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ORCIDBharathkumar Ramachandra
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2020 – today
- 2023
[j4]Antonio Barbalau, Radu Tudor Ionescu
, Mariana-Iuliana Georgescu, Jacob V. Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah:
SSMTL++: Revisiting self-supervised multi-task learning for video anomaly detection. Comput. Vis. Image Underst. 229: 103656 (2023)- 2022
- [j3]Bharathkumar Ramachandra, Michael J. Jones, Ranga Raju Vatsavai:
A Survey of Single-Scene Video Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2293-2312 (2022) - [c14]Krishna Karthik Gadiraju, Zexi Chen, Bharathkumar Ramachandra, Ranga Raju Vatsavai:
Real-Time Change Detection At the Edge. ICMLA 2022: 776-781 - [i8]Antonio Barbalau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu, Jacob V. Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah:
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection. CoRR abs/2207.08003 (2022) - 2021
- [j2]Bharathkumar Ramachandra, Michael Jones, Ranga Raju Vatsavai:
Perceptual metric learning for video anomaly detection. Mach. Vis. Appl. 32(3): 63 (2021) - 2020
- [c13]Zexi Chen, Benjamin Dutton, Bharathkumar Ramachandra, Tianfu Wu, Ranga Raju Vatsavai:
Local Clustering with Mean Teacher for Semi-supervised learning. ICPR 2020: 6243-6250 - [c12]Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Zexi Chen, Ranga Raju Vatsavai:
Multimodal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery. KDD 2020: 3234-3242 - [c11]Bharathkumar Ramachandra, Michael J. Jones:
Street Scene: A new dataset and evaluation protocol for video anomaly detection. WACV 2020: 2558-2567 - [c10]Bharathkumar Ramachandra, Michael J. Jones, Ranga Raju Vatsavai:
Learning a distance function with a Siamese network to localize anomalies in videos. WACV 2020: 2587-2596 - [i7]Bharathkumar Ramachandra, Michael J. Jones, Ranga Raju Vatsavai:
Learning a distance function with a Siamese network to localize anomalies in videos. CoRR abs/2001.09189 (2020) - [i6]Bharathkumar Ramachandra, Michael J. Jones, Ranga Raju Vatsavai:
A Survey of Single-Scene Video Anomaly Detection. CoRR abs/2004.05993 (2020) - [i5]Zexi Chen, Benjamin Dutton, Bharathkumar Ramachandra, Tianfu Wu, Ranga Raju Vatsavai:
Local Clustering with Mean Teacher for Semi-supervised Learning. CoRR abs/2004.09665 (2020) - [i4]Zexi Chen, Bharathkumar Ramachandra, Ranga Raju Vatsavai:
Consistency Regularization with Generative Adversarial Networks for Semi-Supervised Image Classification. CoRR abs/2007.03844 (2020)
2010 – 2019
- 2019
- [j1]Bharathkumar Ramachandra, Benjamin Dutton, Ranga Raju Vatsavai:
Anomalous cluster detection in spatiotemporal meteorological fields. Stat. Anal. Data Min. 12(2): 88-100 (2019) - [c9]Ranga Raju Vatsavai, Bharathkumar Ramachandra, Zexi Chen, John Jernigan:
geoEdge: a real-time analytics framework for geospatial applications. BigSpatial@SIGSPATIAL 2019: 2:1-2:4 - [c8]Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Ranga Raju Vatsavai:
Evaluating Performance of Deep Neural Networks for Crop Classification and Complex Facility Recognition. ICDM Workshops 2019: 573-580 - [c7]Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Ashwin Shashidharan, Benjamin Dutton, Ranga Raju Vatsavai:
Scalable Data Parallel Approaches to Anomaly Detection in Climate Data using Gaussian Processes. ICMLA 2019: 485-488 - [c6]Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Ranga Raju Vatsavai:
Classification Performance Evaluation of Deep Learning Architectures for Complex Object Based Facility Recognition. IGARSS 2019: 3057-3060 - [c5]Bharathkumar Ramachandra, Krishna Karthik Gadiraju, Ranga Raju Vatsavai, Jaime Puente:
Scaling Deep Learning Based Crop Classification on Modern Intel Xeon Processors. IGARSS 2019: 3732-3735 - [c4]Anushree Ramanath, Saipreethi Muthusrinivasan, Yiqun Xie, Shashi Shekhar, Bharathkumar Ramachandra:
NDVI Versus CNN Features in Deep Learning for Land Cover Clasification of Aerial Images. IGARSS 2019: 6483-6486 - [i3]Bharathkumar Ramachandra, Michael J. Jones:
Street Scene: A new dataset and evaluation protocol for video anomaly detection. CoRR abs/1902.05872 (2019) - [i2]Bharathkumar Ramachandra, Benjamin Dutton, Ranga Raju Vatsavai:
Estimating a Manifold from a Tangent Bundle Learner. CoRR abs/1906.07661 (2019) - 2018
- [i1]Zexi Chen, Bharathkumar Ramachandra, Tianfu Wu, Ranga Raju Vatsavai:
Relational Long Short-Term Memory for Video Action Recognition. CoRR abs/1811.07059 (2018) - 2017
- [c3]Zexi Chen, Bharathkumar Ramachandra, Ranga Raju Vatsavai:
Hierarchical change detection framework for biomass monitoring. IGARSS 2017: 620-623 - 2016
- [c2]Zexi Chen, Ranga Raju Vatsavai, Bharathkumar Ramachandra, Qiang Zhang, Nagendra Singh, Sreenivas R. Sukumar:
Scalable nearest neighbor based hierarchical change detection framework for crop monitoring. IEEE BigData 2016: 1309-1314 - [c1]Bharathkumar Ramachandra, Krishna Karthik Gadiraju, Ranga Raju Vatsavai, Dale P. Kaiser, Thomas P. Karnowski:
Detecting Extreme Events in Gridded Climate Data. ICCS 2016: 2397-2401
Coauthor Index
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