Enhancing underwater object detection through water artifact removal and using ensemble transfer learning

Enhancing underwater object detection through water artifact removal and using ensemble transfer learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Saikat, Nayem Hossain, Jahan, Sarowar, Abrar, Fahim, Rahman, Md. Motaqabbir, Rahman, Md. Ashikur
مؤلفون آخرون:	Alam, Md. Golam Rabiul
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2024
الموضوعات:	Domain generalization Object detection Decision tree Water artifact removal Transfer learning Machine learning Cognitive learning theory
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/22189

مواد مشابهة

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
بواسطة: Khan, Ibrahim
منشور في: (2023)

Real time heart rate estimation from severely corrupted PPG signal by motion artifact
بواسطة: Imtiaz, Mohammad Masuk, وآخرون
منشور في: (2017)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
بواسطة: Shahriar, Hasan, وآخرون
منشور في: (2022)

Application of CNN based architectures in detection of distracted drivers
بواسطة: Arafin, Irfana, وآخرون
منشور في: (2023)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
بواسطة: Shawan, Naveed Rahman, وآخرون
منشور في: (2019)

Generation of realistic images from human drawn sketches using deep learning
بواسطة: Mahbub, Mohammed Julfikar Ali, وآخرون
منشور في: (2022)

Facial expression recognition: convolutional attentional masking network and ensemble approach
بواسطة: Kowsar, Ibna, وآخرون
منشور في: (2021)

Flood prediction using ensemble machine learning models
بواسطة: Rahman, Tanvir
منشور في: (2024)

Assessing the effectiveness of the Shapla arsenic removal filter
بواسطة: Jakariya, Md., وآخرون
منشور في: (2019)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
بواسطة: Hasan, Kamrul, وآخرون
منشور في: (2018)

Removing rebar without notice
بواسطة: BUCG-ABC Joint Venture (BUCG-ABC JV)
منشور في: (2023)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
بواسطة: Sagor, Mostofa Kamal, وآخرون
منشور في: (2021)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
بواسطة: Tasnim, Anika, وآخرون
منشور في: (2022)

Real-time driving monitoring system on a single-board computer utilizing deep neural networks integrated with MiDAS
بواسطة: Kaisar, Sazeed, وآخرون
منشور في: (2024)

Machine learning based data processing and latency reduction in the internet of things for agriculture
بواسطة: Rahman, Sajeed Ur, وآخرون
منشور في: (2019)

Prostate cancer detection using deep learning neural network with transfer learning approach
بواسطة: Badhon, Ariful Islam Mahmud, وآخرون
منشور في: (2022)

A counseling system to predict the study path for freshmen
بواسطة: Usha, Rowshni Tasneem, وآخرون
منشور في: (2019)

Removal of rebar stacked at the west of the engineer office
بواسطة: BUCG-ABC Joint Venture (BUCG-ABC JV)
منشور في: (2023)

Machine learning for stress prediction
بواسطة: Salehin, Sherajus, وآخرون
منشور في: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
بواسطة: Rahee, Arnob, وآخرون
منشور في: (2021)

Application of machine learning techniques on the context of livestock analysis
بواسطة: Islam, Md. Shajedul, وآخرون
منشور في: (2018)

Transfer learning for natural language processing /
بواسطة: Azunre, Paul
منشور في: (2021)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
بواسطة: Khan, Labib Hasan, وآخرون
منشور في: (2023)

Text classification using machine learning algorithms
بواسطة: Hasnat, Fahim, وآخرون
منشور في: (2018)

Development of learning process perceived by the students of the pharmacy department of different universities in Bangladesh
بواسطة: Rahman, Sharjana
منشور في: (2019)

Micro-learning modules are linked to enhanced retention of the learners and can be geared toward subconscious knowledge acquisition in an organization
بواسطة: Siddique, Noman
منشور في: (2024)

How we learn and why we don't : student survival guide using the cognitive profile inventory /
بواسطة: Krause, Lois Breur
منشور في: (2008)

A domain and noise adversarial bird tune classification pipeline using deep neural network
بواسطة: Riya, Aparna Sarker, وآخرون
منشور في: (2023)

A review of Computer Assisted Language Learning (CALL): how context based modifications of CALL enhances learning efficiency
بواسطة: Rafi, Md. Sadman
منشور في: (2018)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
بواسطة: Ghosh, Kawshik Kumar, وآخرون
منشور في: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
بواسطة: Sen, Sanjib Kumar, وآخرون
منشور في: (2022)

Assessing the interspecies and intraspecies diversity of Cas1 and Cas3 proteins of the CRISPR-Cas system in vibrio cholera and Escherichia coli strains
بواسطة: Tabassum, Tahani, وآخرون
منشور في: (2022)

A decentralized employee performance appraisal framework for recruitment, performance prediction and ranking using permissioned Blockchain and ensemble learning
بواسطة: Anjum, Afra Antara, وآخرون
منشور في: (2022)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
بواسطة: Morshed, Atique, وآخرون
منشور في: (2021)

Federated ensemble-learning for transport mode detection in vehicular edge network
بواسطة: Alam, MD. Mustakin, وآخرون
منشور في: (2023)

A hybrid rumor detection model derived from a comparative study of supervised approaches
بواسطة: Aothoi, Mehzabin Sadat, وآخرون
منشور في: (2023)

Notice for additional works of steel sheath removal for one foundation pile
بواسطة: BUCG-ABC Joint Venture (BUCG-ABC JV)
منشور في: (2023)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
بواسطة: Farabi, Farhan, وآخرون
منشور في: (2023)

Development of mobile learning system based on android app
بواسطة: Samrin, Sama, وآخرون
منشور في: (2018)

Detecting online recruitment fraud by using machine learning
بواسطة: Ghosh, Gitanjali, وآخرون
منشور في: (2021)