PanAf20K: A Large Video Dataset for Wild Ape Detection and Behaviour Recognition
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Computer Vision"
DOI: 10.1007/s11263-024-02003-z
Abstract: We present the PanAf20K dataset, the largest and most diverse open-access annotated video dataset of great apes in their natural environment. It comprises more than 7 million frames across ∼\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy}… read more here.
Keywords: detection behaviour; dataset; behaviour recognition; usepackage ... See more keywords
Pig mounting behaviour recognition based on video spatial–temporal features
Sign Up to like & getrecommendations! Published in 2021 at "Biosystems Engineering"
DOI: 10.1016/j.biosystemseng.2021.03.011
Abstract: The mounting behaviour of pigs is a symptom of oestrus and is also related to their welfare. It can be recorded by surveillance video, which is a kind of streaming data. This paper proposes a… read more here.
Keywords: behaviour recognition; pig mounting; mounting behaviour; behaviour ... See more keywords
Driver behaviour recognition based on recursive all‐pair field transform time series model
Sign Up to like & getrecommendations! Published in 2024 at "IET Intelligent Transport Systems"
DOI: 10.1049/itr2.12528
Abstract: To standardize driver behaviour and enhance transportation system safety, a dynamic driver behaviour recognition method based on the Recurrent All‐Pairs Field Transforms (RAFT) temporal model is proposed. This study involves the creation of two datasets,… read more here.
Keywords: field; recognition; model; behaviour recognition ... See more keywords
Driving behaviour recognition based on orientation and position deviations
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Sensor Networks"
DOI: 10.1504/ijsnet.2019.10021954
Abstract: This paper proposes a driving behaviour recognition method, which applies vehicle orientation and position deviations to warn the driver against possible dangers. We integrate a gradient reinforcement method based on the linear discriminate analysis (LDA)… read more here.
Keywords: behaviour recognition; orientation position; lane; method ... See more keywords