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ORCIDJagannadan Varadarajan
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2020 – today
- 2021
[c25]Yifang Yin, An Tran, Ying Zhang, Wenmiao Hu, Guanfeng Wang, Jagannadan Varadarajan, Roger Zimmermann, See-Kiong Ng:
Multimodal Fusion of Satellite Images and Crowdsourced GPS Traces for Robust Road Attribute Detection. SIGSPATIAL/GIS 2021: 107-116- [p1]Le Zhang
, Jagannadan Varadarajan, Yong Pei, Zhenghua Chen:
Hierarchically Aggregated Deep Convolutional Neural Networks for Action Recognition. Generalization with Deep Learning 2021: 31-53 - 2020
- [j5]Ying Zhang, Yifang Yin, Roger Zimmermann, Guanfeng Wang, Jagannadan Varadarajan, See-Kiong Ng:
An Enhanced GAN Model for Automatic Satellite-to-Map Image Conversion. IEEE Access 8: 176704-176716 (2020) - [c24]Nicholas Lim, Bryan Hooi, See-Kiong Ng, Xueou Wang, Yong Liang Goh, Renrong Weng, Jagannadan Varadarajan:
STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation. CIKM 2020: 845-854 - [c23]An Tran, Ali Zonoozi, Jagannadan Varadarajan, Hannes Kruppa:
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training. SUMAC @ ACM Multimedia 2020: 57-64 - [c22]Yifang Yin, Jagannadan Varadarajan, Guanfeng Wang, Xueou Wang, Dhruva Sahrawat, Roger Zimmermann, See-Kiong Ng:
A Multi-task Learning Framework for Road Attribute Updating via Joint Analysis of Map Data and GPS Traces. WWW 2020: 2662-2668 - [i2]An Tran, Ali Zonoozi, Jagannadan Varadarajan, Hannes Kruppa:
PP-LinkNet: Improving Semantic Segmentation of High Resolution Satellite Imagery with Multi-stage Training. CoRR abs/2010.06932 (2020) - [i1]Nicholas Lim, Bryan Hooi, See-Kiong Ng, Xueou Wang, Yong Liang Goh, Renrong Weng, Jagannadan Varadarajan:
STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation. CoRR abs/2010.07024 (2020)
2010 – 2019
- 2019
- [j4]Rim Trabelsi, Jagannadan Varadarajan, Le Zhang, Issam Jabri, Yong Pei, Fethi Smach, Ammar Bouallegue, Pierre Moulin:
Understanding the Dynamics of Social Interactions: A Multi-Modal Multi-View Approach. ACM Trans. Multim. Comput. Commun. Appl. 15(1s): 15:1-15:16 (2019) - [c21]Xiaocheng Huang, Yifang Yin, Simon Lim, Guanfeng Wang, Bo Hu, Jagannadan Varadarajan, Shaolin Zheng, Ajay Bulusu, Roger Zimmermann:
Grab-Posisi: An Extensive Real-Life GPS Trajectory Dataset in Southeast Asia. PredictGIS@SIGSPATIAL 2019: 1-10 - [c20]Yifang Yin, Abhinav Sunderrajan, Xiaocheng Huang, Jagannadan Varadarajan, Guanfeng Wang, Dhruva Sahrawat, Ying Zhang, Roger Zimmermann, See-Kiong Ng:
Multi-scale Graph Convolutional Network for Intersection Detection from GPS Trajectories. GeoAI@SIGSPATIAL 2019: 36-39 - [c19]Le Zhang, Jagannadan Varadarajan, Yong Pei:
Action Recognition Using Co-trained Deep Convolutional Neural Networks. IJCAI 2019: 155-172 - [c18]Zhiyin Zhang, Xiaocheng Huang, Chaotang Sun, Shaolin Zheng, Bo Hu, Jagannadan Varadarajan, Yifang Yin, Roger Zimmermann, Guanfeng Wang:
Sextant: Grab's Scalable In-Memory Spatial Data Store for Real-Time K-Nearest Neighbour Search. MDM 2019: 243-251 - 2018
- [j3]Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulò, Narendra Ahuja, Oswald Lanz, Elisa Ricci:
Joint Estimation of Human Pose and Conversational Groups from Social Scenes. Int. J. Comput. Vis. 126(2-4): 410-429 (2018) - [c17]Abhinav Sunderrajan, Jagannadan Varadarajan, Kong Wei Lye:
Road Speed Profiling for Upfront Travel Time Estimation. ICDM Workshops 2018: 648-654 - [c16]K. Wasif Mohiuddin, Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez, Pierre Moulin:
GPU Accelerated Probabilistic Latent Sequential Motifs for Activity Analysis. VISIGRAPP (5: VISAPP) 2018: 409-418 - 2017
- [c15]Abdullah A. Abuolaim, Wee Kheng Leow, Jagannadan Varadarajan, Narendra Ahuja:
On the Essence of Unsupervised Detection of Anomalous Motion in Surveillance Videos. CAIP (1) 2017: 160-171 - [c14]Le Zhang, Jagannadan Varadarajan, Ponnuthurai Nagaratnam Suganthan, Narendra Ahuja, Pierre Moulin:
Robust Visual Tracking Using Oblique Random Forests. CVPR 2017: 5825-5834 - [c13]Rim Trabelsi, Jagannadan Varadarajan, Yong Pei, Le Zhang, Issam Jabri, Ammar Bouallegue, Pierre Moulin:
Multi-modal social interaction recognition using view-invariant features. ISIAA@ICMI 2017: 47-48 - [c12]Rim Trabelsi, Jagannadan Varadarajan, Yong Pei, Le Zhang, Issam Jabri, Ammar Bouallegue, Pierre Moulin:
Robust Multi-Modal Cues for Dyadic Human Interaction Recognition. MUSA2@MM 2017: 47-53 - [c11]Jagannadan Varadarajan, Ramanathan Subramanian, Narendra Ahuja, Pierre Moulin, Jean-Marc Odobez:
Active Online Anomaly Detection Using Dirichlet Process Mixture Model and Gaussian Process Classification. WACV 2017: 615-623 - 2015
- [c10]Elisa Ricci, Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulò, Narendra Ahuja, Oswald Lanz:
Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations from Surveillance Videos. ICCV 2015: 4660-4668 - [c9]Ramanathan Subramanian, Jagannadan Varadarajan, Elisa Ricci, Oswald Lanz, Stefan Winkler:
Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes. ACM Multimedia 2015: 835-838 - 2014
- [j2]Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez:
Temporal Analysis of Motif Mixtures Using Dirichlet Processes. IEEE Trans. Pattern Anal. Mach. Intell. 36(1): 140-156 (2014) - [c8]Alexandre Heili, Jagannadan Varadarajan, Bernard Ghanem, Narendra Ahuja, Jean-Marc Odobez:
Improving head and body pose estimation through semi-supervised manifold alignment. ICIP 2014: 1912-1916 - [c7]Mojtaba Khomami Abadi, Azad Abad, Ramanathan Subramanian, Negar Rostamzadeh, Elisa Ricci, Jagannadan Varadarajan, Nicu Sebe:
A Multi-task Learning Framework for Time-continuous Emotion Estimation from Crowd Annotations. CrowdMM 2014: 17-23 - 2013
- [j1]Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez:
A Sequential Topic Model for Mining Recurrent Activities from Long Term Video Logs. Int. J. Comput. Vis. 103(1): 100-126 (2013) - [c6]Jagannadan Varadarajan, Indriyati Atmosukarto, Shaunak Ahuja, Bernard Ghanem, Narendra Ahuja:
A Topic Model Approach to Representing and Classifying Football Plays. BMVC 2013 - 2012
- [c5]Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez:
Bridging the past, present and future: Modeling scene activities from event relationships and global rules. CVPR 2012: 2096-2103 - 2011
- [c4]Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez:
Multi-camera open space human activity discovery for anomaly detection. AVSS 2011: 218-223 - [c3]Rémi Emonet, Jagannadan Varadarajan, Jean-Marc Odobez:
Extracting and locating temporal motifs in video scenes using a hierarchical non parametric Bayesian model. CVPR 2011: 3233-3240 - 2010
- [c2]Jagannadan Varadarajan, Rémi Emonet, Jean-Marc Odobez:
Probabilistic Latent Sequential Motifs: Discovering Temporal Activity Patterns in Video Scenes. BMVC 2010: 1-11
2000 – 2009
- 2009
- [c1]Jagannadan Varadarajan, Jean-Marc Odobez:
Topic models for scene analysis and abnormality detection. ICCV Workshops 2009: 1338-1345
Coauthor Index
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