Research on Laying Hens Feeding Behavior Detection and Model Visualization Based on Convolutional Neural Network

Pose estimation-based lameness recognition in broiler using CNN-LSTM network

(2022) Amin Nasiri et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

ChickenNet - an end-to-end approach for plumage condition assessment of laying hens in commercial farms using computer vision

(2022) Christian Lamping et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Application of deep learning in sheep behaviors recognition and influence analysis of training data characteristics on the recognition effect

(2022) Man Cheng et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Visual detection on posture transformation characteristics of sows in late gestation based on Libra R-CNN

(2022) Longshen Liu et al.   BIOSYSTEMS ENGINEERING

An Attention Mechanism-Improved YOLOv7 Object Detection Algorithm for Hemp Duck Count Estimation

(2022) Kailin Jiang et al.   Agriculture-Basel

A defencing algorithm based on deep learning improves the detection accuracy of caged chickens

(2022) Jikang Yang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Classification of broiler behaviours using triaxial accelerometer and machine learning

(2021) X. Yang et al.   Animal

Unrest index for estimating thermal comfort of poultry birds (Gallus gallus domesticus) using computer vision techniques

(2021) José Eduardo Del Valle et al.   BIOSYSTEMS ENGINEERING

A machine vision system to detect and count laying hens in battery cages

(2020) O. Geffen et al.   Animal

Cluster index for estimating thermal poultry stress (gallus gallus domesticus)

(2020) Danilo Florentino Pereira et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Pose estimation and behavior classification of broiler chickens based on deep neural networks

(2020) Cheng Fang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Segmentation of body parts of cows in RGB-depth images based on template matching

(2020) Nan Jia et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Cattle segmentation and contour extraction based on Mask R-CNN for precision livestock farming

(2019) Yongliang Qiao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Real-time behavior detection and judgment of egg breeders based on YOLO v3

(2019) Juan Wang et al.   NEURAL COMPUTING & APPLICATIONS

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A real-time monitoring tool to automatically measure the feed intakes of multiple broiler chickens by sound analysis

(2015) A. Aydin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE