Satish Kumar Singh | DeepAI

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Featured Co-authors

Shiv Ram Dubey
40 publications
Senior Member
19 publications
Snehasis Mukherjee
17 publications
Hwee Kuan Lee
14 publications
Soumendu Chakraborty
12 publications
Bidyut B. Chaudhuri
10 publications
Pavan Chakraborty
9 publications
Swalpa Kumar Roy
7 publications
Bidyut Baran Chaudhuri
6 publications
Suvidha Tripathi
5 publications
S. H. Shabbeer Basha
5 publications

∙ 02/17/2023

Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey

Generative Adversarial Networks (GANs) have been very successful for syn...

0 Shiv Ram Dubey, et al. ∙

∙ 10/12/2022

AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs

The stochastic gradient descent (SGD) optimizers are generally used to t...

0 Shiv Ram Dubey, et al. ∙

∙ 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...

30 Suvidha Tripathi, et al. ∙

∙ 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...

0 Suvidha Tripathi, et al. ∙

∙ 02/22/2022

An Object Aware Hybrid U-Net for Breast Tumour Annotation

In the clinical settings, during digital examination of histopathologica...

0 Suvidha Tripathi, et al. ∙

∙ 02/21/2022

Cell nuclei classification in histopathological images using hybrid OLConvNet

Computer-aided histopathological image analysis for cancer detection is ...

0 Suvidha Tripathi, et al. ∙

∙ 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 ...

0 Soumendu Chakraborty, et al. ∙

∙ 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...

11 Soumendu Chakraborty, et al. ∙

∙ 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...

11 Soumendu Chakraborty, et al. ∙

∙ 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...

9 Soumendu Chakraborty, et al. ∙

∙ 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...

5 Soumendu Chakraborty, et al. ∙

∙ 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...

12 Soumendu Chakraborty, et al. ∙

∙ 11/25/2021

Scene Graph Generation with Geometric Context

Scene Graph Generation has gained much attention in computer vision rese...

0 Vishal Kumar, et al. ∙

∙ 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...

40 Shiv Ram Dubey, et al. ∙

∙ 09/26/2021

Vision Transformer Hashing for Image Retrieval

Deep learning has shown a tremendous growth in hashing techniques for im...

0 Shiv Ram Dubey, et al. ∙

∙ 09/26/2021

Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks

In this paper, we propose a new approach, hereafter referred as AdaInjec...

0 Shiv Ram Dubey, et al. ∙

∙ 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...

0 Dipti Mishra, et al. ∙

∙ 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...

0 Anamika Jain, et al. ∙

∙ 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...

11 Suranjan Goswami, et al. ∙

∙ 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...

0 Suvidha Tripathi, et al. ∙

∙ 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...

0 Dipti Mishra, et al. ∙

∙ 02/02/2021

Face Recognition using 3D CNNs

The area of face recognition is one of the most widely researched areas ...

0 Nayaneesh Kumar Mishra, et al. ∙

∙ 02/02/2021

Face Recognition Using Sf_3CNN With Higher Feature Discrimination

With the advent of 2-dimensional Convolution Neural Networks (2D CNNs), ...

0 Nayaneesh Kumar Mishra, et al. ∙

∙ 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...

1 Suranjan Goswami, et al. ∙

∙ 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 ...

0 Soumendu Chakraborty, et al. ∙

∙ 09/12/2019

diffGrad: An Optimization Method for Convolutional Neural Networks

Stochastic Gradient Decent (SGD) is one of the core techniques behind th...

0 Shiv Ram Dubey, et al. ∙