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02/17/2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey
Generative Adversarial Networks (GANs) have been very successful for syn...
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10/12/2022
AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs
The stochastic gradient descent (SGD) optimizers are generally used to t...
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02/22/2022
Bag of Visual Words (BoVW) with Deep Features – Patch Classification Model for Limited Dataset of Breast Tumours
Currently, the computational complexity limits the training of high reso...
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02/22/2022
Ensembling Handcrafted Features with Deep Features: An Analytical Study for Classification of Routine Colon Cancer Histopathological Nuclei Images
The use of Deep Learning (DL) based methods in medical histopathology im...
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02/22/2022
An Object Aware Hybrid U-Net for Breast Tumour Annotation
In the clinical settings, during digital examination of histopathologica...
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02/21/2022
Cell nuclei classification in histopathological images using hybrid OLConvNet
Computer-aided histopathological image analysis for cancer detection is ...
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01/03/2022
Local Directional Gradient Pattern: A Local Descriptor for Face Recognition
In this paper a local pattern descriptor in high order derivative space ...
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01/03/2022
Cascaded Asymmetric Local Pattern: A Novel Descriptor for Unconstrained Facial Image Recognition and Retrieval
Feature description is one of the most frequently studied areas in the e...
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01/03/2022
Local Quadruple Pattern: A Novel Descriptor for Facial Image Recognition and Retrieval
In this paper a novel hand crafted local quadruple pattern (LQPAT) is pr...
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01/03/2022
Centre Symmetric Quadruple Pattern: A Novel Descriptor for Facial Image Recognition and Retrieval
Facial features are defined as the local relationships that exist amongs...
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01/03/2022
Local Gradient Hexa Pattern: A Descriptor for Face Recognition and Retrieval
Local descriptors used in face recognition are robust in a sense that th...
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01/03/2022
R-Theta Local Neighborhood Pattern for Unconstrained Facial Image Recognition and Retrieval
In this paper R-Theta Local Neighborhood Pattern (RTLNP) is proposed for...
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11/25/2021
Scene Graph Generation with Geometric Context
Scene Graph Generation has gained much attention in computer vision rese...
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09/29/2021
A Comprehensive Survey and Performance Analysis of Activation Functions in Deep Learning
Neural networks have shown tremendous growth in recent years to solve nu...
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09/26/2021
Vision Transformer Hashing for Image Retrieval
Deep learning has shown a tremendous growth in hashing techniques for im...
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09/26/2021
Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks
In this paper, we propose a new approach, hereafter referred as AdaInjec...
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08/24/2021
Lossy Medical Image Compression using Residual Learning-based Dual Autoencoder Model
In this work, we propose a two-stage autoencoder based compressor-decomp...
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08/04/2021
Signature Verification using Geometrical Features and Artificial Neural Network Classifier
Signature verification has been one of the major researched areas in the...
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07/13/2021
A Novel Deep Learning Method for Thermal to Annotated Thermal-Optical Fused Images
Thermal Images profile the passive radiation of objects and capture them...
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06/05/2021
An End-to-End Breast Tumour Classification Model Using Context-Based Patch Modelling- A BiLSTM Approach for Image Classification
Researchers working on computational analysis of Whole Slide Images (WSI...
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04/11/2021
Edge-Aware Image Compression using Deep Learning-based Super-resolution Network
We propose a learning-based compression scheme that envelopes a standard...
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02/02/2021
Face Recognition using 3D CNNs
The area of face recognition is one of the most widely researched areas ...
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02/02/2021
Face Recognition Using Sf_3CNN With Higher Feature Discrimination
With the advent of 2-dimensional Convolution Neural Networks (2D CNNs), ...
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01/18/2021
A Novel Registration Colorization Technique for Thermal to Cross Domain Colorized Images
Thermal images can be obtained as either grayscale images or pseudo colo...
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01/09/2021
Facial Biometric System for Recognition using Extended LGHP Algorithm on Raspberry Pi
In todays world, where the need for security is paramount and biometric ...
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09/12/2019