Automatic Bengali image captioning using efficientNet-transformer network and vision transformer

Automatic Bengali image captioning using efficientNet-transformer network and vision transformer

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

Xehetasun bibliografikoak
Egile Nagusiak:	Kabir, Muhammad Khubayeeb, Labonno, Anindita, Amin, Sofia, Tahsin, Fariha
Beste egile batzuk:	Rahman, Md. Khalilur
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	Brac University 2023
Gaiak:	Image captioning Image encoders EfficientNet Vision transformer BanglaLekhaImageCaptions BLEU Transformer architecture Image analysis. Image processing > Digital techniques.
Sarrera elektronikoa:	http://hdl.handle.net/10361/19358

Antzeko izenburuak

A comparative analysis of the different CNN-LSTM model caption generation of medical images
nork: Amin, Mahzabin Yasmin Binte, et al.
Argitaratua: (2023)

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

Image processing, analysis, and machine vision /
nork: Sonka, Milan
Argitaratua: (2008)

Vision Transformer (ViT) approach in computer aided diagnosis of acute lymphoblastic leukemia
nork: Amin, Sifatul, et al.
Argitaratua: (2023)

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

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

Retinal Diseases Detection using Deep Learning
nork: Mashfi, Shahriar, et al.
Argitaratua: (2023)

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

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

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

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

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

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

Digital Image processing using MATLAB /
nork: Gonzalez, Rafael C.
Argitaratua: (2009)

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

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

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

Navigational intelligence at river: a laser-based imaging approach for nocturnal vessel detection
nork: Zafreen, Zasia, et al.
Argitaratua: (2024)

Structurally and semantically coherent deep image inpainting
nork: Sami, Mirza Tanzim, et al.
Argitaratua: (2019)

Bangla sign language interpretation using image processing
nork: Arko, Fahmid Nasif, et al.
Argitaratua: (2017)

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

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

An improved image registration technique for shape reconstruction
nork: Roy, Biprojit, et al.
Argitaratua: (2017)

Facial recognition using dynamic image processing
nork: Haque, Md. Asiful, et al.
Argitaratua: (2017)

Translating words to images: adaptation in practice
nork: Samiha, Maisha
Argitaratua: (2018)

A new pattern recognition method for abnormal event detection in crowded scenarios
nork: Mostafa, Tahjid Ashfaque
Argitaratua: (2017)

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

Smoke detection using image processing
nork: Sarker, Md. Kamrujjaman
Argitaratua: (2018)

Disaster management using image processing
nork: Khan, Wasik Ahmed
Argitaratua: (2018)

Digital image processing : PIKS inside /
nork: Pratt, William K.
Argitaratua: (2004)

Digital image processing /
nork: Gonzalez, Rafael C.
Argitaratua: (2002)

Crop monitoring system using image processing and environmental data
nork: Rabbi, Shadman, et al.
Argitaratua: (2019)

A robust cursor activity control with Iris gesture and blink detection technique
nork: Islam, Md. Rayhan Al, et al.
Argitaratua: (2019)

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

Digital geometry : geometric methods for digital picture analysis /
nork: Klette, Reinhard
Argitaratua: (2004)

Practical algorithms for image analysis : description, examples, programs, and projects /
nork: O'Gorman, Lawrence
Argitaratua: (2008)

Blood group detection using image processing techniques
nork: Rahman, Sakib, et al.
Argitaratua: (2018)

Road sign detection and translation in Bangla using image processing and machine learning
nork: Islam, Khalid Amirul, et al.
Argitaratua: (2019)

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

Study on elemental image generation algorithms for integral imaging 3D display systems
nork: Akhter, Nasrin, et al.
Argitaratua: (2017)