Publications (4)
Video-based Hierarchical Species Classification for Longline Fishing Monitoring
Jie Mei, Jenq-Neng Hwang, Suzanne Romain +3
The goal of electronic monitoring (EM) of longline fishing is to monitor the fish catching activities on fishing vessels, either for the regulatory compliance or catch counting. Hi…
HCIL: Hierarchical Class Incremental Learning for Longline Fishing Visual Monitoring
Jie Mei, Suzanne Romain, Craig Rose +2
The goal of electronic monitoring of longline fishing is to visually monitor the fish catching activities on fishing vessels based on cameras, either for regulatory compliance or c…
Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline Fishing
Jie Mei, Jenq-Neng Hwang, Suzanne Romain +3
Monocular absolute 3D fish pose estimation allows for efficient fish length measurement in the longline fisheries, where fishes are under severe deformation during the catching pro…
Unsupervised Severely Deformed Mesh Reconstruction (DMR) from a Single-View Image
Jie Mei, Jingxi Yu, Suzanne Romain +4
Much progress has been made in the supervised learning of 3D reconstruction of rigid objects from multi-view images or a video. However, it is more challenging to reconstruct sever…