Detection and recognition of Bangladeshi fishes using surf features and CNN classifier

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Manylion Llyfryddiaeth
Prif Awduron:	Shuhin, Syed Adiba, Tajrin, Jannatul, Akhter, Afrin, Israth, Chowdhury
Awduron Eraill:	Uddin, Jia
Iaith:	English
Cyhoeddwyd:	Brac University 2019
Pynciau:	Fish detection Edge detection Fish recognition SURF Convolutional neural network Binary masking Keras Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/12445

Eitemau Tebyg

Drone detection by neural network using SURF feature and GLCM method
gan: Ahmed, Tanzia, et al.
Cyhoeddwyd: (2018)

Fish processing /
Cyhoeddwyd: (1988)

Fish processing /
Cyhoeddwyd: (1988)

Red book of threatened fishes of Bangladesh /
gan: Khan, S. M. Munjurul Hannan
Cyhoeddwyd: (2000)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
gan: Farhan, Rafid, et al.
Cyhoeddwyd: (2024)

Automated monitoring and control system for bottom clean raceway fish culture technology
gan: Mobin, Md Faijul Islam, et al.
Cyhoeddwyd: (2023)

Monitoring of endangered fish using image processing and AI tools
gan: Hossain, Naheen, et al.
Cyhoeddwyd: (2019)

Human identification using dental radiograph
gan: Fahad, Salem Quddus, et al.
Cyhoeddwyd: (2018)

Malware detection in blockchain using CNN
gan: Alam, Afreen, et al.
Cyhoeddwyd: (2021)

How to make and set nets; or, the technology of netting.
gan: Garner, John
Cyhoeddwyd: (1962)

Rocking the boat : conserving fisheries and protecting jobs /
gan: McGinn, Anne Platt
Cyhoeddwyd: (1998)

মৎস্য খামার ও পুকুর তৈরির কলাকৌশল /
gan: ভূঁইয়া, মোঃ আমিনুল ইসলাম

Autonomous aquatic rover for water quality testing and helping in fish farming
Cyhoeddwyd: (2018)

The role of poultry and fish feed industry in shaping Bangladesh’s economic triumph
gan: Saqib, Shadman
Cyhoeddwyd: (2022)

The Effects of surf excel packaging on consumer perception
gan: Priyanka, Fahima Mannan
Cyhoeddwyd: (2023)

How has Covid-19 affected the fish feed industry? An analysis on Spectra Hexa Feeds Ltd.
gan: Ahsan, Fariba
Cyhoeddwyd: (2023)

মাছ চাষ বিষয়ক সরল সহায়িকা : প্রথম খণ্ড (মৎস্য চাষ সহায়ক কর্মীদের জন্য)

মাৎস্য চাষ ব্যবস্থাপনা : কারিগরী ও প্রশিক্ষণ সহায়িকা /

স্বল্প - ব্যয়ে মৎস্য হ্যাচারী ব্যবস্থাপনা : কারিগরী ও প্রশিক্ষণ সহায়িকা /

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

Gender detection from frontal face images
gan: Alam, Mirza Mohtashim, et al.
Cyhoeddwyd: (2016)

Clustering and detection of good and bad rail line anchors from images
gan: Islam, Samiul, et al.
Cyhoeddwyd: (2017)

Identification and comparative analysis of potholes using image processing algorithms
gan: Anik, Fahim Shahriare, et al.
Cyhoeddwyd: (2018)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

An enhanced CNN model for classifying skin cancer
gan: Haider, Kazi MD Minhajul, et al.
Cyhoeddwyd: (2022)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
gan: Moon, Nowrin Tasnim, et al.
Cyhoeddwyd: (2023)

Inflamed appendix detection from laparoscopic video footage using edge detection and morphological image processing
gan: Tashfeen, Siddiq Husain, et al.
Cyhoeddwyd: (2017)

Real-time fire detection based on feature analysis using enhanced color segmentation and novel foreground extraction
gan: Khan, Rubayat Ahmed
Cyhoeddwyd: (2022)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
gan: Nahar, Jannatun, et al.
Cyhoeddwyd: (2022)

Early detection of parkinson’s disease using image processing and artificial neural network
gan: Rumman, Mosarrat, et al.
Cyhoeddwyd: (2018)

Towards solving perception based autonomous driving assistant system
gan: Hossain, Md. Arafat, et al.
Cyhoeddwyd: (2022)

DNA barcoding using Cytochrome c oxidase gene marker of Marine Sharks and Ray fish of Bangladesh
gan: Ahmed, Sajid
Cyhoeddwyd: (2020)

IoT based automated entry system with integration of Covid-19 symptom detection
gan: Ruhin, Rubaiyat Alam, et al.
Cyhoeddwyd: (2024)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
gan: Ali, Syed Muaz
Cyhoeddwyd: (2023)

Real time action recognition from video footage
gan: Apon, Tasnim Sakib, et al.
Cyhoeddwyd: (2021)

Best feature selection and data visualization for breast cancer prediction
gan: Hemel, Tanjim Ahmed, et al.
Cyhoeddwyd: (2020)

A descriptive study on development of a transfer learning based fault detection model using 2D CNN for air compressors
gan: Hasan, Moenul, et al.
Cyhoeddwyd: (2021)

End to end Bangla handwritten and scene text detection using convolutional neural network
gan: Mahal, Somania Nur, et al.
Cyhoeddwyd: (2018)

Using deep learning algorithms to detect violent activities
gan: Ammar, S.M. Rojin, et al.
Cyhoeddwyd: (2019)