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Sainan Liu

Computer Vision

4 papers hereh-index 8559 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.RO1
affiliations
  • Computer Vision
  • Machine Learning
same name
  • Sainan Liu — 4 papers, h 3
  • Sainan Liu — 3 papers, h 1
  • Sainan Liu — 2 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedTowards Panoptic 3D Parsing for Single Image in the Wild

3 citations · 6 across the 4 of their papers we have counts for

collaborators

4 papers

cs.RO2024

CtRNet-X: Camera-to-Robot Pose Estimation in Real-world Conditions Using a Single Camera

Jingpei Lu, Zekai Liang, Tristin Xie +4

Camera-to-robot calibration is crucial for vision-based robot control and requires effort to make it accurate. Recent advancements in markerless pose estimation methods have elimin…

cs.CV2023★ 2 cited

BASED: Bundle-Adjusting Surgical Endoscopic Dynamic Video Reconstruction using Neural Radiance Fields

Shreya Saha, Zekai Liang, Shan Lin +3

Reconstruction of deformable scenes from endoscopic videos is important for many applications such as intraoperative navigation, surgical visual perception, and robotic surgery. It…

cs.CV2023★ 1 cited

BAA-NGP: Bundle-Adjusting Accelerated Neural Graphics Primitives

Sainan Liu, Shan Lin, Jingpei Lu +2

Implicit neural representations have become pivotal in robotic perception, enabling robots to comprehend 3D environments from 2D images. Given a set of camera poses and associated…

cs.CV2021★ 3 cited

Towards Panoptic 3D Parsing for Single Image in the Wild

Sainan Liu, Vincent Nguyen, Yuan Gao +2

Performing single image holistic understanding and 3D reconstruction is a central task in computer vision. This paper presents an integrated system that performs dense scene labeli…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.