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Discrimination between the Facial Gestures of Vocalizing and Non-Vocalizing Lemurs and Small Apes Using Deep Learning

https://doi.org/10.2139/ssrn.4800104
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Outgoing claims: the papers this work cites, builds on, or argues with.

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A comparison of facial expression properties in five hylobatid species
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Automated detection of Hainan gibbon calls for passive acoustic monitoring
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The role of articulation in the production of rhesus monkey, Macaca mulatta, vocalizations
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The Role of Lip Configuration in Monkey Vocalizations: Experiments Using Xylocaine as a Nerve Block
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Linking facial animation, head motion and speech acoustics
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DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model
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Multisensory vocal communication in primates and the evolution of rhythmic speech
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Using machine learning and DeepLabCut in animal behavior
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GibbonFACS: A Muscle-Based Facial Movement Coding System for Hylobatids
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Comparative Analysis of the Vocal Repertoire of Eulemur: A Dynamic Time Warping Approach
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The face is central to primate multicomponent signals
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A Cross-species Comparison of Facial Morphology and Movement in Humans and Chimpanzees Using the Facial Action Coding System (FACS)
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Preserved intersegmental coordination during locomotion after cervical spinal cord injury in common marmosets
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Automatic three-dimensional quantitative analysis for evaluation of facial movement
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Behavioral signatures of structured feature detection during courtship in Drosophila
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Automatic Identification of Individual Primates with Deep Learning Techniques
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Optimal marker set assessment for motion capture of 3D mimic facial movements
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Automated face recognition of rhesus macaques
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Measuring the evolution of facial ‘expression’ using multi-species FACS
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Mapping the contribution of single muscles to facial movements in the rhesus macaque
inferredcites →https://doi.org/10.1016/s0167-6393(98)00048-xopenalex-extracted
Quantitative association of vocal-tract and facial behavior
inferredcites →https://doi.org/10.1017/s0048577299971184openalex-extracted
Automated face analysis by feature point tracking has high concurrent validity with manual FACS coding
inferredcites →https://doi.org/10.1017/s0376892919000298openalex-extracted
Wildlife Insights: A Platform to Maximize the Potential of Camera Trap and Other Passive Sensor Wildlife Data for the Planet
inferredcites →https://doi.org/10.1037//0033-2909.86.2.420openalex-extracted
Intraclass correlations: Uses in assessing rater reliability.
inferredcites →https://doi.org/10.1037/1528-3542.7.1.172openalex-extracted
Classifying chimpanzee facial expressions using muscle action.
inferredcites →https://doi.org/10.1038/s41467-020-18441-5openalex-extracted
Automated markerless pose estimation in freely moving macaques with OpenMonkeyStudio
inferredcites →https://doi.org/10.1038/s41592-018-0234-5openalex-extracted
Fast animal pose estimation using deep neural networks
inferredcites →https://doi.org/10.1038/s41592-022-01443-0openalex-extracted
Multi-animal pose estimation, identification and tracking with DeepLabCut
inferredcites →https://doi.org/10.1038/s41593-018-0209-yopenalex-extracted
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning
inferredcites →https://doi.org/10.1038/s41596-019-0176-0openalex-extracted
Using DeepLabCut for 3D markerless pose estimation across species and behaviors
inferredcites →https://doi.org/10.1073/pnas.1820653116openalex-extracted
Evolution of facial muscle anatomy in dogs
inferredcites →https://doi.org/10.1073/pnas.1903445116openalex-extracted
Arm movements induced by noninvasive optogenetic stimulation of the motor cortex in the common marmoset
inferredcites →https://doi.org/10.1080/09524622.2011.9753649openalex-extracted
VOCAL TRACT FLEXIBILITY AND VARIATION IN THE VOCAL OUTPUT IN WILD INDRIS
inferredcites →https://doi.org/10.1093/biomet/52.3-4.591openalex-extracted
An Analysis of Variance Test for Normality (Complete Samples)
inferredcites →https://doi.org/10.1093/icb/icab095openalex-extracted
Video Recording and Analysis of Avian Movements and Behavior: Insights from Courtship Case Studies
inferredcites →https://doi.org/10.1101/2020.09.07.285502openalex-extracted
Automated detection of Hainan gibbon calls for passive acoustic monitoring
inferredcites →https://doi.org/10.1109/afgr.1998.670949openalex-extracted
Coding facial expressions with Gabor wavelets
inferredcites →https://doi.org/10.1109/btas.2018.8698538openalex-extracted
Face Recognition: Primates in the Wild
inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-extracted
Deep Residual Learning for Image Recognition
inferredcites →https://doi.org/10.1109/iciev.2019.8858533openalex-extracted
Primate Markerless Pose Estimation and Movement Analysis Using DeepLabCut
inferredcites →https://doi.org/10.1109/icra48506.2021.9561338openalex-extracted
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild
inferredcites →https://doi.org/10.1111/1365-2656.13932openalex-extracted
DeepWild : Application of the pose estimation tool DeepLabCut for behaviour tracking in wild chimpanzees and bonobos
inferredcites →https://doi.org/10.1111/2041-210x.12584openalex-extracted
BORIS : a free, versatile open‐source event‐logging software for video/audio coding and live observations
inferredcites →https://doi.org/10.1111/2041-210x.13099openalex-extracted
Identifying animal species in camera trap images using deep learning and citizen science
inferredcites →https://doi.org/10.1111/2041-210x.13489openalex-extracted
AIDE: Accelerating image‐based ecological surveys with interactive machine learning
inferredcites →https://doi.org/10.1111/2041-210x.13576openalex-extracted
Robust ecological analysis of camera trap data labelled by a machine learning model
inferredcites →https://doi.org/10.1111/2041-210x.14181openalex-extracted
Automated face recognition using deep neural networks produces robust primate social networks and sociality measures
inferredcites →https://doi.org/10.1126/sciadv.aaw0736openalex-extracted
Chimpanzee face recognition from videos in the wild using deep learning
inferredcites →https://doi.org/10.1186/1687-5281-2013-52openalex-extracted
Automated identification of animal species in camera trap images
inferredcites →https://doi.org/10.1186/s40850-016-0011-9openalex-extracted
LemurFaceID: a face recognition system to facilitate individual identification of lemurs
inferredcites →https://doi.org/10.18637/jss.v028.i08openalex-extracted
Implementing a Class of Permutation Tests: The coin Package
inferredcites →https://doi.org/10.18637/jss.v046.i07openalex-extracted
Neural Networks in R Using the Stuttgart Neural Network Simulator: RSNNS
inferredcites →https://doi.org/10.20965/jrm.2021.p0547openalex-extracted
Pose Estimation of Swimming Fish Using NACA Airfoil Model for Collective Behavior Analysis
inferredcites →https://doi.org/10.3389/fnbeh.2020.581154openalex-extracted
MacaquePose: A Novel “In the Wild” Macaque Monkey Pose Dataset for Markerless Motion Capture
inferredcites →https://doi.org/10.3390/ani13020241openalex-extracted
There You Are! Automated Detection of Indris’ Songs on Features Extracted from Passive Acoustic Recordings
inferredcites →https://doi.org/10.3390/app13021141openalex-extracted
Research on Tracking and Identification of Typical Protective Behavior of Cows Based on DeepLabCut
inferredcites →https://doi.org/10.3390/s22031133openalex-extracted
Beyond the Edge: Markerless Pose Estimation of Speech Articulators from Ultrasound and Camera Images Using DeepLabCut
inferredcites →https://doi.org/10.3897/biss.3.37222openalex-extracted
Efficient Pipeline for Automating Species ID in new Camera Trap Projects
inferredcites →https://doi.org/10.7275/e4r6-dj05openalex-extracted
Using the Student's t-test with extremely small sample sizes
inferredcites →https://doi.org/10.1037/0033-2909.86.2.420openalex-snapshot
Intraclass correlations: Uses in assessing rater reliability.
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