Roland Kays

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 6

Top Topics

Autocalibration

Background Modeling

Top Venues

Ecol. Informatics

Proc. VLDB Endow.

Publications

Devis Tuia, Benjamin Kellenberger, Sara Beery, Blair R. Costelloe, Silvia Zuffi, Benjamin Risse, Alexander Mathis, Mackenzie W. Mathis, Frank van Langevelde, Tilo Burghardt, Roland Kays, Holger Klinck, Martin Wikelski, Iain D. Couzin, Grant Van Horn, Margaret C. Crofoot, Charles V. Stewart, Tanya Y. Berger-Wolf
Seeing biodiversity: perspectives in machine learning for wildlife conservation. CoRR (2021)
Ahmed Ahmed, Hayder Yousif, Roland Kays, Zhihai He
Animal species classification using deep neural networks with noise labels. Ecol. Informatics 57 (2020)
Ahmed Ahmed, Hayder Yousif, Roland Kays, Zhihai He
Semantic region of interest and species classification in the deep neural network feature domain. Ecol. Informatics 52 (2019)
Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He
Object detection from dynamic scene using joint background modeling and fast deep learning classification. J. Vis. Commun. Image Represent. 55 (2018)
Hayder Yousif, Zhihai He, Roland Kays
Object segmentation in the deep neural network feature domain from highly cluttered natural scenes. ICIP (2017)
Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He
Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification. ISCAS (2017)
Guobin Chen, Tony X. Han, Zhihai He, Roland Kays, Tavis Forrester
Deep convolutional neural network based species recognition for wild animal monitoring. ICIP (2014)
Xiaoyuan Yu, Jiangping Wang, Roland Kays, Patrick A. Jansen, Tianjiang Wang, Thomas S. Huang
Automated identification of animal species in camera trap images. EURASIP J. Image Video Process. 2013 (2013)
Zhenhui Li, Bolin Ding, Fei Wu, Tobias Kin Hou Lei, Roland Kays, Margaret Crofoot
Attraction and Avoidance Detection from Movements. Proc. VLDB Endow. 7 (3) (2013)
Zhenhui Li, Jiawei Han, Bolin Ding, Roland Kays
Mining periodic behaviors of object movements for animal and biological sustainability studies. Data Min. Knowl. Discov. 24 (2) (2012)
Bart Kranstauber, Alison Cameron, R. Weinzerl, Tony Fountain, Sameer Tilak, Martin Wikelski, Roland Kays
The Movebank data model for animal tracking. Environ. Model. Softw. 26 (6) (2011)
Zhenhui Li, Jiawei Han, Ming Ji, Lu-An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, Roland Kays
MoveMine: Mining moving object data for discovery of animal movement patterns. ACM Trans. Intell. Syst. Technol. 2 (4) (2011)
Roland Kays, Sameer Tilak, Margaret Crofoot, Tony Fountain, Daniel Obando, Alejandro Ortega, Franz Kuemmeth, Jamie Mandel, George Swenson, Thomas Lambert, Ben Hirsch, Martin Wikelski
Tracking Animal Location and Activity with an Automated Radio Telemetry System in a Tropical Rainforest. Comput. J. 54 (12) (2011)
Roland Kays, Sameer Tilak, Bart Kranstauber, Patrick A. Jansen, Chris Carbone, Marcus J. Rowcliffe, Tony Fountain, Jay Eggert, Zhihai He
Monitoring wild animal communities with arrays of motion sensitive camera traps CoRR (2010)
Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yintao Yu, Jiawei Han, Roland Kays
MoveMine: mining moving object databases. SIGMOD Conference (2010)
Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, Peter Nye
Mining periodic behaviors for moving objects. KDD (2010)
Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays
Swarm: Mining Relaxed Temporal Moving Object Clusters. Proc. VLDB Endow. 3 (1) (2010)
Roland Kays, Bart Kranstauber, Patrick A. Jansen, Chris Carbone, Marcus J. Rowcliffe, Tony Fountain, Sameer Tilak
Camera traps as sensor networks for monitoring animal communities. LCN (2009)