54 citations · 251 across the 28 of their papers we have counts for
13 papers · 1 filter
Scene Graph Generation with Geometric Context
Vishal Kumar, Albert Mundu, Satish Kumar Singh
Scene Graph Generation has gained much attention in computer vision research with the growing demand in image understanding projects like visual question answering, image captionin…
Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark
Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran Chaudhuri
Neural networks have shown tremendous growth in recent years to solve numerous problems. Various types of neural networks have been introduced to deal with different types of probl…
Vision Transformer Hashing for Image Retrieval
Shiv Ram Dubey, Satish Kumar Singh, Wei-Ta Chu
Deep learning has shown a tremendous growth in hashing techniques for image retrieval. Recently, Transformer has emerged as a new architecture by utilizing self-attention without c…
AdaInject: Injection Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks
Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh +1
The convolutional neural networks (CNNs) are generally trained using stochastic gradient descent (SGD) based optimization techniques. The existing SGD optimizers generally suffer w…
Lossy Medical Image Compression using Residual Learning-based Dual Autoencoder Model
Dipti Mishra, Satish Kumar Singh, Rajat Kumar Singh
In this work, we propose a two-stage autoencoder based compressor-decompressor framework for compressing malaria RBC cell image patches. We know that the medical images used for di…
Signature Verification using Geometrical Features and Artificial Neural Network Classifier
Anamika Jain, Satish Kumar Singh, Krishna Pratap Singh
Signature verification has been one of the major researched areas in the field of computer vision. Many financial and legal organizations use signature verification as access contr…