Structurally and semantically coherent deep image inpainting

Structurally and semantically coherent deep image inpainting

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

Xehetasun bibliografikoak
Egile Nagusiak:	Sami, Mirza Tanzim, Khan, Ehsanul Amin, Rhidita, Ishrat Naiyer
Beste egile batzuk:	Uddin, Jia
Formatua:	Thesis
Hizkuntza:	English
Argitaratua:	BRAC University 2019
Gaiak:	Image inpainting DCGAN Deep learning Differential equations, Partial. Image restoration.
Sarrera elektronikoa:	http://hdl.handle.net/10361/11445

Antzeko izenburuak

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Argitaratua: (2018)

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Partial differential equations /
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Travelling wave and non-travelling wave solutions of nonlinear evolution equation via new generalized and Improved (G'/G) - expansion method
nork: Khan, Anika Tahsin
Argitaratua: (2018)

Exact solutions of fractional differential equations by using new generalized (G´=G)-expansion method
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Argitaratua: (2019)

Finite difference schemes and partial differential equations /
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Reconstruction of images with RPCA and augmenting 3D model
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Numerical methods for nonlinear elliptic differential equations
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The exp-function method for new exact solutions of the nonlinear partial differential equations
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Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
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Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
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Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
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A comparative study of car image generation quality using DCGAN and VSGAN
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Argitaratua: (2022)

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
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Generalized and Improved (G′/G)-Expansion Method for (3+1)-Dimensional Modified KdV-Zakharov-Kuznetsev Equation
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Extended generalized Riccati equation mapping method for the fifth-order Sawada-Kotera equation
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Multiscale methods

Image recognition by deep learning
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Argitaratua: (2018)

Generalized inverse and it’s applications to the solutions of system of linear equations and semigroup
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Deep learning based medical X-ray image recognition and classification
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Argitaratua: (2019)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
nork: Hassan, Mehadi, et al.
Argitaratua: (2021)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
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Argitaratua: (2021)

Deep convolutional GAN-based data augmentation for medical image classification
nork: Datta, Joy, et al.
Argitaratua: (2022)

Elliptic differential equations : theory and numerical treatment /
nork: Hackbusch, Wolfgang, 1948-
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A first course in differential equations with modeling applications /
nork: Zill, Dennis G., 1940-
Argitaratua: (2001)

Differential equations : an introduction to modern methods and applications /
nork: Brannan, James R.
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Detecting Deepfake images using deep convolutional neural network
nork: Dhar, Arpita, et al.
Argitaratua: (2022)