22 citations · 24 across the 4 of their papers we have counts for
4 papers
PHINN-EEG: Topological Time-Series Analysis of Dream-State EEG -- Dynamic Betti Curves for Dream Content Classification and Topology-Conditioned Neural Signal Synthesis
Ren Takahashi, Emre Yusuf, Jayabrata Bhaduri
Current electroencephalography (EEG)-based dream detection relies on power spectral density (PSD) and statistical moment features, achieving a state-of-the-art area under the recei…
PHINN: Persistent Homology Inspired Neural Network for Rare-Event Time Series Generation
Emre Yusuf, Ren Takahashi, Jayabrata Bhaduri
Rare events in time series are critical to model but hard to learn due to data scarcity. Current generative models struggle with extreme values. We observe that rare events leave d…
A Computer Vision Enabled damage detection model with improved YOLOv5 based on Transformer Prediction Head
Arunabha M. Roy, Jayabrata Bhaduri
Objective:Computer vision-based up-to-date accurate damage classification and localization are of decisive importance for infrastructure monitoring, safety, and the serviceability…
A fast accurate fine-grain object detection model based on YOLOv4 deep neural network
Arunabha M. Roy, Rikhi Bose, Jayabrata Bhaduri
Early identification and prevention of various plant diseases in commercial farms and orchards is a key feature of precision agriculture technology. This paper presents a high-perf…