Cited by Minutia reconstruction in sonar images with diffusion probabilistic models

Image Denoising Framework Employing Auto Encoders for Image Reconstruction DOI

Shruti Jain, Monika Bharti, Himanshu Jindal

et al.

Lecture notes in electrical engineering, Journal Year: 2024, Volume and Issue: unknown, P. 171 - 181

Published: Jan. 1, 2024

Language: Английский

Citations

Graphical User Interface for Handwritten Mathematical Expression Employing RNN-based Encoder-Decoder Model DOI

Shruti Jain, Monika Bharti,

Samanvaya Tripathi

et al.

Recent Advances in Computer Science and Communications, Journal Year: 2024, Volume and Issue: 18(1)

Published: May 30, 2024

Aim: Scientific, technical, and educational research domains all heavily rely on handwritten mathematical expressions. The extensive use of online expression recognition is a consequence the availability strong computational touchscreen appliances, such as recent development deep neural networks superior sequence models. Background: Further investigation enhancement these technologies are vital to tackle contemporary obstacles presented by widespread adoption remote learning work arrangements result global health crisis. Objective: Handwritten document processing has gained more attention in last ten years due notable developments network-based computer vision models recognition, well proliferation touch pen-enabled smartphones tablets. It comes naturally people write hand daily interactions. Method: In this patent article, authors implemented Hand written expressions using RNNbased encoder for CROHME dataset. Later, proposed model was validated CNNbased End-to-end decoder techniques. also other datasets. Results: RNN-based yields 82.78%, while CNN-based end-to-end encoder-decoder technique yield 81.38% 80.73%, respectively. Conclusion: 1.6% accuracy improvement attained over 2.4% encoder-decoder. dataset 2019 version results better than

Language: Английский

Citations

Ensemble Diabetic Retinopathy Detection in 2-D Color Fundus Retina Scan DOI

Himanshu Jindal,

Shruti Jain, Akshit Aggarwal

et al.

Wireless Personal Communications, Journal Year: 2024, Volume and Issue: 137(3), P. 1469 - 1490

Published: July 30, 2024

Language: Английский

Citations

Minutia reconstruction in sonar images with diffusion probabilistic models DOI

Boyu Zhao, Qian Zhou, Lijun Huang

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 135, P. 108850 - 108850

Published: June 19, 2024

Language: Английский

Citations