Topic models for scene analysis and abnormality detection. - Jagannadan Varadarajan; Jean-Marc Odobez (ICCV Workshops, 2009)

Probabilistic Latent Sequential Motifs: Discovering Temporal Activity Patterns in Video Scenes. - Jagannadan Varadarajan; Rémi Emonet; Jean-Marc Odobez (BMVC, 2010)

Multi-camera open space human activity discovery for anomaly detection. - Rémi Emonet; Jagannadan Varadarajan; Jean-Marc Odobez (AVSS, 2011)

Extracting and locating temporal motifs in video scenes using a hierarchical non parametric Bayesian model. - Rémi Emonet; Jagannadan Varadarajan; Jean-Marc Odobez (CVPR, 2011)

Bridging the past, present and future: Modeling scene activities from event relationships and global rules. - Jagannadan Varadarajan; Rémi Emonet; Jean-Marc Odobez (CVPR, 2012)

A Topic Model Approach to Representing and Classifying Football Plays. - Jagannadan Varadarajan; Indriyati Atmosukarto; Shaunak Ahuja; Bernard Ghanem; Narendra Ahuja (BMVC, 2013)

A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs. - Jagannadan Varadarajan; Rémi Emonet; Jean-Marc Odobez (Int. J. Comput. Vis., 2013)

Improving head and body pose estimation through semi-supervised manifold alignment. - Alexandre Heili; Jagannadan Varadarajan; Bernard Ghanem; Narendra Ahuja; Jean-Marc Odobez (ICIP, 2014)

A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations. - Mojtaba Khomami Abadi; Azad Abad; Ramanathan Subramanian; Negar Rostamzadeh; Elisa Ricci 001; Jagannadan Varadarajan; Nicu Sebe (CrowdMM, 2014)

Temporal Analysis of Motif Mixtures Using Dirichlet Processes. - Rémi Emonet; Jagannadan Varadarajan; Jean-Marc Odobez (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations from Surveillance Videos. - Elisa Ricci 001; Jagannadan Varadarajan; Ramanathan Subramanian; Samuel Rota Bulò; Narendra Ahuja; Oswald Lanz (ICCV, 2015)

Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes. - Ramanathan Subramanian; Jagannadan Varadarajan; Elisa Ricci 001; Oswald Lanz; Stefan Winkler 001 (ACM Multimedia, 2015)

On the Essence of Unsupervised Detection of Anomalous Motion in Surveillance Videos. - Abdullah A. Abuolaim; Wee Kheng Leow; Jagannadan Varadarajan; Narendra Ahuja (CAIP (1), 2017)

Robust Visual Tracking Using Oblique Random Forests. - Le Zhang 001; Jagannadan Varadarajan; Ponnuthurai Nagaratnam Suganthan; Narendra Ahuja; Pierre Moulin (CVPR, 2017)

Multi-modal social interaction recognition using view-invariant features. - Rim Trabelsi; Jagannadan Varadarajan; Yong Pei; Le Zhang 001; Issam Jabri; Ammar Bouallegue; Pierre Moulin (ISIAA@ICMI, 2017)

Robust Multi-Modal Cues for Dyadic Human Interaction Recognition. - Rim Trabelsi; Jagannadan Varadarajan; Yong Pei; Le Zhang 001; Issam Jabri; Ammar Bouallegue; Pierre Moulin (MUSA2@MM, 2017)

Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification. - Jagannadan Varadarajan; Ramanathan Subramanian; Narendra Ahuja; Pierre Moulin; Jean-Marc Odobez (WACV, 2017)

Road Speed Profiling for Upfront Travel Time Estimation. - Abhinav Sunderrajan; Jagannadan Varadarajan; Kong Wei Lye (ICDM Workshops, 2018)

GPU Accelerated Probabilistic Latent Sequential Motifs for Activity Analysis. - K. Wasif Mohiuddin; Jagannadan Varadarajan; Rémi Emonet; Jean-Marc Odobez; Pierre Moulin (VISIGRAPP (5: VISAPP), 2018)

Joint Estimation of Human Pose and Conversational Groups from Social Scenes. - Jagannadan Varadarajan; Ramanathan Subramanian; Samuel Rota Bulò; Narendra Ahuja; Oswald Lanz; Elisa Ricci 001 (Int. J. Comput. Vis., 2018)

Grab-Posisi: An Extensive Real-Life GPS Trajectory Dataset in Southeast Asia. - Xiaocheng Huang; Yifang Yin; Simon Lim; Guanfeng Wang; Bo Hu; Jagannadan Varadarajan; Shaolin Zheng; Ajay Bulusu; Roger Zimmermann (PredictGIS@SIGSPATIAL, 2019)

Multi-scale Graph Convolutional Network for Intersection Detection from GPS Trajectories. - Yifang Yin; Abhinav Sunderrajan; Xiaocheng Huang; Jagannadan Varadarajan; Guanfeng Wang; Dhruva Sahrawat; Ying Zhang 047; Roger Zimmermann; See-Kiong Ng (GeoAI@SIGSPATIAL, 2019)

Action Recognition Using Co-trained Deep Convolutional Neural Networks. - Le Zhang 001; Jagannadan Varadarajan; Yong Pei (IJCAI, 2019)

Sextant: Grab's Scalable In-Memory Spatial Data Store for Real-Time K-Nearest Neighbour Search. - Zhiyin Zhang; Xiaocheng Huang; Chaotang Sun; Shaolin Zheng; Bo Hu; Jagannadan Varadarajan; Yifang Yin; Roger Zimmermann; Guanfeng Wang (MDM, 2019)

Understanding the Dynamics of Social Interactions: A Multi-Modal Multi-View Approach. - Rim Trabelsi; Jagannadan Varadarajan; Le Zhang 001; Issam Jabri; Yong Pei; Fethi Smach; Ammar Bouallegue; Pierre Moulin (ACM Trans. Multim. Comput. Commun. Appl., 2019)

STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation. - Nicholas Lim; Bryan Hooi; See-Kiong Ng; Xueou Wang; Yong Liang Goh; Renrong Weng; Jagannadan Varadarajan (CIKM, 2020)

PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training. - An Tran; Ali Zonoozi; Jagannadan Varadarajan; Hannes Kruppa (SUMAC @ ACM Multimedia, 2020)

A Multi-task Learning Framework for Road Attribute Updating via Joint Analysis of Map Data and GPS Traces. - Yifang Yin; Jagannadan Varadarajan; Guanfeng Wang; Xueou Wang; Dhruva Sahrawat; Roger Zimmermann; See-Kiong Ng (WWW, 2020)

An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion. - Ying Zhang 047; Yifang Yin; Roger Zimmermann; Guanfeng Wang; Jagannadan Varadarajan; See-Kiong Ng (IEEE Access, 2020)

Hierarchically Aggregated Deep Convolutional Neural Networks for Action Recognition. - Le Zhang 001; Jagannadan Varadarajan; Yong Pei; Zhenghua Chen (Generalization with Deep Learning, 2021)

Multimodal Fusion of Satellite Images and Crowdsourced GPS Traces for Robust Road Attribute Detection. - Yifang Yin; An Tran; Ying Zhang 047; Wenmiao Hu; Guanfeng Wang; Jagannadan Varadarajan; Roger Zimmermann; See-Kiong Ng (SIGSPATIAL/GIS, 2021)