Publications
PhD Thesis
Facial Expression Recognition In The Wild: From Individual To Group, Australian National University 2014 [LINK]
Book chapters
Matthew P. Hyett, Abhinav Dhall and Gordon B. Parker, The Utility of Facial Analysis Algorithms in Detecting Melancholia, Advances in Face Detection and Facial Image Analysis 2016 (accepted).
Editorials
Abhinav Dhall, Roland Goecke, Jyoti Joshi and Tom Gedeon, Emotion Recognition in the Wild Challenge 2016, ACM ICMI 2016.
Abhinav Dhall, Roland Goecke, Tom Gedeon and Nicu Sebe, Emotion Recognition in the Wild. Journal on Multimodal User Interfaces, pages 1-3, Springer, DOI: 10.1007/s12193-016-0213-z, Mar 2016 [PDF] – SpringerLink
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Michael Wagner and Tom Gedeon, Emotion recognition in the wild challenge (EmotiW) challenge and workshop summary, ACM International Conference on Multimodal Interaction (ICMI) 2013.
Journals
Xiaohua Huang, Abhinav Dhall, Guoying Zhao, Roland Goecke and Matti Ppietikainen, Multi-modal Framework for Analyzing the Affect of a Group of People, IEEE Transanctions on Multimedia 2018 (Accepted) (IF-3.50).
Abhinav Dhall, Roland Goecke and Tom Gedeon, Automatic Group Happiness Intensity Analysis, IEEE Transaction on Affective Computing (TAC) 2015 [PDF] (IF-2.47)
Karan Sikka, Abhinav Dhall and Marian Bartlett, Weakly Supervised Pain Localization and Classification with Multiple Segment Learning, Image & Vision Computing, Best of Automatic Faces & Gesture Recognition 2013. [PDF] (IF-1.58)
Nandita Sharma, Abhinav Dhall, Tom Gedeon and Roland Goecke. Thermal spatio-temporal data for stress recognition, EURASIP Journal on Image and Video Processing 2014. [PDF]
Jyoti Joshi, Sharifa Alghowinem, Abhinav Dhall, Roland Goecke, Micael Wagner, Michael Breakspear, Julien Epps, Gordon Parker, Multimodal Assistive Technologies for Depression Diagnosis and Monitoring, Journal of MultiModal User Interfaces (JMUI) Special issue 2012. [PDF]
Abhinav Dhall, Roland Goecke, Simon Lucey and Tom Gedeon,Collecting Large, Richly Annotated Facial-Expression Databases from Movies, IEEE MultiMedia 2012, Special Issue on Large Scale MultiMedia Data Collection (IF-1.76) [PDF] [Database]. [Facial Expressions In The Wild databases - AFEW/SFEW] [One of top cited paper IEEE Multimedia paper in the last 5 years! - LINK]
Akshay Asthana, Miles de la Hunty, Abhinav Dhall and Roland Goecke, Facial Performance Transfer via Deformable Models and Parametric Correspondence, IEEE Transanction on Visualization and Computer Graphics (TVCG) 2012. [PDF] (IF-1.91)
Conferences
Shreya Ghosh, Abhinav Dhall and Nicu Sebe, Automatic Group Affect Analysis in Images via Visual Attribute and Feature Networks, IEEE International Conference on Image Processing 2018 (accepted).
Shreyank Jyoti and Abhinav Dhall, Automatic Eye Gaze Estimation using Geometric & Texture-based Networks, IAPR International Conference on Pattern Recognition 2018 (accepted).
Skand Vishwanath Peri and Abhinav Dhall, DisguiseNet : A Contrastive Approach for Disguised Face Verification in the Wild, CVPR Workshop on Disguised Faces in the Wild 2018 (accepted).
Garima Sharma, Shreyank Saxena and Abhinav Dhall, Hybrid Neural Networks based Approach for Holoscopic Micro-Gesture Recognition in Images and Videos, IEEE Automatic Faces & Gesture Recognition (FG) HoMG 2018 (accepted).
Love Mehta and Abhinav Dhall, Fast Face and Saliency Aware Collage Creation for Mobile Phones, IEEE Automatic Faces & Gesture Recognition (FG) Demo track 2018 (accepted).
Abhinav Dhall, Roland Goecke, Shreya Ghosh, Jyoti Joshi, Jesse Hoey and Tom Gedeon, From Individual to Group-level Emotion Recognition: EmotiW 5.0, ACM ICMI 2017) [PDF].
Abhinav Dhall and Jesse Hoey, First Impressions - Predicting User Personality from Twitter Profile Images, ACM Multimedia Workshop Human Behavior Understanding (HBU) 2016. [PDF]
Ramin Irani, Kamal Nasrollahi, Abhinav Dhall, Thomas B. Moeslund, and Tom Gedeon. "Thermal Super-Pixels for Bimodal Stress Recognition, IEEE International Conference on Image Processing Theory, Tools and Applications (IPTA) 2016.
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Jesse Hoey and Tom Gedeon, EmotiW 2016: Video and Group-level Emotion Recognition Challenges, ACM International Conference on Multimodal Interaction (ICMI) 2016.
Abhinav Dhall, O. V. Ramana Murthy, Roland Goecke, Jyoti Joshi and Tom Gedeon, Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015, ACM International Conference on Multimodal Interaction (ICMI) 2015. [PDF]
Abhinav Dhall and Roland Goecke, A Temporally Piece-wise Fisher Vector Approach for Depression Analysis, Affective Computing & Intelligent Interfaces (ACII) 2015. (Oral - acceptance rate: 28%) [PDF]
Karan Sikka, Abhinav Dhall and Marian Bartlett, Exemplar Hidden Markov Models for Classification of Facial Expressions in Videos, CVPR AMFG workshop 2015. [PROJECT]
Abhinav Dhall, Jyoti Joshi, Karan Sikka, Roland Goecke and Nicu Sebe, The More the Merrier: Analysing the Affect of a Group of People In Images, IEEE Automatic Faces & Gesture Recognition (FG) 2015. [Group-level emotion recognition!] (Oral - acceptance rate: 14%) [PDF]
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Karan Sikka and Tom Gedeon, Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol, ACM ICMI 2014. [PDF]
Xiaohua Huang, Abhinav Dhall, Guoying Zhao, Roland Goecke and Matti Pietikäinen. Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis, British Machine Vision Conference, BMVC 2014. [PDF]
Abhinav Dhall, Karan Sikka, Gwen Littlewort, Roland Goecke and Marian Bartlett, A Discriminative Parts Based Model Approach for Fiducial Points Free and Shape Constrained Head Pose Normalisation In The Wild, WACV 2014. [PDF][Supplementary Material]
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Michael Wagner and Tom Gedeon, Emotion Recognition In The Wild Challenge 2013, ACM International Conference on Multimodal Interaction (ICMI) 2013. [PDF]
Ibrahim Radwan, Abhinav Dhall and Roland Goecke, Monocular Image 3D Human Pose Estimation under Self-Occlusion, IEEE International Conference on Computer Vision (ICCV) 2013. [PDF]
Shyam Rajagopalan, Abhinav Dhall and Roland Goecke, Self-Stimulatory Behaviours in the Wild for Autism Diagnosis, IEEE International Conference on Computer Vision (ICCV) 2013 Workshop CBSICCV 2013.
OV Ramana Murthy, Ibrahim Radwan, Abhinav Dhall and Roland Goecke, On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition, DICTA 2013 [PDF].
Nick Cummins, Jyoti Joshi, Abhinav Dhall, Vidhyasaharan Sethu, Roland Goecke and Julien Epps, Diagnosis of Depression by Behavioural Signals: A Multimodal Approach, AVEC Challenge, ACM Multimedia (MM) 2013. [PDF]
Abhinav Dhall, Context Based Facial Expression Analysis In The Wild, Affective Computing & Intelligent Interfaces (ACII) 2013. [PDF]
Jyoti Joshi, Abhinav Dhall, Roland Goecke and Jeff Cohn, Relative Body Part Movement for Automatic Depression Analysis, Affective Computing & Intelligent Interfaces (ACII) 2013. [PDF]
Nandita Sharma, Abhinav Dhall, Tom Gedeon and Roland Goecke, Thermal Facial Pattern Recognition for Stress Using a Spatio-Temporal Approach, Affective Computing & Intelligent Interfaces (ACII) 2013. [PDF]
Abhinav Dhall, Expression Analysis In The Wild: From Individuals to Group, DC, ACM International Conference on Multimedia Retrieval (ICMR) 2013. [Best Doctoral Consortium Paper Award] [PDF]
Karan Sikka, Abhinav Dhall and Marian Bartlett, Weakly Supervised Pain Localization using Multiple Instance Learning, IEEE International Conference Automatic Faces & Gesture Recognition (FG) 2013. [Best Student Honorable Mention Paper Award] [PDF] [Video/Supplementary Material]
Abhinav Dhall, Jyoti Joshi, Ibrahim Radwan and Roland Goecke, Finding Happiest Moments in a Social Context, Asian Conference on Computer Vision (ACCV) 2012. [PDF] [Supplementary Material][Mood analysis of group of people][HAPPEI database] [23.2% acceptance rate].
Abhinav Dhall and Roland Goecke, Group Expression Intensity Estimation in Videos via Gaussian Processes, International Conference on Pattern Recognition (ICPR) 2012. [PDF] [Database] [Smile Intensity Recognition In The Wild for single and multiple subjects]
Jyoti Joshi, Abhinav Dhall, Roland Goecke, Michael Breakspear and Gordon Parker, Neural-Net Classification For Spatio-Temporal Descriptor Based Depression Analysis, International Conference on Pattern Recognition (ICPR) 2012. [PDF]
Ibrahim Radwan, Abhinav Dhall and Roland Goecke, Correcting Pose Estimation with Implicit Occlusion Detection and Rectification, International Conference on Pattern Recognition (ICPR) 2012. [PDF]
Ibrahim Radwan*, Abhinav Dhall*, Jyoti Joshi and Roland Goecke, Regression Based Pose Estimation with Automatic Occlusion Detection and Rectification, IEEE ICME 2012 (*Equal first authors) [Nominated For Best Paper Award]. [PDF]
Abhinav Dhall, Roland Goecke, Simon Lucey and Tom Gedeon, Static Facial Expression Analysis In Tough Conditions: Data, Evaluation Protocol And Benchmark, ICCV 2011 BEFIT workshop. [PDF] [Slides]
Abhinav Dhall, Akshay Asthana and Roland Goecke, A SSIM-Based Approach for Finding Similar Facial Expressions, In Proceedings of the 1st International Workshop on Emotion Synthesis, Representation, and Analysis in Continuous SpaceEmoSPACE 2011, IEEE Automatic Face and Gesture Recognition Conference FG2011, Santa Barbara (CA), USA, 20-25 March 2011. [PDF]
Abhinav Dhall, Akshay Asthana, Roland Goecke and Tom Gedeon, Emotion Recognition Using PHOG and LPQ features, In Proceedings of the Workshop on Facial Expression Recognition and Analysis Challenge FERA2011, IEEE Automatic Face and Gesture Recognition Conference FG2011, Santa Barbara (CA), USA, 20-25 March 2011. [PDF]
Abhinav Dhall, Akshay Asthana, Roland Goecke, Facial Expression Based Automatic Album Creation, In Proceedings of the 17th International Conference on Neural Information Processing ICONIP2010, pages 485-492, Lecture Notes in Computer Science LNCS 6444, Sydney, Australia, 22-25 Nov. 2010. [PDF]
Abhinav Dhall, Gaurav Sharma, Rajen Bhatt, Ghulam Mohuiddin Khan, Adaptive Digital Makeup, In Proceedings of the 5th International Symposium on Visual Computing, ISVC 2009. [PDF]
Gaurav Sharma, Abhinav Dhall, Santanu Chaudhary, Rajen Bhatt, Hierarchical System for Content based Categorization and Orientation of Consumer Images, In Proceedings of the 3rd International Conference on Pattern Recognition & Machine Intelligence PReMI 2009. [PDF]
Rajen Bhatt, Abhinav Dhall, Gaurav Sharma, Santanu Chaudhury, Efficient Skin Region Segmentation using Low Complexity Fuzzy Decision Tree Model. In Proceedings of the IEEE INDICON 2009, India. [PDF]