Domain Shared and Specific Prompt Learning for Incremental Monocular Depth Estimation

Z Yang, L Li, J Zhang, T Wang, Y Sun… - Proceedings of the 32nd …, 2024 - dl.acm.org
Incremental monocular depth estimation aims to continuously learn from new domains while
maintaining their performance on old domains. The catastrophic forgetting problem is the …

SM4Depth: Seamless Monocular Metric Depth Estimation across Multiple Cameras and Scenes by One Model

Y Liu, F Xue, A Ming, M Zhao, H Ma… - Proceedings of the 32nd …, 2024 - dl.acm.org
In the last year, universal monocular metric depth estimation (universal MMDE) has gained
considerable attention, serving as the foundation model for various multimedia tasks, such …

ColVO: Colonoscopic Visual Odometry Considering Geometric and Photometric Consistency

R Liu, Z Liu, H Zhang, G Zhang, J Zhang… - Proceedings of the …, 2024 - dl.acm.org
Locating lesions is the primary goal of colonoscopy examinations. 3D perception techniques
can enhance the accuracy of lesion localization by restoring 3D spatial information of the …