Intensification of penaeid shrimp culture: an applied review of advances in production systems, nutrition and breeding

MGC Emerenciano, AN Rombenso, FN Vieira… - Animals, 2022 - mdpi.com
Simple Summary The shrimp sector has been one of the fastest-growing agri-food systems
in the last 10 years. To overcome the increasing market demand, the transition to the …

Deep learning for visual recognition and detection of aquatic animals: A review

J Li, W Xu, L Deng, Y ** sustainable, cost-effective and high-performance shrimp feed formulations containing low fish meal levels
AJP Nunes, LL Dalen, G Leonardi, L Burri - Aquaculture reports, 2022 - Elsevier
Feed formulations for marine shrimp have adapted to the stagnant fish meal supplies and
increasing prices by progressively moving to alternative protein sources such as plant and …

Feature fusion strategy and improved GhostNet for accurate recognition of fish feeding behavior

Z Du, X Xu, Z Bai, X Liu, Y Hu, W Li, C Wang… - … and Electronics in …, 2023 - Elsevier
In aquaculture, accurate detection of fish feeding intensity is a critical step for establishing an
on-demand feeding system. In this paper, a novel fish feeding intensity detection method …

Advances in the application of stereo vision in aquaculture with emphasis on fish: A review

D Li, J Yu, Z Du, W Xu, G Wang, S Zhao… - Reviews in …, 2024 - Wiley Online Library
The effective implementation of machine vision has played a crucial role in advancing
intelligent aquaculture across various domains. Stereo vision, as a branch of machine …

A review of aquaculture: From single modality analysis to multimodality fusion

W Li, Z Du, X Xu, Z Bai, J Han, M Cui, D Li - Computers and Electronics in …, 2024 - Elsevier
Efficient management and accurate monitoring are crucial for the sustainable development
of the aquaculture industry. Traditionally, monitoring methods have relied on single-modality …

Feeding intensity assessment of aquaculture fish using Mel Spectrogram and deep learning algorithms

Z Du, M Cui, Q Wang, X Liu, X Xu, Z Bai, C Sun… - Aquacultural …, 2023 - Elsevier
Accurately and objectively analyzing fish feeding intensity is essential to guiding feeding
and production techniques. Fish feeding intensity in recirculating aquaculture systems (RAS) …