Surveillance in Maritime Scenario using Deep-Learning and Swarm Intelligence

Surveillance in Maritime Scenario using Deep-Learning and Swarm Intelligence

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Islam, Nazmul, Rahman Bhuiya, MD. Samiur, Drishty, Ayesha Siddiqua, Saha, Snigdha Suparna, Akash, Utsha Das
Awduron Eraill:	Chakrabarty, Dr. Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2022
Pynciau:	Object Detection Marine Search and Rescue (SAR) Unmanned Aerial Vehicles (UAV) Convolutional Neural Network Swarm Intelligence System safety. Swarm intelligence. Deep learning (Machine learning)
Mynediad Ar-lein:	http://hdl.handle.net/10361/17649

Eitemau Tebyg

A new multi robot search algorithm using probabilistic finite state machine and Lennard Jones potential function
gan: Khan, Md. Shadnan Azwad
Cyhoeddwyd: (2022)

Optimal capacitor placement in radial distribution system for loss minimization using particle swarm optimization
gan: Ismail, Abdiwahab Mohamed
Cyhoeddwyd: (2024)

An algorithm for minimizing number of collisions in highways using swarm intelligence
gan: Chaity, Narjis Mostofa
Cyhoeddwyd: (2018)

A comparative study of intelligent reflecting surface and relay in satellite communication
gan: Khan, Mohammed Rabbul Hossain, et al.
Cyhoeddwyd: (2021)

Remote monitoring and detection of water contamination in effluent treatment plants
gan: Hossain, Akib, et al.
Cyhoeddwyd: (2024)

Design and development of unmanned aerial vehicle (Drone) for civil applications
gan: Bappy, A.M. Reasad Azim, et al.
Cyhoeddwyd: (2015)

Optimized distributed generation planning for radial distribution system using particle swarm optimization algorithm
gan: Faruque, Fairuj Binte, et al.
Cyhoeddwyd: (2021)

UAV assisted cooperative caching on network edge using multi agent Actor critic reinforcement learning
gan: Araf, Sadman, et al.
Cyhoeddwyd: (2021)

An autonomous unmanned aerial vehicle for inspecting and supplying emergency kits at a spot of casualty in water ways
gan: Ahad, Muntasir, et al.
Cyhoeddwyd: (2024)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
gan: Rafat, Md. Tasbi, et al.
Cyhoeddwyd: (2023)

Machine learning approach for improving decision support in ICU
gan: Siddiquee, Mohib Billah, et al.
Cyhoeddwyd: (2019)

Link performance analysis of Unmanned Aerial Vehicles
gan: Oishi, Aniqa Tasnim, et al.
Cyhoeddwyd: (2021)

Alumni opportunities using machine learning
gan: Siaum, Arshif Sharlimin, et al.
Cyhoeddwyd: (2019)

Implementing a recommender system for Bangladeshi faculty search using machine learning
gan: Hasan, Md.Khalid
Cyhoeddwyd: (2020)

Implementation of diffusion model in realistic face generation
gan: Rahman, Abidur, et al.
Cyhoeddwyd: (2024)

Bank loan prediction using machine learning
gan: Mahottam, Parthosarothi, et al.
Cyhoeddwyd: (2023)

Predicting climate induced floods using machine learning
gan: Saleh, Chowdhury Nafis, et al.
Cyhoeddwyd: (2022)

Application of machine learning in credit risk assessment: a prelude to smart banking
gan: Dhruba, Mir Ishrak Maheer, et al.
Cyhoeddwyd: (2019)

Operations of a rescue robot constructed for assisting secondary disaster situations
gan: Chowdhury, Shadman Sakib, et al.
Cyhoeddwyd: (2015)

Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
Cyhoeddwyd: (2023)

Real time performance analysis on DDoS attack detection using machine learning
gan: Suvra, Debashis Kar, et al.
Cyhoeddwyd: (2021)

A deep learning approach for prediction of ADHD using brain structure
gan: Siam, Shafin Ahad, et al.
Cyhoeddwyd: (2024)

Start up business solution using machine learning
gan: Sohan, Saad Ahmed, et al.
Cyhoeddwyd: (2018)

Transformer vs. RASA model: A thorough attempt to develop conversational Artificial Intelligence to provide automated services to university disciples
gan: Zahir, Shafkat, et al.
Cyhoeddwyd: (2023)

NLP-based AI robot for intelligent interaction
gan: Dastagir, Golam, et al.
Cyhoeddwyd: (2024)

Investigation assistant with suspect anticipating intelligence
gan: Abdullah, Saqueeb, et al.
Cyhoeddwyd: (2019)

Enhancing object clarity in single channel night vision images using deep reinforcement learning
gan: Hossain, Adil, et al.
Cyhoeddwyd: (2021)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
gan: Ferdous, Md.Rubaiat, et al.
Cyhoeddwyd: (2024)

An interpretable transformer based approach to classify Malaria from blood cell images
gan: Islam, Mehafuza, et al.
Cyhoeddwyd: (2023)

Bengali hand sign language recognition using convolutional neural networks
gan: Rumi, Roisul Islam, et al.
Cyhoeddwyd: (2019)

A review on the role of artificial intelligence in healthcare transformation
gan: Brishti, Iffat Ara
Cyhoeddwyd: (2024)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
gan: Kabir, Md Saif, et al.
Cyhoeddwyd: (2024)

Personalization in federated recommendation system using SVD++ with explainability
gan: Patwary, Kabbya Kantam, et al.
Cyhoeddwyd: (2022)

Classifying insect pests from image data using deep learning
gan: Mohsin, Md. Raiyan Bin, et al.
Cyhoeddwyd: (2022)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
gan: Sharma, Tanmoyee, et al.
Cyhoeddwyd: (2021)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
gan: Morshed, Atique, et al.
Cyhoeddwyd: (2021)

Intelligent parking system using machine learning
gan: Abrar, Md. Ishtiak, et al.
Cyhoeddwyd: (2023)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

Performance analysis of cognitive unmanned aerial vehicle
gan: Rahul, Ashiqur Rahman, et al.
Cyhoeddwyd: (2019)

Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
gan: Marvin, Ggaliwango
Cyhoeddwyd: (2022)