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ORCIDSanthosh Kelathodi Kumaran
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Journal Articles
- 2022
[j7]Santhosh Kelathodi Kumaran
, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra:
Vehicular Trajectory Classification and Traffic Anomaly Detection in Videos Using a Hybrid CNN-VAE Architecture. IEEE Trans. Intell. Transp. Syst. 23(8): 11891-11902 (2022)- 2021
- [j6]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy:
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey. ACM Comput. Surv. 53(6): 119:1-119:26 (2021) - [j5]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Bidyut Baran Chaudhuri:
Trajectory-Based Scene Understanding Using Dirichlet Process Mixture Model. IEEE Trans. Cybern. 51(8): 4148-4161 (2021) - 2019
- [j4]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy:
Queuing theory guided intelligent traffic scheduling through video analysis using Dirichlet process mixture model. Expert Syst. Appl. 118: 169-181 (2019) - [j3]Santhosh Kelathodi Kumaran, Shrohan Mohapatra, Debi Prosad Dogra, Partha Pratim Roy, Byung-Gyu Kim:
Computer vision-guided intelligent traffic signaling for isolated intersections. Expert Syst. Appl. 134: 267-278 (2019) - [j2]Santhosh Kelathodi Kumaran, Adyasha Chakravarty, Debi Prosad Dogra, Partha Pratim Roy:
Likelihood learning in modified Dirichlet Process Mixture Model for video analysis. Pattern Recognit. Lett. 128: 211-219 (2019) - [j1]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy:
Temporal Unknown Incremental Clustering Model for Analysis of Traffic Surveillance Videos. IEEE Trans. Intell. Transp. Syst. 20(5): 1762-1773 (2019)
Informal and Other Publications
- 2019
- [i5]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy:
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey. CoRR abs/1901.08292 (2019) - 2018
- [i4]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy:
Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model. CoRR abs/1803.06480 (2018) - [i3]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Bidyut Baran Chaudhuri:
Dynamic Trajectory Model for Analysis of Traffic States using DPMM. CoRR abs/1803.06613 (2018) - [i2]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy:
Temporal Unknown Incremental Clustering (TUIC) Model for Analysis of Traffic Surveillance Videos. CoRR abs/1804.06680 (2018) - [i1]Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra:
Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE. CoRR abs/1812.07203 (2018)
Coauthor Index
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