Jagannadan Varadarajan

33 papers A* 7A 4B 3Journal 7Unranked 11

Year	Rank	Type	Title / Venue / Authors
2021	—	`ch.`	Hierarchically Aggregated Deep Convolutional Neural Networks for Action Recognition. Generalization with Deep Learning Le Zhang, Jagannadan Varadarajan, Yong Pei, Zhenghua Chen
2021	—	`conf`	Multimodal Fusion of Satellite Images and Crowdsourced GPS Traces for Robust Road Attribute Detection. SIGSPATIAL/GIS Yifang Yin, An Tran, Ying Zhang, Wenmiao Hu, Guanfeng Wang, Jagannadan Varadarajan, Roger Zimmermann, See-Kiong Ng
2020	A*	`conf`	A Multi-task Learning Framework for Road Attribute Updating via Joint Analysis of Map Data and GPS Traces. WWW Yifang Yin, Jagannadan Varadarajan, Guanfeng Wang, Xueou Wang, Dhruva Sahrawat, Roger Zimmermann, See-Kiong Ng
2020	J	`jnl`	An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion. IEEE Access Ying Zhang, Yifang Yin, Roger Zimmermann, Guanfeng Wang, Jagannadan Varadarajan, See-Kiong Ng
2020	—	`conf`	PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training. SUMAC @ ACM Multimedia An Tran, Ali Zonoozi, Jagannadan Varadarajan, Hannes Kruppa
2020	J	`jnl`	PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training. CoRR An Tran, Ali Zonoozi, Jagannadan Varadarajan, Hannes Kruppa
2020	A	`conf`	STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation. CIKM Nicholas Lim, Bryan Hooi, See-Kiong Ng, Xueou Wang, Yong Liang Goh, Renrong Weng, Jagannadan Varadarajan
2020	J	`jnl`	STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation. CoRR Nicholas Lim, Bryan Hooi, See-Kiong Ng, Xueou Wang, Yong Liang Goh, Renrong Weng, Jagannadan Varadarajan
2019	A*	`conf`	Action Recognition Using Co-trained Deep Convolutional Neural Networks. IJCAI Le Zhang, Jagannadan Varadarajan, Yong Pei
2019	—	`conf`	Grab-Posisi: An Extensive Real-Life GPS Trajectory Dataset in Southeast Asia. PredictGIS@SIGSPATIAL Xiaocheng Huang, Yifang Yin, Simon Lim, Guanfeng Wang, Bo Hu, Jagannadan Varadarajan, Shaolin Zheng, Ajay Bulusu, Roger Zimmermann
2019	—	`conf`	Multi-scale Graph Convolutional Network for Intersection Detection from GPS Trajectories. GeoAI@SIGSPATIAL Yifang Yin, Abhinav Sunderrajan, Xiaocheng Huang, Jagannadan Varadarajan, Guanfeng Wang, Dhruva Sahrawat, Ying Zhang, Roger Zimmermann, See-Kiong Ng
2019	B	`conf`	Sextant: Grab's Scalable In-Memory Spatial Data Store for Real-Time K-Nearest Neighbour Search. MDM Zhiyin Zhang, Xiaocheng Huang, Chaotang Sun, Shaolin Zheng, Bo Hu, Jagannadan Varadarajan, Yifang Yin, Roger Zimmermann, Guanfeng Wang
2019	J	`jnl`	Understanding the Dynamics of Social Interactions: A Multi-Modal Multi-View Approach. ACM Trans. Multim. Comput. Commun. Appl. Rim Trabelsi, Jagannadan Varadarajan, Le Zhang, Issam Jabri, Yong Pei, Fethi Smach, Ammar Bouallegue, Pierre Moulin
2018	—	`conf`	GPU Accelerated Probabilistic Latent Sequential Motifs for Activity Analysis. VISIGRAPP (5: VISAPP) K. Wasif Mohiuddin, Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez, Pierre Moulin
2018	J	`jnl`	Joint Estimation of Human Pose and Conversational Groups from Social Scenes. Int. J. Comput. Vis. Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulò, Narendra Ahuja, Oswald Lanz, Elisa Ricci
2018	—	`conf`	Road Speed Profiling for Upfront Travel Time Estimation. ICDM Workshops Abhinav Sunderrajan, Jagannadan Varadarajan, Kong Wei Lye
2017	A	`conf`	Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification. WACV Jagannadan Varadarajan, Ramanathan Subramanian, Narendra Ahuja, Pierre Moulin, Jean-Marc Odobez
2017	—	`conf`	Multi-modal social interaction recognition using view-invariant features. ISIAA@ICMI Rim Trabelsi, Jagannadan Varadarajan, Yong Pei, Le Zhang, Issam Jabri, Ammar Bouallegue, Pierre Moulin
2017	—	`conf`	On the Essence of Unsupervised Detection of Anomalous Motion in Surveillance Videos. CAIP (1) Abdullah A. Abuolaim, Wee Kheng Leow, Jagannadan Varadarajan, Narendra Ahuja
2017	—	`conf`	Robust Multi-Modal Cues for Dyadic Human Interaction Recognition. MUSA2@MM Rim Trabelsi, Jagannadan Varadarajan, Yong Pei, Le Zhang, Issam Jabri, Ammar Bouallegue, Pierre Moulin
2017	A*	`conf`	Robust Visual Tracking Using Oblique Random Forests. CVPR Le Zhang, Jagannadan Varadarajan, Ponnuthurai Nagaratnam Suganthan, Narendra Ahuja, Pierre Moulin
2015	A*	`conf`	Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes. ACM Multimedia Ramanathan Subramanian, Jagannadan Varadarajan, Elisa Ricci, Oswald Lanz, Stefan Winkler
2015	A*	`conf`	Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations from Surveillance Videos. ICCV Elisa Ricci, Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulò, Narendra Ahuja, Oswald Lanz
2014	—	`conf`	A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations. CrowdMM Mojtaba Khomami Abadi, Azad Abad, Ramanathan Subramanian, Negar Rostamzadeh, Elisa Ricci, Jagannadan Varadarajan, Nicu Sebe
2014	B	`conf`	Improving head and body pose estimation through semi-supervised manifold alignment. ICIP Alexandre Heili, Jagannadan Varadarajan, Bernard Ghanem, Narendra Ahuja, Jean-Marc Odobez
2014	J	`jnl`	Temporal Analysis of Motif Mixtures Using Dirichlet Processes. IEEE Trans. Pattern Anal. Mach. Intell. Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez
2013	J	`jnl`	A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs. Int. J. Comput. Vis. Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
2013	A	`conf`	A Topic Model Approach to Representing and Classifying Football Plays. BMVC Jagannadan Varadarajan, Indriyati Atmosukarto, Shaunak Ahuja, Bernard Ghanem, Narendra Ahuja
2012	A*	`conf`	Bridging the past, present and future: Modeling scene activities from event relationships and global rules. CVPR Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
2011	A*	`conf`	Extracting and locating temporal motifs in video scenes using a hierarchical non parametric Bayesian model. CVPR Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez
2011	B	`conf`	Multi-camera open space human activity discovery for anomaly detection. AVSS Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez
2010	A	`conf`	Probabilistic Latent Sequential Motifs: Discovering Temporal Activity Patterns in Video Scenes. BMVC Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez
2009	—	`conf`	Topic models for scene analysis and abnormality detection. ICCV Workshops Jagannadan Varadarajan, Jean-Marc Odobez