no code implementations • 22 Apr 2024 • Chi Huang, Xinyang Li, Shengchuan Zhang, Liujuan Cao, Rongrong Ji
As a preliminary work, NeRF-Det unifies the tasks of novel view synthesis and 3D perception, demonstrating that perceptual tasks can benefit from novel view synthesis methods like NeRF, significantly improving the performance of indoor multi-view 3D object detection.
1 code implementation • 24 Jan 2021 • Lin Xiao, Xiangliang Zhang, Liping Jing, Chi Huang, Mingyang Song
To address the challenge of insufficient training data on tail label classification, we propose a Head-to-Tail Network (HTTN) to transfer the meta-knowledge from the data-rich head labels to data-poor tail labels.