Sundaram Muthu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Statistical Inference

Scene Flow Estimation

Fully Unsupervised

Object Segmentation

Top Venues

IEEE Trans. Image Process.

Int. J. Mach. Learn. Cybern.

Publications

Shan Wang, Chuong Nguyen, Jiawei Liu, Kaihao Zhang, Wenhan Luo, Yanhao Zhang, Sundaram Muthu, Fahira Afzal Maken, Hongdong Li
Homography Guided Temporal Fusion for Road Line and Marking Segmentation. CoRR (2024)
Olivia Dry, Sundaram Muthu, Jinguang Tong, Chuong Nguyen, Lars Petersson
IQScan: Automatic Insect Loading and 3D Scanning. DICTA (2023)
Jinguang Tong, Sundaram Muthu, Fahira Afzal Maken, Chuong Nguyen, Hongdong Li
Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container. CVPR (2023)
Sundaram Muthu, Taj Wedutenko, Jinguang Tong, Chuong Nguyen, Lars Petersson
Towards End-to-End Automatic Insect Handling and Insect Scanning. DICTA (2023)
Shan Wang, Chuong Nguyen, Jiawei Liu, Kaihao Zhang, Wenhan Luo, Yanhao Zhang, Sundaram Muthu, Fahira Afzal Maken, Hongdong Li
Homography Guided Temporal Fusion for Road Line and Marking Segmentation. ICCV (2023)
Jinguang Tong, Sundaram Muthu, Fahira Afzal Maken, Chuong Nguyen, Hongdong Li
Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container. CoRR (2023)
Sundaram Muthu, Ruwan B. Tennakoon, Tharindu Rathnayake, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
Generalized framework for image and video object segmentation using affinity learning and message passing GNNS. Comput. Vis. Image Underst. 236 (2023)
Sundaram Muthu, Ruwan B. Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar
A Survey of CNN-Based Techniques for Scene Flow Estimation. IEEE Access 11 (2023)
Sundaram Muthu, Ruwan B. Tennakoon, Reza Hoseinnezhad, Alireza Bab-Hadiashar
Unsupervised video object segmentation: an affinity and edge learning approach. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Sundaram Muthu, Ruwan B. Tennakoon, Tharindu Rathnayake, Reza Hoseinnezhad, David Suter, Alireza Bab-Hadiashar
Motion Segmentation of RGB-D Sequences: Combining Semantic and Motion Information Using Statistical Inference. IEEE Trans. Image Process. 29 (2020)