PowerPoint: Integrated Operational Approach to EM & ER Onboard Fishing Vessels-Now and Tomorrow Fisheries management is plagued by lack of verifiable data for compliance and stock assessments. Low vessel observer coverage, and delays in data transfer, transcription, integration, and analysis are the norm. These problems hinder timely analysis and updates of fishing regulations relevant to …
PowerPoint: Open Source Software Platform for Electronic Monitoring
PowerPoint: Open Source Software Platform for Electronic Monitoring Sea State Inc. has developed a suite of software applications to support commercial fisheries electronic monitoring (EM) data acquisition, review, summarization and archival. This National Fish and Wildlife Foundation funded project, in partnership with Saltwater Inc. and Chordata LLC, provides a platform that is adaptable to …
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PowerPoint: Query Learning for Fish Identification
PowerPoint: Query Learning for Fish Identification In fishery community, image-classification-based supervised approaches have been well studied for species identification. However, the classifiers learned from one dataset usually cannot directly be applied for a new dataset since the data captured from different years or regions often have large difference, like different colors, camera …
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PowerPoint: Intelligent Monitoring Systems for Fishery Applications
PowerPoint: Intelligent Monitoring Systems for Fishery Applications The Observer program at Alaska Fisheries Science Center have been conducting research and development of new innovative electronic monitoring (EM) technologies to help address challenges for collecting scientific data to support catch estimation. Work focuses on development of new camera-based systems, methods, and tools while …
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PowerPoint: Fishface – Exploring the use of image recognition software in fisheries management
PowerPoint: Fishface - Exploring the use of image recognition software in fisheries management Commercial fisheries increasingly are incorporating electronic monitoring (EM) into existing fishery-dependent data collection programs. Across the United States, seven fisheries in the Northeast (Atlantic herring and mackerel, and groundfish), West Coast (Groundfish, Pacific whiting), Alaska (fixed …
PowerPoint: Accelerating the Development of Automated Fish Identification for EM Systems- An Example from New England Groundfish
PowerPoint: Accelerating the Development of Automated Fish Identification for EM Systems- An Example from New England Groundfish Automated fish measurement and speciation has the potential to revolutionize the fishery monitoring process, driving down costs and reducing the burden on human observers and video reviewers. Many efforts are underway to apply machine learning algorithms to different …
