Automated image-based tracking and its application in ecology
Dell, Anthony I., Bender, John A., Branson, Kristin, Couzin, Iain D., de Polavieja, Gonzalo G., Noldus, Lucas P.J.J., Pérez-Escudero, Alfonso, Perona, Pietro +3 more·2014·Trends in Ecology & Evolution
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- Hidden layers of density dependence in consumer feeding ratesDaniel B. Stouffer, Mark Novak · 2021 · Ecology Letters
- phenopype : A phenotyping pipeline for PythonMoritz Lürig · 2021 · Methods in Ecology and Evolution
- Herbivorous fish feeding dynamics and energy expenditure on a coral reef: Insights from stereo‐video and AI ‐driven 3D trackingJulian Lilkendey, Cyril Barrelet, Jingjing Zhang, Michael Meares, Houssam Larbi, Gérard Subsol, Marc Chaumont, Armagan Sabetian · 2024 · Ecology and Evolution
- EDAPHOLOG monitoring system: automatic, real‐time detection of soil microarthropodsMiklós Dombos, András Kosztolányi, Katalin Szlávecz, Csongor István Gedeon, Norbert Flórián, Zita Groó, Péter Dudás, Oxána Bánszegi · 2016 · Methods in Ecology and Evolution
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- Trait-Based Variation in the Foraging Performance of IndividualsJohn P. DeLong, Stella F. Uiterwaal, Anthony I. Dell · 2021 · Frontiers in Ecology and Evolution
- pathtrackr : An r package for video tracking and analysing animal movementAaron M. T. Harmer, Daniel B. Thomas · 2019 · Methods in Ecology and Evolution
- Animal Wellness: The Power of Multiomics and Integrative StrategiesRatan K. Choudhary, Sunil Kumar.B.V ., Chandra Sekhar Mukhopadhyay, Neeraj Kashyap, Vishal Sharma, Nisha Singh, Sina Salajegheh Tazerji, Roozbeh Kalantari, Pouneh Hajipour, Yashpal Singh Malik · 2024 · Veterinary Medicine International
- A remote‐controlled observatory for behavioural and ecological research: A case study on emperor penguinsSebastian Richter, Richard Carl Gerum, Werner Schneider, Ben Fabry, Céline Le Bohec, Daniel Paranhos Zitterbart · 2018 · Methods in Ecology and Evolution
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- Effect of acute ethanol administration on zebrafish tail-beat motionTiziana Bartolini, Violet Mwaffo, Sachit Butail, Maurizio Porfiri · 2015 · Alcohol
- A chicken model for studying the emergence of invariant object recognitionSamantha M. W. Wood, Justin N. Wood · 2015 · Frontiers in Neural Circuits
- Social influences on song learningIva Ljubičić, Julia Hyland Bruno, Ofer Tchernichovski · 2016 · Current Opinion in Behavioral Sciences
- Amygdalar Auditory Neurons Contribute to Self-Other Distinction during Ultrasonic Social Vocalization in RatsJumpei Matsumoto, Hiroshi Nishimaru, Yusaku Takamura, Susumu Urakawa, Taketoshi Ono, Hisao Nishijo · 2016 · Frontiers in Neuroscience
- Research on the swimming performance of two manta rays under staggered propulsion on the same frequency: When the follower is above the leaderPengcheng Gao, Xushun Tian, Qiaogao Huang, Guang Pan · 2024 · Physics of Fluids
- Individual behaviour mediates effects of warming on movement across a fragmented landscapeAndrew D. Barnes, Ina‐Kathrin Spey, Lena Rohde, Ulrich Brose, Anthony I. Dell · 2015 · Functional Ecology
- Avoiding the scale sampling problem: A consilient solutionJ. A. Bissonette · 2016 · Journal of Wildlife Management
- Beyond the response—High throughput behavioral analyses to link genome to phenome in Caenorhabditis elegansTroy A. McDiarmid, AJ Yu, Catharine H. Rankin · 2018 · Genes Brain & Behavior
- Obtaining three-dimensional trajectory of multiple fish in water tank via video trackingXi En Cheng, Shan Du, Hui Ying Li, Jing Hu, Ming Lu Chen · 2018 · Multimedia Tools and Applications
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- Social Phenotypes in ZebrafishAna Rita Nunes, Nathan Ruhl, Svante Winberg, Rui F. Oliveira · 2017 · Springer eBooks
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- “Micropersonality” traits and their implications for behavioral and movement ecology researchJoseph D. Bailey, Andrew J. King, Edward A. Codling, Ashley M. Short, Gemma I. Johns, Ines Fürtbauer · 2021 · Ecology and Evolution
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- Metabolic rate and foraging behaviour: a mechanistic link across body size and temperature gradientsMilad Shokri, Francesco Cozzoli, Alberto Basset · 2024 · Oikos
- BioSense: Real-Time Object Tracking for Animal Movement and Behavior ResearchJon Patman, Sabrina C. J. Michael, Marvin M. F. Lutnesky, Kannappan Palaniappan · 2018 · IEEE Applied Imagery Pattern Recognition Workshop
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- Deep learning‐based pose estimation for African ungulates in zoosMax Hahn‐Klimroth, Tobias Kapetanopoulos, Jennifer Gübert, Paul Wilhelm Dierkes · 2021 · Ecology and Evolution
- Efficient wildlife monitoring: Deep learning-based detection and counting of green turtles in coastal areasNaoya Noguchi, Hideaki Nishizawa, Taro Shimizu, Junichi Okuyama, Shohei Kobayashi, Kazuyuki Tokuda, Hideyuki Tanaka, Satomi Kondo · 2025 · Ecological Informatics
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