Browsing NTNU Open by Author "Karnati, Mohan"
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Benchmarks for machine learning in depression discrimination using electroencephalography signals
Seal, Ayan; Bajpai, Rishabh; Karnati, Mohan; Agnihotri, Jagriti; Yazidi, Anis; Herrera-Viedma, Enrique; Krejcar, Ondrej (Journal article; Peer reviewed, 2022)Diagnosis of depression using electroencephalography (EEG) is an emerging field of study. When mental health facilities are unavailable, the use of EEG as an objective measure for depression management at an individual ... -
FLEPNet: Feature Level Ensemble Parallel Network for Facial Expression Recognition
Karnati, Mohan; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (Journal article; Peer reviewed, 2022) -
LieNet: A deep convolution neural Network framework for detecting deception
Karnati, Mohan; Seal, Ayan; Yazidi, Anis; Krejcar, Ondrej (Peer reviewed; Journal article, 2022)Nowadays, automatic deception detection has received considerable attention in the machine learning community owing to this research interest to its vast applications in the fields of social media, interviews, law enforcement, ... -
A novel multi-scale based deep convolutional neural network for detecting COVID-19 from X-rays
Karnati, Mohan; Seal, Ayan; Sahu, Geet; Yazidi, Anis; Krejcar, Ondrej (Peer reviewed; Journal article, 2022)The COVID-19 pandemic has posed an unprecedented threat to the global public health system, primarily infecting the airway epithelial cells in the respiratory tract. Chest X-ray (CXR) is widely available, faster, and less ... -
Understanding Deep Learning Techniques for Recognition of Human Emotions Using Facial Expressions: A Comprehensive Survey
Karnati, Mohan; Seal, Ayan; Bhattacharjee, Debotosh; Yazidi, Anis; Krejcar, Ondrej (Peer reviewed; Journal article, 2023)Emotion recognition plays a significant role in cognitive psychology research. However, measuring emotions is a challenging task. Thus, several approaches have been designed for facial expression recognition (FER). Although, ...