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 …
PRESENTATIONS
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 …
PowerPoint: Tracking and Measuring of Catch Events in Stereo Video for Longline Fisheries
PowerPoint: Tracking and Measuring of Catch Events in Stereo Video for Longline Fisheries Automated video analyses in monitoring fishery activities have drawn increasing attention due to its scalability and capability. Stereo videos, compared to monocular videos, can capture the depth of information in addition to color and texture; thus, it can be more robust in monitoring and capable of …
2015 AFS EM Symposium: Principles of Fishery Program Reporting Design – M. Brady
PDF: Principles of Fishery Reporting System Design_M. Brady Abstract: Fishery reporting systems accept human input via multiple subsystems, where the subsystems are reporting on the same event, a fishing trip. Human data input presents challenges to the designer as a common source of error and excessive burdens on human reporters. Using multiple subsystems to report on the same event can result …
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2015 AFS EM Symposium: Red Herrings – Looking Outside Fisheries For Insights On Data Management – K. Wing
PDF: Red Herrings- Looking Outside Fisheries For Insights On Data Management_K. Wing Abstract: Integrating data collected through new technologies, like electronic monitoring or reporting systems presents, fishery managers with a host of new challenges. Data validation, reconciling multiple information streams, and balancing public transparency requirements with privacy concerns are not issues …
2015 AFS EM Symposium: Integrating EM and Other Data Into a Modernized Fishery Dependent Data System – D. Christel
PDF: 2015 AFS EM Symposium - Integrating EM and Other Data into a Modernized Fishery Dependent Data System_D. Christel Abstract: The needs/uses of fishery dependent data have changed over the past 20 years, yet data collection, storage, and analytical processes have remained relatively static. Emerging data needs require a reexamination of existing collections and processes to provide more …
