Ensembles of Compact, Region-specific & Regularized Spiking Neural Networks for Scalable Place Recognition

Somayeh Hussaini, Michael Milford, Tobias Fischer (2023) Ensembles of Compact, Region-specific & Regularized Spiking Neural Networks for Scalable Place Recognition. IEEE International Conference on Robotics and Automation.
FSNet: A Failure Detection Framework for Semantic Segmentation
Rahman, Quazi Marufur, Sunderhauf, Niko, Corke, Peter, Dayoub, Feras (2022) FSNet: A Failure Detection Framework for Semantic Segmentation IEEE Robotics and Automation Letters, 7 (2), pp.3030-3037.
citations on Scopus
Predicting Canopy Chlorophyll Content in Sugarcane Crops Using Machine Learning Algorithms and Spectral Vegetation Indices Derived from UAV Multispectral Imagery

Narmilan, A.; Gonzalez, F.; Salgadoe, A.S.A.; Kumarasiri, U.W.L.M.; Weerasinghe, H.A.S.; Kulasekara, B.R. (2022) Predicting Canopy Chlorophyll Content in Sugarcane Crops Using Machine Learning Algorithms and Spectral Vegetation Indices Derived from UAV Multispectral Imagery. Remote Sensing.
A review of UAV platforms, sensors, and applications for monitoring of sugarcane crops

Narmilan, A. S. Ashan Salgadoe, K. Powell, L. F. Gonzalez, and S. Natarajan (2022) A review of UAV platforms, sensors, and applications for monitoring of sugarcane crops. Remote Sensing Applications: Society and Environment.
A Holistic Approach to Reactive Mobile Manipulation
Haviland, Jesse, Sunderhauf, Niko, Corke, Peter (2022) A Holistic Approach to Reactive Mobile Manipulation IEEE Robotics and Automation Letters, 7 (2), pp.3122-3129.
citations on Web of Science
citations on Scopus
Spiking Neural Networks for Visual Place Recognition Via Weighted Neuronal Assignments
Hussaini, Somayeh, Milford, Michael, Fischer, Tobias (2022) Spiking Neural Networks for Visual Place Recognition Via Weighted Neuronal Assignments IEEE Robotics and Automation Letters, 7 (2), pp.4094-4101.
citations on Web of Science
citations on Scopus
MultiRes-NetVLAD: Augmenting Place Recognition Training with Low-Resolution Imagery
Khaliq, Ahmad, Milford, Michael, Garg, Sourav (2022) MultiRes-NetVLAD: Augmenting Place Recognition Training with Low-Resolution Imagery IEEE Robotics and Automation Letters, 7 (2), pp.3882-3889.
citations on Web of Science
citations on Scopus
Improving Road Segmentation in Challenging Domains Using Similar Place Priors
Malone, Connor, Garg, Sourav, Xu, Ming, Peynot, Thierry, Milford, Michael (2022) Improving Road Segmentation in Challenging Domains Using Similar Place Priors IEEE Robotics and Automation Letters, 7 (2), pp.3555-3562.
citations on Web of Science
citations on Scopus
Sample-Efficient Learning of Deformable Linear Object Manipulation in the Real World Through Self-Supervision

Lee, Robert, Hamaya, Masashi, Murooka, Takayuki, Ijiri, Yoshihisa, Corke, Peter (2022) Sample-Efficient Learning of Deformable Linear Object Manipulation in the Real World Through Self-Supervision IEEE Robotics and Automation Letters, 7 (1), pp.573-580.
1 citations on Web of Science
1 citations on Scopus
Uncertainty for identifying open-set errors in visual object detection
Miller, Dimity, Sunderhauf, Niko, Milford, Michael, Dayoub, Feras (2022) Uncertainty for identifying open-set errors in visual object detection IEEE Robotics and Automation Letters, 7 (1), pp.215-222.
citations on Web of Science
citations on Scopus
Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion

Priyasad, Darshana, Fernando, Tharindu, Denman, Simon, Sridharan, Sridha, Fookes, Clinton (2022) Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion Knowledge-Based Systems, 250, pp.Article number: 109038.
citations on Web of Science
citations on Scopus
Binary Neural Networks for Memory-Efficient and Effective Visual Place Recognition in Changing Environments
Ferrarini, Bruno, Milford, Michael J., McDonald-Maier, Klaus D., Ehsan, Shoaib (2022) Binary Neural Networks for Memory-Efficient and Effective Visual Place Recognition in Changing Environments IEEE Transactions on Robotics, 38 (4), pp.2617-2631.
2 citations on Web of Science
citations on Scopus
Optimization Over Time-Varying Networks and Unbounded Information Delays
Ramaswamy, Arunselvan, Redder, Adrian, Quevedo, Daniel E. (2022) Optimization Over Time-Varying Networks and Unbounded Information Delays IEEE Transactions on Automatic Control, 67 (8), pp.4131-4137.
citations on Web of Science
1 citations on Scopus
Transmission Power Policies for Energy-Efficient Wireless Control of Nonlinear Systems
Varma, Vineeth S., Postoyan, Romain, Quevedo, Daniel E., Morarescu, Irinel Constantin (2022) Transmission Power Policies for Energy-Efficient Wireless Control of Nonlinear Systems IEEE Transactions on Automatic Control.
citations on Scopus
Developing Cooperative Policies for Multi-Stage Reinforcement Learning Tasks

Erskine, Jordan, Lehnert, Christopher (2022) Developing Cooperative Policies for Multi-Stage Reinforcement Learning Tasks IEEE Robotics and Automation Letters, 7 (3), pp.6590-6597.
citations on Web of Science
citations on Scopus
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings

Fernando, Tharindu, Sridharan, Sridha, Denman, Simon, Ghaemmaghami, Houman, Fookes, Clinton (2022) Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings IEEE Journal of Biomedical and Health Informatics, 26 (7), pp.2898-2908.
1 citations on Web of Science
citations on Scopus
Visibility Maximization Controller for Robotic Manipulation
He, Kerry, Newbury, Rhys, Tran, Tin, Haviland, Jesse, Burgess-Limerick, Ben, Kulic, Dana, Corke, Peter, Cosgun, Akansel (2022) Visibility Maximization Controller for Robotic Manipulation IEEE Robotics and Automation Letters, 7 (3), pp.8479-8486.
citations on Scopus
Point Label Aware Superpixels for Multi-Species Segmentation of Underwater Imagery
Raine, Scarlett, Marchant, Ross, Kusy, Brano, Maire, Frederic, Fischer, Tobias (2022) Point Label Aware Superpixels for Multi-Species Segmentation of Underwater Imagery IEEE Robotics and Automation Letters, 7 (3), pp.8291-8298.
citations on Web of Science
citations on Scopus
Practical consensus-based formation control for quadrotor systems

Steinlietner, Andreas, Ballam, Robert, Mcfadyen, Aaron (2022) Practical consensus-based formation control for quadrotor systems International Conference on Unmanned Aircraft Systems (ICUAS).
A RoboStack Tutorial : Using the Robot Operating System Alongside the Conda and Jupyter Data Science Ecosystems

Fischer, Tobias, Vollprecht, Wolf Kristian, Traversaro, Silvio, Yen, Sean, Herrero, Carlos, Milford, Michael J. (2022) A RoboStack Tutorial : Using the Robot Operating System Alongside the Conda and Jupyter Data Science Ecosystems IEEE Robotics and Automation Magazine, 29 (2), pp.65-74.
citations on Web of Science
citations on Scopus
Remote State Estimation with Smart Sensors over Markov Fading Channels
Liu, Wanchun, Quevedo, Daniel E., Li, Yonghui, Johansson, Karl H., Vucetic, Branka (2022) Remote State Estimation with Smart Sensors over Markov Fading Channels IEEE Transactions on Automatic Control, 67 (6), pp.2743-2757.
1 citations on Web of Science
1 citations on Scopus
Design of a focused light field fundus camera for retinal imaging

Coppin, Thomas, Palmer, Douglas W., Rana, Krishan, Dansereau, Donald G., Collins, Michael J., Atchison, David A., Roberts, Jonathan, Crawford, Ross, Jaiprakash, Anjali (2022) Design of a focused light field fundus camera for retinal imaging Signal Processing: Image Communication, 109, pp.Article number: 116869.
citations on Web of Science
citations on Scopus
Predicting to Improve: Integrity Measures for Assessing Visual Localization Performance
Carson, Helen, Ford, Jason J., Milford, Michael (2022) Predicting to Improve: Integrity Measures for Assessing Visual Localization Performance IEEE Robotics and Automation Letters, 7 (4), pp.9627-9634.
1 citations on Web of Science
citations on Scopus
How Many Events Do You Need? Event-Based Visual Place Recognition Using Sparse But Varying Pixels
Fischer, Tobias, Milford, Michael (2022) How Many Events Do You Need? Event-Based Visual Place Recognition Using Sparse But Varying Pixels IEEE Robotics and Automation Letters, 7 (4), pp.12275-12282.
citations on Web of Science
citations on Scopus
Improving Worst Case Visual Localization Coverage Via Place-Specific Sub-Selection in Multi-Camera Systems
Hausler, Stephen, Xu, Ming, Garg, Sourav, Chakravarty, Punarjay, Shrivastava, Shubham, Vora, Ankit, Milford, Michael (2022) Improving Worst Case Visual Localization Coverage Via Place-Specific Sub-Selection in Multi-Camera Systems IEEE Robotics and Automation Letters, 7 (4), pp.10112-10119.
citations on Web of Science
citations on Scopus
End-to-End Design of Bespoke, Dexterous Snake-Like Surgical Robots : A Case Study With the RAVEN II

Razjigaev, Andrew, Pandey, Ajay K., Howard, David, Roberts, Jonathan, Wu, Liao (2022) End-to-End Design of Bespoke, Dexterous Snake-Like Surgical Robots : A Case Study With the RAVEN II IEEE Transactions on Robotics, 38 (5), pp.2827-2840.
1 citations on Web of Science
citations on Scopus
Learning and Executing Re-Usable Behaviour Trees From Natural Language Instruction

Suddrey, Gavin, Talbot, Ben, Maire, Frederic (2022) Learning and Executing Re-Usable Behaviour Trees From Natural Language Instruction IEEE Robotics and Automation Letters, 7 (4), pp.10643-10650.
citations on Web of Science
citations on Scopus
Spiking Neural Networks for Visual Place Recognition Via Weighted Neuronal Assignments
Hussaini, Somayeh, Milford, Michael, Fischer, Tobias (2022) Spiking Neural Networks for Visual Place Recognition Via Weighted Neuronal Assignments IEEE Robotics and Automation Letters, 7 (2), pp.4094-4101.
citations on Web of Science
citations on Scopus
Robot navigation in unseen spaces using an abstract map
Talbot, Ben, Dayoub, Feras, Corke, Peter, Wyeth, Gordon (2021) Robot navigation in unseen spaces using an abstract map IEEE Transactions on Cognitive and Developmental Systems, 13 (4), pp.791 - 805.
1 citations on Web of Science
1 citations on Scopus
Drone-Based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty
Sandino, Juan, Maire, Frederic, Caccetta, Peter, Sanderson, Conrad, Gonzalez, Luis Felipe (2021) Drone-Based Autonomous Motion Planning System for Outdoor Environments under Object Detection Uncertainty Remote Sensing, 13 (21), pp.Article number: 4481.
citations on Web of Science
citations on Scopus
Bayesian Experimental Design With Application to Dynamical Vehicle Models
Cooper, Matthew, McGree, James, Molloy, Timothy, Ford, Jason (2021) Bayesian Experimental Design With Application to Dynamical Vehicle Models IEEE Transactions on Robotics, 37 (5), pp.1844-1851.
citations on Web of Science
citations on Scopus
Probabilistic Appearance-Invariant Topometric Localization with New Place Awareness
Xu, Ming, Fischer, Tobias, Sünderhauf, Niko, Milford, Michael (2021) Probabilistic Appearance-Invariant Topometric Localization with New Place Awareness IEEE Robotics and Automation Letters, 6 (4), pp.Article number: 94847286985-6992.
1 citations on Web of Science
1 citations on Scopus
Where Is Your Place, Visual Place Recognition?

Garg, Sourav, Fischer, Tobias, Milford, Michael, Zhou, Zhi-Hua (2021) Where Is Your Place, Visual Place Recognition? Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21), pp.4416-4425.
Image-Based Indoor Topological Navigation with Collision Avoidance for Resource-Constrained Mobile Robots

Bista, Suman Raj, Ward, Belinda, Corke, Peter (2021) Image-Based Indoor Topological Navigation with Collision Avoidance for Resource-Constrained Mobile Robots Journal of Intelligent and Robotic Systems, 102 (3), pp.Article number: 55.
citations on Web of Science
citations on Scopus
SeqNet: Learning Descriptors for Sequence-Based Hierarchical Place Recognition

Garg, Sourav, Milford, Michael (2021) SeqNet: Learning Descriptors for Sequence-Based Hierarchical Place Recognition IEEE Robotics and Automation Letters, 6 (3), pp.Article number: 93820764305-4312.
2 citations on Web of Science
2 citations on Scopus
Supervised Scene Illumination Control in Stereo Arthroscopes for Robot Assisted Minimally Invasive Surgery
Ali, Shahnewaz, Jonmohamadi, Yaqub, Takeda, Yu, Roberts, Jonathan, Crawford, Ross, Pandey, Ajay K. (2021) Supervised Scene Illumination Control in Stereo Arthroscopes for Robot Assisted Minimally Invasive Surgery IEEE Sensors Journal, 21 (10), pp.Article number: 925620311577-11587.
1 citations on Web of Science
1 citations on Scopus
String stable integral control design for vehicle platoons with disturbances

Froes Silva, Guilherme, Donaire, Alejandro, Mcfadyen, Aaron, Ford, Jason (2021) String stable integral control design for vehicle platoons with disturbances Automatica, 127, pp.Article number: 109542.
3 citations on Web of Science
4 citations on Scopus
On the tuning of a nonlinear energy-based regulator for the positioning of a fully actuated surface marine craft
Kazantzidou, Christina, Perez, Tristan, Valentinis, Francis, Donaire, Alejandro (2021) On the tuning of a nonlinear energy-based regulator for the positioning of a fully actuated surface marine craft IET Control Theory and Applications, 15 (6), pp.850-860.
1 citations on Web of Science
citations on Scopus
An evaluation of a video magnification-based system for respiratory rate monitoring in an acute mental health setting

Laurie, Jordan, Higgins, Niall, Peynot, Thierry, Fawcett, Lisa, Roberts, Jonathan (2021) An evaluation of a video magnification-based system for respiratory rate monitoring in an acute mental health setting International Journal of Medical Informatics, 148, pp.Article number: 104378.
1 citations on Web of Science
1 citations on Scopus
Intelligent Reference Curation for Visual Place Recognition via Bayesian Selective Fusion

Molloy, Timothy L., Fischer, Tobias, Milford, Michael J., Nair, Girish (2021) Intelligent Reference Curation for Visual Place Recognition via Bayesian Selective Fusion IEEE Robotics and Automation Letters, 6 (2), pp.Article number: 9310189588-595.
citations on Web of Science
citations on Scopus
Unsupervised selection of optimal operating parameters for visual place recognition algorithms using Gaussian mixture models
Mount, James, Xu, Ming, Dawes, Les, Milford, Michael (2021) Unsupervised selection of optimal operating parameters for visual place recognition algorithms using Gaussian mixture models IEEE Robotics and Automation Letters, 6 (2), pp.Article number: 9286542343-350.
1 citations on Web of Science
1 citations on Scopus
Probabilistic Visual Place Recognition for Hierarchical Localization
Xu, Ming, Sünderhauf, Niko, Milford, Michael (2021) Probabilistic Visual Place Recognition for Hierarchical Localization IEEE Robotics and Automation Letters, 6 (2), pp.Article number: 9268070311-318.
2 citations on Web of Science
1 citations on Scopus
Incorporating Hierarchical Information for UAV based Semantic Mapping
Mandel, Nicolas, Milford, Michael, Gonzalez, Luis Felipe (2021) Incorporating Hierarchical Information for UAV based Semantic Mapping Proceedings of the 2021 IEEE Aerospace Conference, IEEE Aerospace Conference Proceedings, pp.1-11.
citations on Web of Science
citations on Scopus
UAV and AI Application for Runway Foreign Object Debris (FOD) Detection

Papadopoulos, Ellena, Gonzalez, Luis Felipe (2021) UAV and AI Application for Runway Foreign Object Debris (FOD) Detection Proceedings of the 2021 IEEE Aerospace Conference, IEEE Aerospace Conference Proceedings.
citations on Web of Science
citations on Scopus
Run-Time Monitoring of Machine Learning for Robotic Perception: A Survey of Emerging Trends
Rahman, Quazi Marufur, Corke, Peter, Dayoub, Feras (2021) Run-Time Monitoring of Machine Learning for Robotic Perception: A Survey of Emerging Trends IEEE Access, 9, pp.20067-20075.
3 citations on Web of Science
citations on Scopus
Embedded computation architectures for autonomy in Unmanned Aircraft Systems (UAS)
Mejias, Luis, Diguet, Jean Philippe, Dezan, Catherine, Campbell, Duncan, Kok, Jonathan, Coppin, Gilles (2021) Embedded computation architectures for autonomy in Unmanned Aircraft Systems (UAS) Sensors (Switzerland), 21 (4), pp.Article number: 1115.
citations on Web of Science
citations on Scopus
Air quality during and after the Commonwealth Games 2018 in Australia: Multiple benefits of monitoring
Kuhn, Tara, Jayaratne, Rohan, Thai, Phong K., Christensen, Bryce, Liu, Xiaoting, Dunbabin, Matthew, Lamont, Riki, Zing, Isak, Wainwright, David, Witte, Christian, et al. (2021) Air quality during and after the Commonwealth Games 2018 in Australia: Multiple benefits of monitoring Journal of Aerosol Science, 152, pp.Article number: 105707.
2 citations on Web of Science
4 citations on Scopus
The effect of cold-start emissions on the diurnal variation of carbon monoxide concentration in a city centre
Jayaratne, Rohan, Thai, Phong, Christensen, Bryce, Liu, Xiaoting, Zing, Isak, Lamont, Riki, Dunbabin, Matthew, Dawkins, Laura, Bertrand, Lidwina, Morawska, Lidia (2021) The effect of cold-start emissions on the diurnal variation of carbon monoxide concentration in a city centre Atmospheric Environment, 245, pp.Article number: 118035.
3 citations on Web of Science
3 citations on Scopus
Control of underactuated marine crafts with matched disturbances
Kennedy, Justin, Donaire, Alejandro, Ford, Jason (2021) Control of underactuated marine crafts with matched disturbances International Journal of Control.
citations on Web of Science
citations on Scopus
What localizes beneath: A metric multisensor localization and mapping system for autonomous underground mining vehicles

Jacobson, Adam, Zeng, Fan, Smith, David, Boswell, Nigel, Peynot, Thierry, Milford, Michael (2021) What localizes beneath: A metric multisensor localization and mapping system for autonomous underground mining vehicles Journal of Field Robotics, 38 (1), pp.5-27.
1 citations on Web of Science
2 citations on Scopus
Class Anchor Clustering: A Loss for Distance-based Open Set Recognition
Miller, Dimity, Sünderhauf, Niko, Milford, Michael, Dayoub, Feras (2021) Class Anchor Clustering: A Loss for Distance-based Open Set Recognition Proceedings of the 2021 Winter Conference on Applications of Computer Vision (WACV '21), Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021, pp.3569-3577.
2 citations on Web of Science
3 citations on Scopus
Keypoint-Aligned Embeddings for Image Retrieval and Re-Identification
Moskvyak, Olga, Maire, Frederic, Dayoub, Feras, Baktashmotlagh, Mahsa (2021) Keypoint-Aligned Embeddings for Image Retrieval and Re-Identification Proceedings of the 2021 Winter Conference on Applications of Computer Vision (WACV '21), Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021, pp.676-685.
1 citations on Web of Science
1 citations on Scopus
Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During Deployment
Rahman, Quazi Marufur, Sünderhauf, Niko, Dayoub, Feras (2021) Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During Deployment Proceedings of the 2021 IEEE Winter Conference on Applications of Computer Vision Workshops (WACVW 2021), Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2021, pp.152-160.
2 citations on Web of Science
2 citations on Scopus
Object-Independent Human-to-Robot Handovers Using Real Time Robotic Vision
Rosenberger, Patrick, Cosgun, Akansel, Newbury, Rhys, Kwan, Jun, Ortenzi, Valerio, Corke, Peter, Grafinger, Manfred (2021) Object-Independent Human-to-Robot Handovers Using Real Time Robotic Vision IEEE Robotics and Automation Letters, 6 (1), pp.Article number: 920604817-23.
5 citations on Web of Science
8 citations on Scopus
Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks

Jack, Dominic, Maire, Frederic, Denman, Simon, Eriksson, Anders, Ishikawa, Hiroshi, Liu, Cheng-Lin, Pajdla, Tomas, Shi, Jianbo (2021) Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks Computer Vision - ACCV 2020: 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30 - December 4, 2020, Revised Selected Papers, Part I, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp.400-416.
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Critic Guided Segmentation of Rewarding Objects in First-Person Views

Melnik, Andrew, Harter, Augustin, Limberg, Christian, Rana, Krishan, Sünderhauf, Niko, Ritter, Helge, Edelkamp, Stefan, Möller, Ralf, Rueckert, Elmar (2021) Critic Guided Segmentation of Rewarding Objects in First-Person Views KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Proceedings, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp.338-348.
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Semi-supervised Keypoint Localization

Moskvyak, Olga, Maire, Frederic, Dayoub, Feras, Baktashmotlagh, Mahsa (2021) Semi-supervised Keypoint Localization Proceedings of the 9th International Conference on Learning Representations, ICLR 2021.
Early bird: Loop closures from opposing viewpoints for perceptually-aliased indoor environments
Tourani, Satyajit, Desai, Dhagash, Parihar, Udit Singh, Garg, Sourav, Sarvadevabhatla, Ravi Kiran, Milford, Michael, Krishna, K. Madhava, Farinella, Giovanni Maria, Radeva, Petia, Braz, Jose, et al. (2021) Early bird: Loop closures from opposing viewpoints for perceptually-aliased indoor environments Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications.Vol. 5., pp.409-416.
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Testing literature-based health experience insight cards in a healthcare service co-design workshop
Villalba, Clare, Jaiprakash, Anjali, Donovan, Jared, Roberts, Jonathan, Crawford, Ross (2021) Testing literature-based health experience insight cards in a healthcare service co-design workshop CoDesign, 17 (1), pp.70-82.
1 citations on Web of Science
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VarifocalNet: An IoU-aware Dense Object Detector
Zhang, Haoyang, Wang, Ying, Dayoub, Feras, Sünderhauf, Niko (2021) VarifocalNet: An IoU-aware Dense Object Detector Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.8510-8519.
5 citations on Scopus
Low-cost PM2.5 sensors: An assessment of their suitability for various applications
Jayaratne, Rohan, Liu, Xiaoting, Ahn, Kang Ho, Asumadu-Sakyi, Akwasi, Fisher, Gavin, Gao, Jian, Mabon, Adrian, Mazaheri, Mandana, Mullins, Benjamin, Nyaku, Mawutorli, et al. (2020) Low-cost PM2.5 sensors: An assessment of their suitability for various applications Aerosol and Air Quality Research, 20 (3), pp.520-532.
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Deep learning for US image quality assessment based on femoral cartilage boundaries detection in autonomous knee arthroscopy
Antico, Maria, Vukovic, Damjan, Camps, Saskia M, Sasazawa, Fumio, Takeda, Yu, Le, Anh T H, Jaiprakash, Anjali T, Roberts, Jonathan, Crawford, Ross, Fontanarosa, Davide, et al. (2020) Deep learning for US image quality assessment based on femoral cartilage boundaries detection in autonomous knee arthroscopy IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, pp.1-8.
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Design tensions: Exploring the negotiation of tensions when living with type 2 diabetes

Villalba, Clare, Donovan, Jared, Askew, Deborah, Roberts, Jonathan, Crawford, Ross, Jaiprakash, Anjali (2020) Design tensions: Exploring the negotiation of tensions when living with type 2 diabetes Design for Health, 4 (2), pp.193–212.
Robotic and image-guided knee arthroscopy

Wu, Leo, Jaiprakash, Anjali, Pandey, Ajay, Fontanarosa, Davide, Jonmohamadi, Yaqub, Antico, Maria, Strydom, Mario, Razjigaev, Andrew, Sasazawa, Fumio, Roberts, Jonathan, et al. (2020) Robotic and image-guided knee arthroscopy Handbook of robotic and image-guided surgery, pp.493-514.
Color and depth sensing sensor technologies for robotics and machine vision

Ali, Shahnewaz, Pandey, Ajay K., Sergiyenko, Oleg, Flores-Fuentes, Wendy, Mercorelli, Paolo (2020) Color and depth sensing sensor technologies for robotics and machine vision Machine Vision and Navigation, pp.59-86.
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Image and signal sensors for computing and machine vision: Developments to meet future needs

Jansen-van Vuuren, Ross D., Ali, Shahnewaz, Pandey, Ajay K., Sergiyenko, Oleg, Flores-Fuentes, Wendy, Mercorelli, Paolo (2020) Image and signal sensors for computing and machine vision: Developments to meet future needs Machine Vision and Navigation, pp.3-32.
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Inverse open-loop noncooperative differential games and inverse optimal control
Molloy, Timothy, Inga, Jairo, Flad, Michael, Ford, Jason, Perez, Tristan, Hohmann, Soeren (2020) Inverse open-loop noncooperative differential games and inverse optimal control IEEE Transactions on Automatic Control, 65 (2), pp.Article number: 8733901 897-904.
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On the informativeness of measurements in Shiryaev's Bayesian quickest change detection
Ford, Jason, James, Jasmin, Molloy, Timothy (2020) On the informativeness of measurements in Shiryaev's Bayesian quickest change detection Automatica, 111, pp.Article number: 108645.
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Learning robust, real-time, reactive robotic grasping

Douglas Morrison, Peter Corke, Jürgen Leitner (2020) Learning robust, real-time, reactive robotic grasping. The International Journal of Robotics Research.
Self-driving vehicles: Key technical challenges and progress off the road

Michael Milford; Sam Anthony; Walter Scheirer (2020) Self-driving vehicles: Key technical challenges and progress off the road. IEEE.
Light detection in open-circuit voltage mode of organic photodetectors

Kielar, Marcin, Hamid, Tasnuva, Wiemer, Martin, Windels, François, Hirsch, Lionel, Sah, Pankaj, Pandey, Ajay K. (2020) Light detection in open-circuit voltage mode of organic photodetectors Advanced Functional Materials, 30 (9), pp.Article number: 1907964.
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Improved Reinforcement Learning with Curriculum
West, Joseph, Maire, Frederic, Browne, Cameron, Denman, Simon (2020) Improved Reinforcement Learning with Curriculum Expert Systems with Applications, 158, pp.Article number: 113515 1-15.
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Robot navigation in unseen spaces using an abstract map

Talbot, Ben, Dayoub, Feras, Corke, Peter, Wyeth, Gordon (2020) Robot navigation in unseen spaces using an abstract map IEEE Transactions on Cognitive and Developmental Systems.
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Modular field robots for extraterrestrial exploration

Cordie, Troy, Steindl, Ryan, Dungavell, Ross, Bandyopadhyay, Tirthankar (2020) Modular field robots for extraterrestrial exploration Advances in Astronautics Science and Technology, 3, pp.37–47.
What localizes beneath: A metric multisensor localization and mapping system for autonomous underground mining vehicles

Jacobson, Adam, Zeng, Fan, Smith, David, Boswell, Nigel, Peynot, Thierry, Milford, Michael (2020) What localizes beneath: A metric multisensor localization and mapping system for autonomous underground mining vehicles Journal of Field Robotics.
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Online inverse optimal control for control-constrained discrete-time systems on finite and infinite horizons

Molloy, Timothy L., Ford, Jason J., Perez, Tristan (2020) Online inverse optimal control for control-constrained discrete-time systems on finite and infinite horizons Automatica, 120, pp.Article number: 109109.
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Benchmarking simulated robotic manipulation through a real world dataset
Jonmohamadi, Yaqub, Takeda, Yu, Liu, Fengbei, Sasazawa, Fumio, Maicas, Gabriel, Crawford, Ross, Roberts, Jonathan, Pandey, Ajay K., Carneiro, Gustavo (2020) Automatic segmentation of multiple structures in knee arthroscopy using deep learning IEEE Access, 8, pp.51853-51861.
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Dedicated exposure control for remote photoplethysmography
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Special issue on deep learning for robotic vision

Angelova, Anelia, Carneiro, Gustavo, Sünderhauf, Niko, Leitner, Jürgen (2020) Special issue on deep learning for robotic vision International Journal of Computer Vision, 128 (5), pp.1160-1161.
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JFR special issue on agricultural robotics, part 2

Lehnert, Chris, McCool, Chris, Stachniss, Cyrill, Corke, Peter, Sa, Inkyu, Nieto, Juan, van Henten, Eldert J. (2020) JFR special issue on agricultural robotics, part 2 Journal of Field Robotics, 37 (2), pp.185-186.
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Towards simulating semantic onboard UAV navigation
Mandel, Nicolas, Vanegas Alvarez, Fernando, Milford, Michael, Gonzalez, Felipe (2020) Towards simulating semantic onboard UAV navigation Proceedings of the 2020 IEEE Aerospace Conference, IEEE Aerospace Conference Proceedings, pp.1-15.
citations on Scopus
Learning landmark guided embeddings for animal re-identification
Moskvyak, Olga, Maire, Frederic, Dayoub, Feras, Baktashmotlagh, Mahsa (2020) Learning landmark guided embeddings for animal re-identification Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2020, pp.12-19.
citations on Scopus
Feasible polynomial trajectory planning for aerial manipulation

Morton, Kye, Mcfadyen, Aaron, Gonzalez, Felipe (2020) Feasible polynomial trajectory planning for aerial manipulation Proceedings of the 2020 IEEE Aerospace Conference, IEEE Aerospace Conference Proceedings, pp.1-9.
citations on Scopus
A review of current approaches for UAV autonomous mission planning for Mars biosignatures detection
Galvez Serna, Julian, Vanegas Alvarez, Fernando, Gonzalez, Felipe, Flannery, David (2020) A review of current approaches for UAV autonomous mission planning for Mars biosignatures detection Proceedings of the 2020 IEEE Aerospace Conference, IEEE Aerospace Conference Proceedings, pp.1-15.
citations on Scopus
Probabilistic object detection: Definition and evaluation

Hall, D., Dayoub, F., Skinner, J., Zhang, H., Miller, D., Corke, P., Carneiro, G., Angelova, A., Sünderhauf, N. (2020) Probabilistic object detection: Definition and evaluation Proceedings of the 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020, pp.1020-1029.
citations on Scopus
Safe terrain probing method for multi-legged robots operating on brittle surfaces
Tennakoon, Kulatunga Mudiyanselage Eranda, Kottege, Navinda, Peynot, Thierry, Roberts, Jonathan, Xiao, Jing, Kröger, Torsten, Khatib, Oussama (2020) Safe terrain probing method for multi-legged robots operating on brittle surfaces Proceedings of the 2018 International Symposium on Experimental Robotics, Springer Proceedings in Advanced Robotics, pp.305-317.
Real-time multi-person pose tracking using data assimilation
Buizza, Caterina, Fischer, Tobias, Demiris, Yiannis (2020) Real-time multi-person pose tracking using data assimilation Proceedings of 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020, pp.438-447.
citations on Scopus
Unmanned aerial vehicle and artificial intelligence for thermal target detection in search and rescue applications
McGee, Joseph, Mathew, Sajith, Gonzalez, Felipe (2020) Unmanned aerial vehicle and artificial intelligence for thermal target detection in search and rescue applications Proceedings of 2020 International Conference on Unmanned Aircraft Systems: ICUAS, 2020 International Conference on Unmanned Aircraft Systems, ICUAS 2020, pp.883-891.
citations on Scopus
Design and testing of recycled 3D printed foldable unmanned aerial vehicle for remote sensing
Niemand, Jason, Mathew, Sajith, Gonzalez, Felipe (2020) Design and testing of recycled 3D printed foldable unmanned aerial vehicle for remote sensing Proceedings of 2020 International Conference on Unmanned Aircraft Systems: ICUAS, 2020 International Conference on Unmanned Aircraft Systems, ICUAS 2020, pp.892-901.
citations on Scopus
A Method for Evaluating and Selecting Suitable Hardware for Deployment of Embedded System on UAVs
Mandel, Nicolas, Milford, Michael, Gonzalez, Felipe (2020) A Method for Evaluating and Selecting Suitable Hardware for Deployment of Embedded System on UAVs Sensors, 20 (16), pp.Article number: 4420.
citations on Scopus
A framework for multi-agent UAV exploration and target-finding in GPS-denied and partially observable environments
Walker, Ory, Vanegas, Fernando, Gonzalez, Felipe (2020) A framework for multi-agent UAV exploration and target-finding in GPS-denied and partially observable environments Sensors (Switzerland), 20 (17), pp.Article number: 4739.
citations on Scopus
UAV framework for autonomous onboard navigation and people/object detection in cluttered indoor environments
Sandino, Juan, Vanegas Alvarez, Fernando, Maire, Frederic, Caccetta, Peter, Sanderson, Conrad, Gonzalez, Luis Felipe (2020) UAV framework for autonomous onboard navigation and people/object detection in cluttered indoor environments Remote Sensing, 12 (20), pp.Article number: 3386 1-31.
citations on Scopus
Cooperative game theory based multi-UAV consensus-based formation control
Jiang, Liwei, Gonzalez, Felipe, Mcfadyen, Aaron (2020) Cooperative game theory based multi-UAV consensus-based formation control Proceedings of 2020 International Conference on Unmanned Aircraft Systems: ICUAS 2020, 2020 International Conference on Unmanned Aircraft Systems, ICUAS 2020, pp.93-99.
citations on Scopus
A probabilistic based UAV mission planning and navigation for planetary exploration
Galvez Serna, Julian, Gonzalez, Felipe, Vanegas Alvarez, Fernando, Flannery, David (2020) A probabilistic based UAV mission planning and navigation for planetary exploration Proceedings of 2020 International Conference on Unmanned Aircraft Systems: ICUAS'20, 2020 International Conference on Unmanned Aircraft Systems, ICUAS 2020, pp.594-599.
citations on Scopus
Autonomous UAV navigation for active perception of targets in uncertain and cluttered environments
Sandino, Juan, Vanegas, Fernando, Gonzalez, Felipe, Maire, Frederic (2020) Autonomous UAV navigation for active perception of targets in uncertain and cluttered environments Proceedings of 2020 IEEE Aerospace Conference, IEEE Aerospace Conference Proceedings, pp.1-12.
citations on Scopus
Multi-UAV Target-Finding in Simulated Indoor Environments using Deep Reinforcement Learning

Walker, Ory, Vanegas Alvarez, Fernando, Gonzalez, Felipe, Koenig, Sven (2020) Multi-UAV Target-Finding in Simulated Indoor Environments using Deep Reinforcement Learning Proceedings of the 2020 IEEE Aerospace Conference, IEEE Aerospace Conference Proceedings, pp.1-9.
citations on Scopus
An Approach for Multi-UAV System Navigation and Target Finding in Cluttered Environments
Zhu, Xiaolong, Vanegas Alvarez, Fernando, Gonzalez, Felipe (2020) An approach for multi-UAV system navigation and target finding in cluttered environments Proceedings of 2020 International Conference on Unmanned Aircraft Systems: ICUAS'20, 2020 International Conference on Unmanned Aircraft Systems, ICUAS 2020, pp.1113-1120.
citations on Scopus
Event-Based Visual Place Recognition With Ensembles of Temporal Windows
Fischer, Tobias, Milford, Michael (2020) Event-Based Visual Place Recognition With Ensembles of Temporal Windows IEEE Robotics and Automation Letters, 5 (4), pp.Article number: 9201344 6924-6931.
12 citations on Web of Science
18 citations on Scopus
UAV-based remote sensing (Volume 2)
Gonzalez, Felipe, Tsourdos, Antonios (2018) UAV-based remote sensing (Volume 2)
Evaluation of features for leaf classification in challenging conditions
Hall, David, McCool, Christopher, Dayoub, Feras, Suenderhauf, Niko, Upcroft, Ben, Das, S, Sarkar, S, Parvin, B, Porikli, F (2015) Evaluation of features for leaf classification in challenging conditions Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision (WACV 2015), pp.797-804.
35 citations on Web of Science
50 citations on Scopus
Mapping a suburb with a single camera using a biologically inspired SLAM system
Milford, Michael, Wyeth, Gordon (2008) Mapping a suburb with a single camera using a biologically inspired SLAM system IEEE Transactions on Robotics, 24 (5), pp.1038-1053.
208 citations on Web of Science
279 citations on Scopus