2024
Establishing bio-logging data collections as living archives of animal life on Earth
Nature Ecology & Evolution, 2024 (accepted)
Sarah Davidson, Francesca Cagnacci , Peggy Newman , Holger Dettki , Ferdinando Urbano, Peter Desmet, Lenore Bajona , Edmund Bryant , Ana Carneiro , Professor Maria Dias , Ei Fujioka , David Gambin , Xavier Hoenner , Mr Colin Hunter , Akiko Kato , Connie Kot , Bart Kranstauber , Chi Hin Lam , Denis Lepage , Hemal Naik , Jonathan Pye , Ana Sequeira , Vardis Tsontos , Emiel van Loon , Danny Vo, Christian Rutz.
[Paper] - Coming soon.
Advancing animal behaviour research using drone technology
Animal Behavior 2024 (accepted)
Lucia Pedrazzi, Hemal Naik, Chris Sandbrook, Miguel Lurgi, Ines Fürtbauer, Andrew J. King.
[Paper] - Coming soon
BuckTales: A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes
NeurIPS 2024.
Hemal Naik, Junran Yang, Dipin Das, Margaret C Crofoot, Akanksha Rathore, Vivek Hari Sridhar.
[Paper] [Dataset & Code]
3D-MuPPET: 3D Multi-Pigeon Pose Estimation and Tracking
Internationa Journal of Computer Vision (IJCV) 2024
Urs Waldmann, Alex Hoi Hang Chan, H Naik, Mate Nagy, Iain D. Couzin, Oliver Deussen, Bastian Goldlueke, Fumihiro Kano.
[Paper] [Dataset & Code]
2023
SMART-BARN: Scalable Multimodal Arena for Real-time Tracking Behavior of Animals in laRge Numbers.
Science Advances 2023.
M Nagy, H Naik (co-first), F Kano, NV Carlson, JC Koblitz, M Wikelski, ID Couzin.
[Paper] [Dataset & Code]
2022
I-MuPPET: Interactive multi-pigeon pose estimation and tracking
DAGM German Conference on Pattern Recognition, 2022.
U Waldmann, H Naik, N Máté, F Kano, ID Couzin, O Deussen, B Goldlücke.
[Paper] [Dataset & Code]
Head-tracking of freely-behaving pigeons in a motion-capture system reveals the selective use of visual field regions
Scientific Reports 2022
F Kano, H Naik, G Keskin, ID Couzin, M Nagy
[Paper]
2020
Animals in Virtual Environments
IEEE Transactions on Visualization and Computer Graphics 2020
H Naik, R Bastian, N Navab, ID Couzin.
[Paper] [Detailed Video]
2019
DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning
Elife 2019
JM Graving, D Chae, H Naik, L Li, B Koger, BR Costelloe, ID Couzin
[Paper]
2016
Frustration free pose computation for spatial AR devices in industrial scenario
International Symposium for Mixed and Augmented Reality 2016
Hemal Naik, Mahmoud bahaa, Federico Tombari, Peter Keitler, Nassir Navab.
2015
A step closer to reality: Closed loop dynamic registration correction in spatial augmented reality
ISMAR 2015
Hemal Naik, Federico Tombari, Christoph Resch, Peter Keitler, Nassir Navab
Exploiting photogrammetric targets for industrial AR
ISMAR 2015
Hemal Naik, Yuji Oyamada, Peter Keitler, Nassir Navab
On-Site Semi-Automatic Calibration and Registration of a Projector-Camera System Using Arbitrary Objects with Known Geometry
ISMAR 2015
Christoph Resch, Hemal Naik, Peter Keitler, Steven Benkhardt, Gudrun Klinker
2014
Video-guided calibration of an augmented reality mobile C-arm
International Journal of Computer Assisted Radiology and Surgery
Xin Chen, Hemal Naik, Leijing Wang, Nassir Navab, Pascal Fallavollita
[Paper]