no code implementations • 6 Mar 2024 • Wonhyeok Choi, Mingyu Shin, Hyukzae Lee, Jaehoon Cho, Jaehyeon Park, Sunghoon Im
Real-time processing is crucial in autonomous driving systems due to the imperative of instantaneous decision-making and rapid response.
no code implementations • NeurIPS 2023 • Wonhyeok Choi, Mingyu Shin, Sunghoon Im
Moreover, we introduce an auxiliary head for object-wise depth estimation, which enhances depth quality while maintaining the inference time.
1 code implementation • 24 Oct 2022 • Junuk Cha, Muhammad Saqlain, GeonU Kim, Mingyu Shin, Seungryul Baek
To tackle the challenges, we propose a coarse-to-fine pipeline that benefits from 1) inverse kinematics from the occlusion-robust 3D skeleton estimation and 2) Transformer-based relation-aware refinement techniques.
Ranked #1 on 3D Multi-Person Pose Estimation on MuPoTS-3D (using extra training data)