asymmetric denoising 1benchmark dataset 1deep learning 1reflection symmetry detection 1rotation equivariance 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
ARD-REFSM: Enhancing Reflection Symmetry Detection with Asymmetric Denoising and Rotation Equivariance
Dongfu Yin, Rourou Su, Cong Zhao +1
The paper introduces a method that removes asymmetric background clutter and enforces rotation-equivariant feature matching to improve detection of reflection symmetry in images, a…
cs.CV2026
Point-Selection Fine-Tuning Framework for Robust Point Cloud Classification
Da Li, Chang Ma, Dongfu Yin
Noisy and corrupted points can substantially degrade point cloud recognition performance, especially under challenging corruption settings. In particular, full fine-tuning of 3D pr…
cs.CV2025
MVG4D: Image Matrix-Based Multi-View and Motion Generation for 4D Content Creation from a Single Image
DongFu Yin, Xiaotian Chen, Fei Richard Yu +2
Advances in generative modeling have significantly enhanced digital content creation, extending from 2D images to complex 3D and 4D scenes. Despite substantial progress, producing…