A comparative analysis of the different CNN-LSTM model caption generation of medical images

A comparative analysis of the different CNN-LSTM model caption generation of medical images

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

书目详细资料
Main Authors:	Amin, Mahzabin Yasmin Binte, Shammo, Weney Hasan, Sayed, Jawad Bin, Hossain, MD Junaied
其他作者:	Alam, Md. Golam Rabiul
格式:	Thesis
语言:	English
出版:	Brac University 2023
主题:	Ultrasound image Image captioning Medical image captioning Convolutional Neural Network LSTM Imaging systems in medicine Diagnostic ultrasonic imaging Neural networks (Computer science)
在线阅读:	http://hdl.handle.net/10361/22042

相似书籍

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer
由: Kabir, Muhammad Khubayeeb, et al.
出版: (2023)

Automated image caption generator in Bangla using multimodal learning
由: Rodoshi, Mashiat Hasin, et al.
出版: (2023)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
由: Rahman, Aryan, et al.
出版: (2023)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
由: Dipto, Shakib Mahmud
出版: (2024)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
由: Uddin, Mohammad Sakib, et al.
出版: (2024)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
由: Alvi, Md.Waseq Alauddin
出版: (2024)

Exploring deep features: deeper fully convolutional neural network for image segmentation
由: Kamran, Sharif Amit, et al.
出版: (2017)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
由: Abrar, Muntaqa, et al.
出版: (2021)

Image classification using deep neural network for efficient identification of traffic sign
由: Saha, Sourajit
出版: (2018)

Detecting anomalies in human eyes using structural similarity index measurement
由: Jahan, Monwar, et al.
出版: (2019)

Detection of skin cancer using Convolutional neural network
由: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
出版: (2020)

Comparison of deep transfer learning models for cancer diagnosis
由: Joya, Nadia Islam, et al.
出版: (2023)

A novel approach for digital image watermarking
由: Mitashe, Mashruha Raquib, et al.
出版: (2016)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
由: Ghosh, Swapnil, et al.
出版: (2024)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
由: Mizan, Mubasshira, et al.
出版: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
由: Hasib, Mehadi Hasan, et al.
出版: (2021)

An efficient approach to detect melanoma skin cancer using a custom CNN model
由: Rahman, K.M Saidur, et al.
出版: (2023)

An efficient way to convert 1D signal to 2D digital image using energy values
由: Azad, Muntasir, et al.
出版: (2018)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
由: Gomes, Paul Richie, et al.
出版: (2021)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
由: Irfanuddin, Chowdhury Mohammad, et al.
出版: (2023)

A study on image enhancement methods for printed Bangla document images
由: Islam, Anika Binte, et al.
出版: (2018)

Fetal plane classification from 2D-ultrasound images leveraging squeeze and excitation self-attention mechanism for feature recalibration in MedMamba
由: Riju, Tanjim Islam, et al.
出版: (2024)

Deep learning based medical X-ray image recognition and classification
由: Khan, Md. Rakib Hossain
出版: (2019)

Image encryption and decryption using computer generated holography
由: Istiaque, Md. Asif, et al.
出版: (2018)

Image processing, analysis, and machine vision /
由: Sonka, Milan
出版: (2008)

Computer vision-based Bengali sign language to text generation
由: Tazalli, Tonjih, et al.
出版: (2022)

Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification
由: Faruk, Farhan, et al.
出版: (2024)

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

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
由: Siam, F. M. Jamius, et al.
出版: (2021)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
由: Pavel, Monirul Islam, et al.
出版: (2018)

Digital Image processing using MATLAB /
由: Gonzalez, Rafael C.
出版: (2009)

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

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
由: Mahbub, Riasat, et al.
出版: (2022)

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
由: Islam, Md. Nazmul
出版: (2023)

D-ARTNET22 V1: a neural network framework against stolen digital artworks getting Non-Fungible Token (NFT) labels
由: Dipro, Farhan Hasin, et al.
出版: (2024)

Elemental image and audio synchronization and transmission technique for glasses-free 3D TV system
由: Khan, Amit Hasan, et al.
出版: (2019)

Blurring of inappropriate scenes in a video using image processing
由: Islam, Rahat Shahriar, et al.
出版: (2019)

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

Brain image fMRI data classification and graphical representation of visual object
由: Tasneem, Nazifa Afroza, et al.
出版: (2019)

An efficient ML approach to detect brain tumor using MRI images
由: Muktadir, MD. Arafat, et al.
出版: (2024)