Search Results for author: Puneet Kumar

Found 12 papers, 5 papers with code

Measuring Non-Typical Emotions for Mental Health: A Survey of Computational Approaches

no code implementations9 Mar 2024 Puneet Kumar, Alexander Vedernikov, Xiaobai Li

This survey is the first to simultaneously explore computational methods for analyzing stress, depression, and engagement.

Emotion Recognition

Synthesizing Sentiment-Controlled Feedback For Multimodal Text and Image Data

1 code implementation12 Feb 2024 Puneet Kumar, Sarthak Malik, Balasubramanian Raman, Xiaobai Li

It implements an interpretability technique to analyze the contribution of textual and visual features during the generation of uncontrolled and controlled feedback.

Marketing Sentiment Analysis +1

Interpretable Multimodal Emotion Recognition using Facial Features and Physiological Signals

no code implementations5 Jun 2023 Puneet Kumar, Xiaobai Li

This paper aims to demonstrate the importance and feasibility of fusing multimodal information for emotion recognition.

Emotion Classification Feature Importance +1

Interpretable Multimodal Emotion Recognition using Hybrid Fusion of Speech and Image Data

1 code implementation25 Aug 2022 Puneet Kumar, Sarthak Malik, Balasubramanian Raman

A new interpretability technique has been developed to identify the important speech & image features leading to the prediction of particular emotion classes.

Multimodal Emotion Recognition

Hybrid Fusion Based Interpretable Multimodal Emotion Recognition with Limited Labelled Data

1 code implementation24 Aug 2022 Puneet Kumar, Sarthak Malik, Balasubramanian Raman, Xiaobai Li

This paper proposes a multimodal emotion recognition system, VIsual Spoken Textual Additive Net (VISTA Net), to classify emotions reflected by multimodal input containing image, speech, and text into discrete classes.

Multimodal Emotion Recognition

Affective Feedback Synthesis Towards Multimodal Text and Image Data

1 code implementation23 Mar 2022 Puneet Kumar, Gaurav Bhat, Omkar Ingle, Daksh Goyal, Balasubramanian Raman

A feedback synthesis system has been proposed and trained using ground-truth human comments along with image-text input.

Region extraction based approach for cigarette usage classification using deep learning

no code implementations23 Mar 2021 Anshul Pundhir, Deepak Verma, Puneet Kumar, Balasubramanian Raman

This paper has proposed a novel approach to classify the subjects' smoking behavior by extracting relevant regions from a given image using deep learning.

Classification General Classification

Domain Adaptation based Interpretable Image Emotion Recognition using Facial Expression Recognition

no code implementations17 Nov 2020 Puneet Kumar, Balasubramanian Raman

It addresses the challenge of the insufficient availability of pre-trained models and well-annotated datasets for image emotion recognition (IER).

Domain Adaptation Emotion Classification +3

Evolution of Artificial Intelligent Plane

no code implementations8 Nov 2020 Puneet Kumar

To the best of our knowledge this is the first survey report which represents a complete comparison of AI planes with their investigation issues in several types of networks.

Management

Cannot find the paper you are looking for? You can Submit a new open access paper.