Santhosh Kelathodi Kumaran

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 12

Top Topics

Incremental Clustering

Anomaly Detection

Top Venues

IEEE Trans. Intell. Transp. Syst.

Expert Syst. Appl.

IEEE Trans. Cybern.

Publications

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) (2022)
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey. ACM Comput. Surv. 53 (6) (2021)
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) (2021)
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 (2019)
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 (2019)
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 (2019)
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey. CoRR (2019)
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) (2019)
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Bidyut Baran Chaudhuri
Dynamic Trajectory Model for Analysis of Traffic States using DPMM. CoRR (2018)
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra
Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE. CoRR (2018)
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy
Temporal Unknown Incremental Clustering (TUIC) Model for Analysis of Traffic Surveillance Videos. CoRR (2018)
Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy
Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model. CoRR (2018)