamza Bennani, Richard Walter, Karen Greig:
Stitching Partial 3D Models with an Application to Modelling Stone Flakes. IVCNZ 2019: 1-5 - [i6]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
CoCoNet: A Collaborative Convolutional Network. CoRR abs/1901.09886 (2019) - [i5]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
PProCRC: Probabilistic Collaboration of Image Patches. CoRR abs/1903.09123 (2019) - [i4]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
Distance Metric Learned Collaborative Representation Classifier. CoRR abs/1905.01168 (2019) - 2018
- [j16]Xiaolong Shen, Yong Dou, Steven Mills, David M. Eyers, Huan Feng, Zhiyi Huang:
Distributed sparse bundle adjustment algorithm based on three-dimensional point partition and asynchronous communication. Frontiers Inf. Technol. Electron. Eng. 19(7): 889-904 (2018) - [j15]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
LOOP Descriptor: Local Optimal-Oriented Pattern. IEEE Signal Process. Lett. 25(5): 635-639 (2018) - [j14]Huan Feng, David M. Eyers, Steven Mills, Yongwei Wu, Zhiyi Huang:
Principal Component Analysis Based Filtering for Scalable, High Precision k-NN Search. IEEE Trans. Computers 67(2): 252-267 (2018) - [c66]Steven Mills:
Four- and Seven-Point Relative Camera Pose from Oriented Features. 3DV 2018: 218-227 - [c65]Edward Raff, Jared Sylvester, Steven Mills:
Fair Forests: Regularized Tree Induction to Minimize Model Bias. AIES 2018: 243-250 - [c64]Xiaogang Yan, Alistair Knott, Steven Mills:
A Model for Learning Representations of 3D Objects Through Tactile Exploration: Effects of Object Asymmetries and Landmarks. Australasian Conference on Artificial Intelligence 2018: 271-283 - [c63]Xiaogang Yan, Alistair Knott, Steven Mills:
A neural network model for learning to represent 3D objects via tactile exploration. CogSci 2018 - [c62]Lewis Baker, Stefanie Zollmann, Steven Mills, Tobias Langlotz:
Softposit for Augmented Reality in Complex Environments: Limitations and Challenges. IVCNZ 2018: 1-6 - [c61]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
Fine-grained Collaborative K-Means Clustering. IVCNZ 2018: 1-6 - [c60]Hannah Clark-Younger, Steven Mills, Lech Szymanski:
Stacked Hourglass CNN for Handwritten Character Location. IVCNZ 2018: 1-6 - 2017
- [j13]Tom Botterill, Scott Paulin, Richard D. Green, Samuel Williams, Jessica Lin, Valerie Saxton, Steven Mills, XiaoQi Chen, Sam Corbett-Davies:
A Robot System for Pruning Grape Vines. J. Field Robotics 34(6): 1100-1122 (2017) - [c59]Russel Mesbah, Brendan McCane, Steven Mills, Anthony V. Robins:
Improving Spatial Context in CNNs for Semantic Medical Image Segmentation. ACPR 2017: 25-30 - [c58]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
A Generalised Formulation for Collaborative Representation of Image Patches (GP-CRC). BMVC 2017 - [c57]Russel Mesbah, Brendan McCane, Steven Mills:
Conditional random fields incorporate convolutional neural networks for human eye sclera semantic segmentation. IJCB 2017: 768-773 - [c56]Hamza Bennani, Steven Mills, Richard Walter, Karen Greig:
Photogrammetric debitage analysis: Measuring Maori toolmaking evidence. IVCNZ 2017: 1-6 - [c55]Joseph Cahill-Lane, Steven Mills:
Of mice, men, and machines: Real and artificial deep networks for vision. IVCNZ 2017: 1-6 - [c54]Lech Szymanski, Steven Mills:
CNN for historic handwritten document search. IVCNZ 2017: 1-6 - [i3]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
LOOP Descriptor: Encoding Repeated Local Patterns for Fine-grained Visual Identification of Lepidoptera. CoRR abs/1710.09317 (2017) - [i2]Edward Raff, Jared Sylvester, Steven Mills:
Fair Forests: Regularized Tree Induction to Minimize Model Bias. CoRR abs/1712.08197 (2017) - 2016
- [j12]James Dieffenderfer, Henry Goodell, Steven Mills, Michael McKnight, Shanshan Yao, Feiyan Lin, Eric Beppler, Brinnae Bent, Bongmook Lee, Veena Misra, Yong Zhu, Ömer Oralkan, Jason Strohmaier, John Muth, David B. Peden, Alper Bozkurt:
Low-Power Wearable Systems for Continuous Monitoring of Environment and Health for Chronic Respiratory Disease. IEEE J. Biomed. Health Informatics 20(5): 1251-1264 (2016) - [c53]Huan Feng, David M. Eyers, Steven Mills, Yongwei Wu, Zhiyi Huang:
PCAF: Scalable, High Precision k-NN Search Using Principal Component Analysis Based Filtering. ICPP 2016: 638-647 - [c52]Lewis Baker, Steven Mills, Tobias Langlotz, Carl Rathbone:
Power line detection using Hough transform and line tracing techniques. IVCNZ 2016: 1-6 - [c51]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
Collaborative representation based fine-grained species recognition. IVCNZ 2016: 1-6 - [c50]Rassoul Mesbah, Brendan McCane, Steven Mills:
Deep convolutional encoder-decoder for myelin and axon segmentation. IVCNZ 2016: 1-6 - [c49]Steven Mills, David Green, Nancy Longnecker, James Brundell, Craig J. Rodger, Peter Brook:
Embodied Earth: Experiencing natural phenomena. IVCNZ 2016: 1-6 - [i1]Xiping Fu, Brendan McCane, Steven Mills, Michael Albert, Lech Szymanski:
Auto-JacoBin: Auto-encoder Jacobian Binary Hashing. CoRR abs/1602.08127 (2016) - 2015
- [j11]Nabeel Younus Khan, Brendan McCane, Steven Mills:
Better than SIFT? Mach. Vis. Appl. 26(6): 819-836 (2015) - [j10]Xiaoxin Tang, Zhiyi Huang, David M. Eyers, Steven Mills, Minyi Guo:
Scalable Multicore k-NN Search via Subspace Clustering for Filtering. IEEE Trans. Parallel Distributed Syst. 26(12): 3449-3460 (2015) - [c48]Steven Mills:
Accelerated Relative Camera Pose from Oriented Features. 3DV 2015: 416-424 - [c47]Adrien Jule, Brendan McCane, Alistair Knott, Steven Mills:
Discriminative touch from pressure sensors. ICARA 2015: 279-282 - [c46]Xiaoxin Tang, Zhiyi Huang, David M. Eyers, Steven Mills, Minyi Guo:
Efficient Selection Algorithm for Fast k-NN Search on GPUs. IPDPS 2015: 397-406 - [c45]Jordan Campbell, Steven Mills, Mike Paulin:
Mutual information of image intensity and gradient flux for markerless pose estimation. IVCNZ 2015: 1-6 - [c44]Huan Feng, Steven Mills, David M. Eyers, Xiaolong Shen, Zhiyi Huang:
Optimal space subdivision for parallel approximate nearest neighbour determination. IVCNZ 2015: 1-6 - [c43]Xiping Fu, Brendan McCane, Steven Mills, Michael Albert:
How to select hashing bits? A direct measurement approach. IVCNZ 2015: 1-6 - [c42]Maria Mikhisor, Geoff Wyvill, Brendan McCane, Steven Mills:
Adapting generic trackers for tracking faces. IVCNZ 2015: 1-6 - [c41]Tom Botterill, Matthew Signal, Steven Mills, Richard D. Green:
Design and Calibration of Multi-camera Systems for 3D Computer Vision: Lessons Learnt from Two Case Studies. PSIVT Workshops 2015: 206-219 - 2014
- [c40]Tom Botterill, Richard D. Green, Steven Mills:
A Decision-Theoretic Formulation for Sparse Stereo Correspondence Problems. 3DV 2014: 224-231 - [c39]Xiping Fu, Brendan McCane, Steven Mills, Michael Albert:
NOKMeans: Non-Orthogonal K-means Hashing. ACCV (1) 2014: 162-177 - [c38]Xiaoxin Tang, Steven Mills, David M. Eyers, Kai-Cheung Leung, Zhiyi Huang, Minyi Guo:
Data filtering for scalable high-dimensional k-NN search on multicore systems. HPDC 2014: 305-310 - [c37]Umair Mateen Khan, Steven Mills, Brendan McCane, Andrew Trotman:
Emergent Properties from Feature Co-occurrence in Image Collections. ICPR 2014: 2347-2352 - [c36]Campbell Young, David M. Eyers, Steven Mills:
Parallel and Distributed Mosaic Seamline Estimation. IVCNZ 2014: 37 - [c35]Tom Botterill, Richard D. Green, Steven Mills:
Voxel carving for collision avoidance for a vine pruning robot arm. IVCNZ 2014: 54 - [c34]Steven Mills, Lech Szymanski, Reuben Johnson:
Hierarchical Structure from Motion from Endoscopic Video. IVCNZ 2014: 102 - [c33]Jordan Campbell, Steven Mills, Mike Paulin:
Kinematic Spider Tracking with PoseCut. IVCNZ 2014: 207 - [c32]Steven Mills, Daniel Cury Ribeiro, Gillian Johnson, Ezharzihni Zulkifly:
Principal Component Representations of Chewing Motion. IVCNZ 2014: 218 - [c31]Maria Mikhisor, Geoff Wyvill, Brendan McCane, Steven Mills:
3D Face Tracking in Fisheye Stereo Video Using Particle Filters. IVCNZ 2014: 259 - 2013
- [j9]Tom Botterill, Steven Mills, Richard D. Green:
Correcting Scale Drift by Object Recognition in Single-Camera SLAM. IEEE Trans. Cybern. 43(6): 1767-1780 (2013) - [c30]Xiping Fu, Shawn Martin, Steven Mills, Brendan McCane:
Improved Spectral Clustering Using Adaptive Mahalanobis Distance. ACPR 2013: 171-175 - [c29]Xiaoxin Tang, Steven Mills, David M. Eyers, Kai-Cheung Leung, Zhiyi Huang, Minyi Guo:
Performance Bottlenecks in Manycore Systems: A Case Study on Large Scale Feature Matching within Image Collections. HPCC/EUC 2013: 985-995 - [c28]Tom Botterill, Richard D. Green, Steven Mills:
Detecting structured light patterns in colour images using a support vector machine. ICIP 2013: 1202-1206 - [c27]Steven Mills:
Relative orientation and scale for improved feature matching. ICIP 2013: 3484-3488 - [c26]Xiaoxin Tang, Steven Mills, David M. Eyers, Zhiyi Huang, Kai-Cheung Leung, Minyi Guo:
Performance Tuning on Multicore Systems for Feature Matching within Image Collections. ICPP 2013: 718-727 - [c25]Steven J. Mills, Nabil Aouf, Luis Mejías:
Image Based Visual Servo control for Fixed Wing UAVs tracking linear infrastructure in wind. ICRA 2013: 5769-5774 - [c24]Maria Mikhisor, Geoff Wyvill, Brendan McCane, Steven Mills:
The integral image method for fisheye images. IVCNZ 2013: 1-6 - [c23]Tom Botterill, Richard D. Green, Steven Mills:
Finding a vine's structure by bottom-up parsing of cane edges. IVCNZ 2013: 112-117 - [c22]Kai-Cheung Leung, David M. Eyers, Xiaoxin Tang, Steven Mills, Zhiyi Huang:
Investigating large-scale feature matching using the Intel® Xeon Phi™ coprocessor. IVCNZ 2013: 148-153 - [c21]Steven Mills, David M. Eyers, Kai-Cheung Leung, Xiaoxin Tang, Zhiyi Huang:
Large-scale feature matching with distributed and heterogeneous computing. IVCNZ 2013: 208-213 - [c20]Nabeel Younus Khan, Brendan McCane, Steven Mills:
3D versus 2D based indoor image matching analysis on images from low cost mobile devices. IVCNZ 2013: 253-258 - [c19]Xiping Fu, Brendan McCane, Michael Albert, Steven Mills:
Action recognition based on principal geodesic analysis. IVCNZ 2013: 259-264 - [c18]Tobias J. Hoermann, Steven Mills, Mike Paulin, Stefan Reusenzehn:
The design and calibration of a 3D motion capture system for arthropods. IVCNZ 2013: 265-269 - 2012
- [c17]Tom Botterill, Steven Mills, Richard D. Green, Thomas Lotz:
Optimising Light Source Positions to Minimise Illumination Variation for 3D Vision. 3DIMPVT 2012: 222-229 - [c16]Nabeel Younus Khan, Brendan McCane, Steven Mills:
Vision based indoor scene localization via smart phone. CHINZ 2012: 88 - [c15]Nabeel Younus Khan, Brendan McCane, Steven Mills:
Feature set reduction for image matching in large scale environments. IVCNZ 2012: 67-72 - [c14]Shawn Martin, Vijay Subramanya, Steven Mills:
Using graph layout to generalise focus+context image magnification and distortion. IVCNZ 2012: 97-102 - [c13]Tom Botterill, Richard D. Green, Steven Mills:
Reconstructing partially visible models using stereo vision, structured light, and the g2o framework. IVCNZ 2012: 370-375 - [e1]Brendan McCane, Steven Mills, Jeremiah D. Deng:
Image and Vision Computing New Zealand, IVCNZ '12, Dunedin, New Zealand - November 26 - 28, 2012. ACM 2012, ISBN 978-1-4503-1473-2 [contents] - 2011
- [j8]Phil Bartie, Femke Reitsma, Simon Kingham, Steven Mills:
Incorporating vegetation into visual exposure modelling in urban environments. Int. J. Geogr. Inf. Sci. 25(5): 851-868 (2011) - [j7]Tom Botterill, Steven Mills, Richard D. Green:
Bag-of-words-driven, single-camera simultaneous localization and mapping. J. Field Robotics 28(2): 204-226 (2011) - [j6]Steven J. Mills, Jason J. Ford, Luis Mejías:
Vision Based Control for Fixed Wing UAVs Inspecting Locally Linear Infrastructure Using Skid-to-Turn Maneuvers. J. Intell. Robotic Syst. 61(1-4): 29-42 (2011) - [j5]Phil Bartie, Femke Reitsma, Steven Mills:
A combined GIS and stereo vision approach to identify building pixels in images and determine appropriate color terms. J. Spatial Inf. Sci. 2(1): 59-83 (2011) - [c12]Tom Botterill, Steven Mills, Richard D. Green:
Fast RANSAC Hypothesis Generation for Essential Matrix Estimation. DICTA 2011: 561-566 - [c11]Tom Botterill, Steven Mills, Richard D. Green:
Design and calibration of a hybrid computer vision and structured light 3D imaging system. ICARA 2011: 441-446 - 2010
- [j4]Jaco Fourie, Steven Mills, Richard D. Green:
Harmony filter: A robust visual tracking system using the improved harmony search algorithm. Image Vis. Comput. 28(12): 1702-1716 (2010) - [j3]Steven J. Mills, Marcos P. G. Castro, Zhengrong Li, Jinhai Cai, Ross Hayward, Luis Mejías, Rodney A. Walker:
Evaluation of Aerial Remote Sensing Techniques for Vegetation Management in Power-Line Corridors. IEEE Trans. Geosci. Remote. Sens. 48(9): 3379-3390 (2010) - [j2]Phil Bartie, Femke Reitsma, Simon Kingham, Steven Mills:
Advancing visibility modelling algorithms for urban environments. Comput. Environ. Urban Syst. 34(6): 518-531 (2010) - [p1]Jaco Fourie, Steven Mills, Richard D. Green:
Visual Tracking Using Harmony Search. Recent Advances In Harmony Search Algorithm 2010: 37-50
2000 – 2009
- 2009
- [c10]Tom Botterill, Steven Mills, Richard D. Green:
New Conditional Sampling Strategies for Speeded-Up RANSAC. BMVC 2009: 1-11 - 2007
- [c9]Asad Naeem, Tony P. Pridmore, Steven Mills:
Managing Particle Spread via Hybrid Particle Filter/Kernel Mean Shift Tracking. BMVC 2007: 1-10 - [c8]Martin Tosas, Steven Mills:
Fast adaptable skin colour detection in RGB space. VISAPP (Special Sessions) 2007: 5-10 - 2006
- [j1]Paul Horn, Steven Mills:
Introduction. IBM Syst. J. 45(2): 204- (2006) - [c7]Joe Marshall, Steven Mills, Steve Benford:
Using Object Interactions to Improve Particle Filter Performance. BMVC 2006: 337-346 - 2004
- [c6]Andrew P. French, Steven Mills, Tony P. Pridmore:
Condensation Tracking through a Hough Space. ICPR (4) 2004: 195-198 - 2003
- [c5]Steven Mills, Tony P. Pridmore, Mark Hills:
Tracking in a Hough Space with the Extended Kalman Filter. BMVC 2003: 1-10 - 2000
- [c4]Steven Mills, Kevin Novins:
Motion Segmentation in Long Image Sequences. BMVC 2000: 1-10
1990 – 1999
- 1999
- [c3]Steven Mills, Kevin Novins:
Graph-Based Object Hypothesis. New Zealand Computer Science Research Students' Conference 1999: 46-53 - 1998
- [c2]Ben Galvin, Brendan McCane, Kevin Novins, David Mason, Steven Mills:
Recovering Motion Fields: An Evaluation of Eight Optical Flow Algorithms. BMVC 1998: 1-10 - [c1]Steven Mills, Kevin Novins:
Interval Computations in Computer Vision. IVCNZ 1998: 142-145
Coauthor Index
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