Search Results - "Jose, Jisha Anu"
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Tuna classification using super learner ensemble of region-based CNN-grouped 2D-LBP models
Published in Information processing in agriculture (01-03-2022)“…•An ensemble of region based CNN is used for Tuna classification.•Best model for each fish image region is identified.•Statistical features from the CNN model…”
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Journal Article -
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A deep multi-resolution approach using learned complex wavelet transform for tuna classification
Published in Journal of King Saud University. Computer and information sciences (01-09-2022)“…Tuna fish is commercially important because of its popularity as both canned and raw meat. Tuna account for a significant proportion of the world fishery…”
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Journal Article -
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Automated region split algorithm with pre-trained CNN model for tuna classification
Published in 2022 First International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT) (16-02-2022)“…Tuna is an essential fish due to its nutritional content and is one of the most commonly traded fish in the world. These fish are manually separated into…”
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Conference Proceeding -
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An ensemble of region-based CNN models combined by sum rule for tuna classification
Published in 2021 International Conference on Communication, Control and Information Sciences (ICCISc) (16-06-2021)“…Among the most widely traded fish in the world, Tuna is an important fish due to their nutritional value. In the export industry, these fish are manually…”
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Conference Proceeding -
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Tuna classification using colour, structure, wavelet, and fuzzy based textural features
Published in 2020 IEEE International Conference for Innovation in Technology (INOCON) (06-11-2020)“…Tuna is one among the popular commercial fishes and forms a major proportion of world fishery products. Separation of these fishes into different species is…”
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Conference Proceeding -
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Data hiding using motion histogram
Published in 2013 International Conference on Computer Communication and Informatics (01-01-2013)“…This paper deals with data hiding in uncompressed video. Unlike using motion vector for data hiding which gives only a coarse representation of the actual…”
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Conference Proceeding Journal Article -
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A wavelet based time-frequency descriptor for automatic classification of acoustic signals of fishes
Published in 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT) (01-07-2019)“…Fishes are capable of emitting sounds for diverse purposes, which can be recorded through microphone sensors. This work aims to develop a methodology for…”
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Conference Proceeding