Abhinav Dhall

Orcid: 0000-0002-2230-1440

According to our database1, Abhinav Dhall authored at least 132 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models.
CoRR, 2024

Real, fake and synthetic faces - does the coin have three sides?
CoRR, 2024

Generation and Detection of Sign Language Deepfakes - A Linguistic and Visual Analysis.
CoRR, 2024

GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction.
CoRR, 2024

HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation.
CoRR, 2024

EEG-based Cognitive Load Estimation of Acoustic Parameters for Data Sonification.
CoRR, 2024

DiffAugment: Diffusion based Long-Tailed Visual Relationship Recognition.
CoRR, 2024

Generating Point Cloud Augmentations via Class-Conditioned Diffusion Model.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

2023
<i>Glitch in the matrix</i>: A large scale benchmark for content driven audio-visual forgery detection and localization.
Comput. Vis. Image Underst., November, 2023

Audio-Visual Automatic Group Affect Analysis.
IEEE Trans. Affect. Comput., 2023

AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset.
CoRR, 2023

Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase.
CoRR, 2023

Emolysis: A Multimodal Open-Source Group Emotion Analysis and Visualization Toolkit.
CoRR, 2023

"Glitch in the Matrix!": A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization.
CoRR, 2023

MAGIC-TBR: Multiview Attention Fusion for Transformer-based Bodily Behavior Recognition in Group Settings.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

BEAMER: Behavioral Encoder to Generate Multiple Appropriate Facial Reactions.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Dual Stage Semantic Information Based Generative Adversarial Network For Image Super-Resolution✱.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

Do I Have Your Attention: A Large Scale Engagement Prediction Dataset and Baselines.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

GraphITTI: Attributed Graph-based Dominance Ranking in Social Interaction Videos.
Proceedings of the International Conference on Multimodal Interaction, 2023

Exploring Neurophysiological Responses to Cross-Cultural Deepfake Videos.
Proceedings of the International Conference on Multimodal Interaction, 2023

EmotiW 2023: Emotion Recognition in the Wild Challenge.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

MARLIN: Masked Autoencoder for facial video Representation LearnINg.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ArtHDR-Net: Perceptually Realistic and Accurate HDR Content Creation.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

Social Event Context and Affect Prediction in Group Videos.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022
Analyzing Group-Level Emotion with Global Alignment Kernel based Approach.
IEEE Trans. Affect. Comput., 2022

Automatic Prediction of Group Cohesiveness in Images.
IEEE Trans. Affect. Comput., 2022

Self-Supervised Approach for Facial Movement Based Optical Flow.
IEEE Trans. Affect. Comput., 2022

Frequency aware face hallucination generative adversarial network with semantic structural constraint.
Comput. Vis. Image Underst., 2022

Audio-visual video face hallucination with frequency supervision and cross modality support by speech based lip reading loss.
CoRR, 2022

RAZE: Region Guided Self-Supervised Gaze Representation Learning.
CoRR, 2022

Visual Representations of Physiological Signals for Fake Video Detection.
CoRR, 2022

Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization.
CoRR, 2022

MTGLS: Multi-Task Gaze Estimation with Limited Supervision.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Graph-based Group Modelling for Backchannel Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Transformer Based Approach for Activity Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Sentiment-aware Classifier for Out-of-Context Caption Detection.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Neural Encoding of Songs is Modulated by Their Enjoyment.
Proceedings of the International Conference on Multimodal Interaction, 2022

AV-GAZE: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-profilic Faces.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
UW-GAN: Single-Image Depth Estimation and Image Enhancement for Underwater Images.
IEEE Trans. Instrum. Meas., 2021

Editorial for the special issue of IMAVIS on automatic face analytics for human behavior understanding.
Image Vis. Comput., 2021

Hyperrealistic Image Inpainting with Hypergraphs.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

ADGD'21: 1st Workshop on Synthetic Multimedia - Audiovisual Deepfake Generation and Detection.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

This Explains That: Congruent Image-Report Generation for Explainable Medical Image Analysis with Cyclic Generative Adversarial Networks.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021

FakeBuster: A DeepFakes Detection Tool for Video Conferencing Scenarios.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Large Scale Hierarchical Anomaly Detection and Temporal Localization.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Motion and Region Aware Adversarial Learning for Fall Detection with Thermal Imaging.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

The eyes know it: FakeET- An Eye-tracking Database to Understand Deepfake Perception.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Depth Estimation From Single Image And Semantic Prior.
Proceedings of the IEEE International Conference on Image Processing, 2020


2019
Automatic Speech-Gesture Mapping and Engagement Evaluation in Human Robot Interaction.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

Garuda: a deep learning based solution for capturing selfies safely.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Predicting Group Cohesiveness in Images.
Proceedings of the International Joint Conference on Neural Networks, 2019

Unsupervised Learning of Eye Gaze Representation from the Web.
Proceedings of the International Joint Conference on Neural Networks, 2019

DIF : Dataset of Perceived Intoxicated Faces for Drunk Person Identification.
Proceedings of the International Conference on Multimodal Interaction, 2019

EmotiW 2019: Automatic Emotion, Engagement and Cohesion Prediction Tasks.
Proceedings of the International Conference on Multimodal Interaction, 2019

Domain Adaptation based Topic Modeling Techniques for Engagement Estimation in the Wild.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Expression Empowered ResiDen Network for Facial Action Unit Detection.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Automatic Group Level Affect and Cohesion Prediction in Videos.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2018
Multimodal Framework for Analyzing the Affect of a Group of People.
IEEE Trans. Multim., 2018

Predicting Group Cohesiveness in Images.
CoRR, 2018

Speech-Gesture Mapping and Engagement Evaluation in Human Robot Interaction.
CoRR, 2018

Clustering and Learning from Imbalanced Data.
CoRR, 2018

A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation.
CoRR, 2018

Expression Empowered ResiDen Network for Facial Action Unit Detection.
CoRR, 2018

DIF : Dataset of Intoxicated Faces for Drunk Person Identification.
CoRR, 2018

Dense and Diverse Capsule Networks: Making the Capsules Learn Better.
CoRR, 2018

MsEDNet: Multi-Scale Deep Saliency Learning for Moving Object Detection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

LEDNet: Deep Network for Single Image Haze Removal.
Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Automatic Eye Gaze Estimation using Geometric & Texture-based Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Automatic Group Affect Analysis in Images via Visual Attribute and Feature Networks.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Hybrid Neural Networks Based Approach for Holoscopic Micro-Gesture Recognition in Images and Videos.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Fast Face and Saliency Aware Collage Creation for Mobile Phones.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Role of Group Level Affect to Find the Most Influential Person in Images.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Prediction and Localization of Student Engagement in the Wild.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

A Single Hierarchical Network for Face, Action Unit and Emotion Detection.
Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

DisguiseNet: A Contrastive Approach for Disguised Face Verification in the Wild.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Multi-level Dense Capsule Networks.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Depression Scale Recognition from Audio, Visual and Text Analysis.
CoRR, 2017

Continuous Multimodal Emotion Recognition Approach for AVEC 2017.
CoRR, 2017

From individual to group-level emotion recognition: EmotiW 5.0.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

Detection of universal cross-cultural depression indicators from the physiological signals of observers.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2017

2016
Emotion recognition in the wild.
J. Multimodal User Interfaces, 2016

Analyzing the Affect of a Group of People Using Multi-modal Framework.
CoRR, 2016

Thermal super-pixels for bimodal stress recognition.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

EmotiW 2016: video and group-level emotion recognition challenges.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Emotion recognition in the wild challenge 2016.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

First Impressions - Predicting User Personality from Twitter Profile Images.
Proceedings of the Human Behavior Understanding - 7th International Workshop, 2016

Thermal Imaging Based Elderly Fall Detection.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Automatic Group Happiness Intensity Analysis.
IEEE Trans. Affect. Comput., 2015

Occlusion-Aware Human Pose Estimation with Mixtures of Sub-Trees.
CoRR, 2015

Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

The more the merrier: Analysing the affect of a group of people in images.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Exemplar Hidden Markov Models for classification of facial expressions in videos.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis.
Proceedings of the British Machine Vision Conference 2015, 2015

A temporally piece-wise fisher vector approach for depression analysis.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
Classification and weakly supervised pain localization using multiple segment representation.
Image Vis. Comput., 2014

Thermal spatio-temporal data for stress recognition.
EURASIP J. Image Video Process., 2014

A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

2013
Multimodal assistive technologies for depression diagnosis and monitoring.
J. Multimodal User Interfaces, 2013

Diagnosis of depression by behavioural signals: a multimodal approach.
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge, 2013

Expression analysis in the wild: from individual to groups.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Emotion recognition in the wild challenge 2013.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Emotion recognition in the wild challenge (EmotiW) challenge and workshop summary.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Self-Stimulatory Behaviours in the Wild for Autism Diagnosis.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Monocular Image 3D Human Pose Estimation under Self-Occlusion.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Weakly supervised pain localization using multiple instance learning.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition.
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

Modeling Stress Using Thermal Facial Patterns: A Spatio-temporal Approach.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Relative Body Parts Movement for Automatic Depression Analysis.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Context Based Facial Expression Analysis in the Wild.
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012
Skin Segmentation.
Dataset, July, 2012

Facial Performance Transfer via Deformable Models and Parametric Correspondence.
IEEE Trans. Vis. Comput. Graph., 2012

Collecting Large, Richly Annotated Facial-Expression Databases from Movies.
IEEE Multim., 2012

Correcting pose estimation with implicit occlusion detection and rectification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Neural-net classification for spatio-temporal descriptor based depression analysis.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Group expression intensity estimation in videos via Gaussian Processes.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Regression Based Pose Estimation with Automatic Occlusion Detection and Rectification.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Finding Happiest Moments in a Social Context.
Proceedings of the Computer Vision, 2012

2011
Categorization and Reorientation of Images Based on Low Level Features.
J. Intell. Learn. Syst. Appl., 2011

Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Emotion recognition using PHOG and LPQ features.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

A SSIM-based approach for finding similar facial expressions.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

2010
Facial Expression Based Automatic Album Creation.
Proceedings of the Neural Information Processing. Models and Applications, 2010

2009
Hierarchical System for Content Based Categorization and Orientation of Consumer Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Adaptive Digital Makeup.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009


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