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Steven Mills
Steven J. Mills
Person information
- affiliation: University of Otago, Dunedin, New Zealand
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2020 – today
- 2024
- [j26]Juncheng Liu
, Brendan McCane, Steven Mills:
Learning to explore by reinforcement over high-level options. Mach. Vis. Appl. 35(1): 6 (2024) - [j25]Lewis Baker, Jonathan Ventura
Localization and tracking of stationary users for augmented reality. Vis. Comput. 40(1): 227-244 (2024) - 2023
- [j24]Steven Mills
Respecting and Protecting Cultural Values in an Indigenous Virtual Reality Project. IEEE Technol. Soc. Mag. 42(2): 48-52 (2023) - [c92]Shazia Gul, Wei Hong Lo, Steven Mills, Stefanie Zollmann:
Benchmarking Localization for Augmented Reality in Large Scale Environments. IVCNZ 2023: 1-6 - [c91]Steven Mills:
Relative Feature Orientation Filtering in COLMAP Structure from Motion. IVCNZ 2023: 1-5 - [c90]Muwei Zheng
Case Study: Mapping an E-Voting Based Curriculum to CSEC2017. SIGCSE (1) 2023: 514-520 - 2022
- [j23]Juncheng Liu
RocNet: Recursive octree network for efficient 3D processing. Comput. Vis. Image Underst. 224: 103555 (2022) - [j22]Holger Regenbrecht
Ātea Presence - Enabling Virtual Storytelling, Presence, and Tele-Co-Presence in an Indigenous Setting. IEEE Technol. Soc. Mag. 41(1): 32-42 (2022) - [c89]Leo Venn, Steven Mills
A VR Tool for Labelling 3D Data Sets. IVCNZ 2022: 262-271 - [c88]Jung-Woo Noel Park, Holger Regenbrecht, Stuart Duncan
Mixed Reality Co-Design for Indigenous Culture Preservation & Continuation. VR 2022: 149-157 - 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) - [c87]Claudia Ott, Steven Mills, Nigel Stanger
Is this Degree for Me?Exploring computing students' study decisions. ACE 2021: 96-105 - [c86]Joshua Clarke, Steven Mills:
Sensor Evaluation for Voxel-Based RGB-D SLAM. IVCNZ 2021: 1-6 - [c85]Shazia Gul, Lewis Baker, Ryan Boult, Steven Mills, Stefanie Zollmann
Expert Sample Consensus Applied To Camera Localization for AR Sports Spectators. IVCNZ 2021: 1-6 - [c84]Steven Mills:
Pointing-Based Calibration of a Pointing Interface for Public Displays. IVCNZ 2021: 1-6 - [c83]Steven Mills:
Relative Camera Rotation from a Single Oriented Correspondence. IVCNZ 2021: 1-6 - [c82]Sophie Zareei, Dave Kelbe, Pascal Sirguey, Steven Mills, David M. Eyers:
Virtual ground control for survey-grade terrain modelling from satellite imagery. IVCNZ 2021: 1-6 - [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
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
Mobileportation: Nomadic Telepresence for Mobile Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(2): 65:1-65:16 (2020) - [c81]Juncheng Liu, Steven Mills, Brendan McCane
RocNet: Recursive Octree Network for Efficient 3D Deep Representation. 3DV 2020: 414-422 - [c80]Yerren van Sint Annaland, Lech Szymanski, Steven Mills:
Predicting Cherry Quality Using Siamese Networks. IVCNZ 2020: 1-6 - [c79]Tapabrata Chakraborti, Brendan McCane
CoCoNet: A Collaborative Convolutional Network applied to fine-grained bird species classification. IVCNZ 2020: 1-6 - [c78]Tapabrata Chakraborti, Brendan McCane
PProCRC: Probabilistic Collaboration of Image Patches for Fine-grained Classification. IVCNZ 2020: 1-5 - [c77]Juncheng Liu, Steven Mills, Brendan McCane
Variational Autoencoder for 3D Voxel Compression. IVCNZ 2020: 1-6 - [c76]Finn Petrie, Steven Mills:
Real Time Ray Tracing of Analytic and Implicit Surfaces. IVCNZ 2020: 1-6 - [c75]Lewis Baker, Steven Mills, Stefanie Zollmann
CasualStereo: Casual Capture of Stereo Panoramas with Spherical Structure-from-Motion. VR 2020: 782-790 - [c74]Lewis Baker, Jonathan Ventura, Stefanie Zollmann
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
Preaching Voxels: An Alternative Approach to Mixed Reality. Frontiers ICT 6: 7 (2019) - [j17]Jacob Young
Immersive Telepresence and Remote Collaboration using Mobile and Wearable Devices. IEEE Trans. Vis. Comput. Graph. 25(5): 1908-1918 (2019) - [c73]Hamza Bennani, Steven Mills:
A Light in Dark Places - 3D Reconstruction from Stereo Views with a Moving Light Source. IVCNZ 2019: 1-6 - [c72]Joseph Cahill-Lane, Steven Mills, Stuart Duncan
Body Part Labelling with Minkowski Networks. IVCNZ 2019: 1-6 - [c71]Jung-Woo Noel Park, Steven Mills, Hemi Whaanga, Paora Mato, Robert W. Lindeman
Towards a Māori Telepresence System. IVCNZ 2019: 1-6 - [c70]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
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
LOOP Descriptor: Local Optimal-Oriented Pattern. IEEE Signal Process. Lett. 25(5): 635-639 (2018) - [j14]Huan Feng
Principal Component Analysis Based Filtering for Scalable, High Precision k-NN Search. IEEE Trans. Computers 67(2): 252-267 (2018) - [c69]Steven Mills
Four- and Seven-Point Relative Camera Pose from Oriented Features. 3DV 2018: 218-227 - [c68]Edward Raff, Jared Sylvester, Steven Mills:
Fair Forests: Regularized Tree Induction to Minimize Model Bias. AIES 2018: 243-250 - [c67]Xiaogang Yan, Alistair Knott
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 - [c66]Xiaogang Yan, Alistair Knott, Steven Mills:
A neural network model for learning to represent 3D objects via tactile exploration. CogSci 2018 - [c65]Lewis Baker, Stefanie Zollmann
Softposit for Augmented Reality in Complex Environments: Limitations and Challenges. IVCNZ 2018: 1-6 - [c64]Tapabrata Chakraborti, Brendan McCane
Fine-grained Collaborative K-Means Clustering. IVCNZ 2018: 1-6 - [c63]Hannah Clark-Younger, Steven Mills
Stacked Hourglass CNN for Handwritten Character Location. IVCNZ 2018: 1-6 - 2017
- [j13]Tom Botterill
A Robot System for Pruning Grape Vines. J. Field Robotics 34(6): 1100-1122 (2017) - [c62]Russel Mesbah, Brendan McCane
Improving Spatial Context in CNNs for Semantic Medical Image Segmentation. ACPR 2017: 25-30 - [c61]Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
A Generalised Formulation for Collaborative Representation of Image Patches (GP-CRC). BMVC 2017 - [c60]Russel Mesbah, Brendan McCane
Conditional random fields incorporate convolutional neural networks for human eye sclera semantic segmentation. IJCB 2017: 768-773 - [c59]Steven Mills, Bongmook Lee
Room temperature ozone and humidity response evolution of atomic layer deposited SnO2 sensors. IEEE SENSORS 2017: 1-3 - [c58]Hamza Bennani, Steven Mills
Photogrammetric debitage analysis: Measuring Maori toolmaking evidence. IVCNZ 2017: 1-6 - [c57]Joseph Cahill-Lane, Steven Mills
Of mice, men, and machines: Real and artificial deep networks for vision. IVCNZ 2017: 1-6 - [c56]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
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) - [c55]Huan Feng, David M. Eyers
PCAF: Scalable, High Precision k-NN Search Using Principal Component Analysis Based Filtering. ICPP 2016: 638-647 - [c54]Michael Lim
Metal oxide gas sensing characterization by low frequency noise spectroscopy. IEEE SENSORS 2016: 1-3 - [c53]Akhilesh Tanneeru
Room temperature sensing of VOCs by atomic layer deposition of metal oxide. IEEE SENSORS 2016: 1-3 - [c52]Lewis Baker, Steven Mills
Power line detection using Hough transform and line tracing techniques. IVCNZ 2016: 1-6 - [c51]Tapabrata Chakraborti
Collaborative representation based fine-grained species recognition. IVCNZ 2016: 1-6 - [c50]Rassoul Mesbah, Brendan McCane
Deep convolutional encoder-decoder for myelin and axon segmentation. IVCNZ 2016: 1-6 - [c49]Steven Mills
Embodied Earth: Experiencing natural phenomena. IVCNZ 2016: 1-6 - [d1]Xiping Fu, Brendan McCane, Steven Mills, Michael H. Albert, Lech Szymanski:
SIFT10M. UCI Machine Learning Repository, 2016 - [i1]Xiping Fu, Brendan McCane, Steven Mills, Michael H. Albert, Lech Szymanski:
Auto-JacoBin: Auto-encoder Jacobian Binary Hashing. CoRR abs/1602.08127 (2016) - 2015
- [j11]Nabeel Younus Khan, Brendan McCane
Better than SIFT? Mach. Vis. Appl. 26(6): 819-836 (2015) - [j10]Xiaoxin Tang, Zhiyi Huang, David M. Eyers
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
Discriminative touch from pressure sensors. ICARA 2015: 279-282 - [c46]Xiaoxin Tang, Zhiyi Huang, David M. Eyers
Efficient Selection Algorithm for Fast k-NN Search on GPUs. IPDPS 2015: 397-406 - [c45]Jordan Campbell, Steven Mills
Mutual information of image intensity and gradient flux for markerless pose estimation. IVCNZ 2015: 1-6 - [c44]Huan Feng, Steven Mills
Optimal space subdivision for parallel approximate nearest neighbour determination. IVCNZ 2015: 1-6 - [c43]Xiping Fu, Brendan McCane
How to select hashing bits? A direct measurement approach. IVCNZ 2015: 1-6 - [c42]Maria Mikhisor, Geoff Wyvill, Brendan McCane
Adapting generic trackers for tracking faces. IVCNZ 2015: 1-6 - [c41]Tom Botterill, Matthew Signal, Steven Mills
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
A Decision-Theoretic Formulation for Sparse Stereo Correspondence Problems. 3DV 2014: 224-231 - [c39]Xiping Fu, Brendan McCane
NOKMeans: Non-Orthogonal K-means Hashing. ACCV (1) 2014: 162-177 - [c38]Xiaoxin Tang, Steven Mills
Data filtering for scalable high-dimensional k-NN search on multicore systems. HPDC 2014: 305-310 - [c37]Umair Mateen Khan, Steven Mills
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
Voxel carving for collision avoidance for a vine pruning robot arm. IVCNZ 2014: 54 - [c34]Steven Mills
Hierarchical Structure from Motion from Endoscopic Video. IVCNZ 2014: 102 - [c33]Jordan Campbell, Steven Mills
Kinematic Spider Tracking with PoseCut. IVCNZ 2014: 207 - [c32]Steven Mills
Principal Component Representations of Chewing Motion. IVCNZ 2014: 218 - [c31]Maria Mikhisor, Geoff Wyvill, Brendan McCane
3D Face Tracking in Fisheye Stereo Video Using Particle Filters. IVCNZ 2014: 259 - 2013
- [j9]Tom Botterill
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
Improved Spectral Clustering Using Adaptive Mahalanobis Distance. ACPR 2013: 171-175 - [c29]Xiaoxin Tang, Steven Mills
Performance Bottlenecks in Manycore Systems: A Case Study on Large Scale Feature Matching within Image Collections. HPCC/EUC 2013: 985-995 - [c28]Tom Botterill
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
Performance Tuning on Multicore Systems for Feature Matching within Image Collections. ICPP 2013: 718-727 - [c25]Steven J. Mills
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
The integral image method for fisheye images. IVCNZ 2013: 1-6 - [c23]Tom Botterill
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
Investigating large-scale feature matching using the Intel® Xeon Phi™ coprocessor. IVCNZ 2013: 148-153 - [c21]Steven Mills
Large-scale feature matching with distributed and heterogeneous computing. IVCNZ 2013: 208-213 - [c20]Nabeel Younus Khan, Brendan McCane
3D versus 2D based indoor image matching analysis on images from low cost mobile devices. IVCNZ 2013: 253-258 - [c19]Xiping Fu, Brendan McCane
Action recognition based on principal geodesic analysis. IVCNZ 2013: 259-264 - [c18]Tobias J. Hoermann, Steven Mills
The design and calibration of a 3D motion capture system for arthropods. IVCNZ 2013: 265-269 - 2012
- [c17]Tom Botterill
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
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
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
Incorporating vegetation into visual exposure modelling in urban environments. Int. J. Geogr. Inf. Sci. 25(5): 851-868 (2011) - [j7]Tom Botterill
Bag-of-words-driven, single-camera simultaneous localization and mapping. J. Field Robotics 28(2): 204-226 (2011) - [j6]Steven J. Mills
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
Fast RANSAC Hypothesis Generation for Essential Matrix Estimation. DICTA 2011: 561-566 - [c11]Tom Botterill
Design and calibration of a hybrid computer vision and structured light 3D imaging system. ICARA 2011: 441-446 - 2010
- [j4]Jaco Fourie
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
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
Advancing visibility modelling algorithms for urban environments. Comput. Environ. Urban Syst. 34(6): 518-531 (2010) - [p1]Jaco Fourie
Visual Tracking Using Harmony Search. Recent Advances In Harmony Search Algorithm 2010: 37-50
2000 – 2009
- 2009
- [c10]Tom Botterill
New Conditional Sampling Strategies for Speeded-Up RANSAC. BMVC 2009: 1-11 - 2007
- [c9]Asad Naeem
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
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
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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