Search Results - "Cline, Danelle"

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    Learning-Based Algal Bloom Event Recognition for Oceanographic Decision Support System Using Remote Sensing Data by Song, Weilong, Dolan, John M, Cline, Danelle, Xiong, Guangming

    Published in Remote sensing (Basel, Switzerland) (01-10-2015)
    “…This paper describes the use of machine learning methods to build a decision support system for predicting the distribution of coastal ocean algal blooms based…”
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    Journal Article
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    Towards automating underwater measurement of fish length: a comparison of semi-automatic and manual stereo–video measurements by Shafait, Faisal, Harvey, Euan S., Shortis, Mark R., Mian, Ajmal, Ravanbakhsh, Mehdi, Seager, James W., Culverhouse, Philip F., Cline, Danelle E., Edgington, Duane R.

    Published in ICES journal of marine science (01-07-2017)
    “…Abstract Underwater stereo–video systems are widely used for counting and measuring fish in aquaculture, fisheries, and conservation management. Length…”
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    Journal Article
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    Automated classification of fauna in seabed photographs: The impact of training and validation dataset size, with considerations for the class imbalance by Durden, Jennifer M., Hosking, Brett, Bett, Brian J., Cline, Danelle, Ruhl, Henry A.

    Published in Progress in oceanography (01-08-2021)
    “…•Automated identification (classification) of megafauna in seabed photos.•Evaluation of AI application using machine vision and ecological metrics.•Resultant…”
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    Journal Article
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    Detection and classification of whales calls using band-limited energy detection and transfer learning by Cline, Danelle E., Ryan, John P.

    “…The Monterey Bay Aquarium Research Institute has been recording since July 2015 almost continuously at the Monterey Accelerated Research System (MARS) cabled…”
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    Journal Article
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    Continuous monitoring and classification of odontocete echolocation clicks from an ocean observatory by Urmy, Samuel S., Benoit-Bird, Kelly J., Ryan, John P., Cline, Danelle E.

    “…Passive acoustic monitoring is a valuable technique for detecting the presence and inferring the activities of odontocetes, but is often limited by power and…”
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    Journal Article
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    Making use of unlabeled data: Comparing strategies for marine animal detection in long-tailed datasets using self-supervised and semi-supervised pre-training by Sharma, Tarun, Cline, Danelle E., Edgington, Duane

    “…This paper discusses strategies for object detection in marine images from a practitioner's perspective working with real-world long-tail distributed datasets…”
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    Conference Proceeding
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    Learning-based event response for marine robotics by Bernstein, Matthew, Graham, Rishi, Cline, Danelle, Dolan, John M., Rajan, Kanna

    “…Robotic vehicles have become a critical tool for studying the under-sampled coastal ocean. This has led to new paradigms in scientific discovery. The…”
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    Conference Proceeding
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    ODSS: A decision support system for ocean exploration by Gomes, K., Cline, D., Edgington, D., Godin, M., Maughan, T., McCann, M., O'Reilly, T., Bahr, F., Chavez, F., Messie, M., Das, J., Rajan, K.

    “…We have designed, built, tested and fielded a decision support system which provides a platform for situational awareness, planning, observation, archiving and…”
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    Conference Proceeding
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    An automated event detection and classification system for abyssal time-series images of Station M, NE Pacific by Cline, Danelle E., Edgington, Duane R., Smith, Ken L., Vardaro, Michael F., Kuhnz, Linda, Ellena, Jacob A.

    Published in OCEANS 2009 (01-10-2009)
    “…The time-study data collected at the Station M site off the coast of central California includes high quality still-frame images taken in 1-hour time-lapse…”
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    Conference Proceeding
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    Detecting, Tracking and Classifying Animals in Underwater Video by Edgington, D.R., Cline, D.E., Davis, D., Kerkez, I., Mariette, J.

    Published in OCEANS 2006 (2006)
    “…For oceanographic research, remotely operated underwater vehicles (ROVs) and underwater observatories routinely record several hours of video material every…”
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    Conference Proceeding Journal Article
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    An Automated Visual Event Detection System for Cabled Observatory Video by Cline, D.E., Edgington, D.R., Mariette, J.

    Published in OCEANS 2007 (2007)
    “…The permanent presence of underwater cameras on cabled observatories, such as the Victoria Experimental Network Under the Sea (VENUS) and Eye-In-The-Sea (EITS)…”
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    Conference Proceeding
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    Using STOQS (The spatial temporal oceanographic query system) to manage, visualize, and understand AUV, glider, and mooring data by McCann, Mike, Schramm, Rich, Cline, Danelle, Michisaki, Reiko, Harvey, Julio, Ryan, John

    “…The Monterey Bay Aquarium Research Institute (MBARI) uses the Spatial Temporal Oceanographic Query System (STOQS) to manage data from its muli-platform…”
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    Conference Proceeding
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    Detecting, Tracking and Classifying Animals in Underwater Observatory Video by Edgington, D.R., Cline, D.E., Mariette, J., Kerkez, I.

    “…For oceanographic research, remotely operated underwater vehicles (ROVs) and underwater observatories routinely record several hours of video material every…”
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    Conference Proceeding