Santhosh Kelathodi Kumaran

According to our database, Santhosh Kelathodi Kumaran authored at least 10 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Vehicular Trajectory Classification and Traffic Anomaly Detection in Videos Using a Hybrid CNN-VAE Architecture.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra

IEEE Trans. Intell. Transp. Syst., 2022

2021

Trajectory-Based Scene Understanding Using Dirichlet Process Mixture Model.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Bidyut Baran Chaudhuri

IEEE Trans. Cybern., 2021

Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy

ACM Comput. Surv., 2021

2019

Temporal Unknown Incremental Clustering Model for Analysis of Traffic Surveillance Videos.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy

IEEE Trans. Intell. Transp. Syst., 2019

Likelihood learning in modified Dirichlet Process Mixture Model for video analysis.

Santhosh Kelathodi Kumaran, Adyasha Chakravarty, Debi Prosad Dogra, Partha Pratim Roy

Pattern Recognit. Lett., 2019

Computer vision-guided intelligent traffic signaling for isolated intersections.

Santhosh Kelathodi Kumaran, Shrohan Mohapatra, Debi Prosad Dogra, Partha Pratim Roy, Byung-Gyu Kim

Expert Syst. Appl., 2019

Queuing theory guided intelligent traffic scheduling through video analysis using Dirichlet process mixture model.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy

Expert Syst. Appl., 2019

2018

Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Adway Mitra

CoRR, 2018

Temporal Unknown Incremental Clustering (TUIC) Model for Analysis of Traffic Surveillance Videos.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy

CoRR, 2018

Dynamic Trajectory Model for Analysis of Traffic States using DPMM.

Santhosh Kelathodi Kumaran, Debi Prosad Dogra, Partha Pratim Roy, Bidyut Baran Chaudhuri

CoRR, 2018