Cover Image

ShapeY: A Principled Framework for Measuring Shape Recognition Capacity via Nearest-Neighbor Matching

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nam, Jong Woo, Rios, Amanda S., Mel, Bartlett W.
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Texture Superpixel Clustering from Patch-based Nearest Neighbor Matching
by: Giraud, Rémi, et al.
Published: (2020)

Attention Via Convolutional Nearest Neighbors
by: Kang, Mingi, et al.
Published: (2025)

DeepShapeMatchingKit: Accelerated Functional Map Solver and Shape Matching Pipelines Revisited
by: Xie, Yizheng, et al.
Published: (2026)

GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition
by: Yao, Ruijie, et al.
Published: (2023)

GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models
by: Yang, Haitao, et al.
Published: (2023)

Isometric Multi-Shape Matching
by: Gao, Maolin, et al.
Published: (2020)

Nearest Neighbor Classification for Classical Image Upsampling
by: Matthews, Evan, et al.
Published: (2024)

Wormhole Loss for Partial Shape Matching
by: Bracha, Amit, et al.
Published: (2024)

Nearest-Neighbor Density Estimation for Dependency Suppression
by: Anderson, Kathleen, et al.
Published: (2026)

Enhancing Visual Re-ranking through Denoising Nearest Neighbor Graph via Continuous CRF
by: Kim, Jaeyoon, et al.
Published: (2024)

CKNN: Cleansed k-Nearest Neighbor for Unsupervised Video Anomaly Detection
by: Yi, Jihun, et al.
Published: (2024)

Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles
by: Baydar, Melih, et al.
Published: (2025)

Partial-to-Partial Shape Matching with Geometric Consistency
by: Ehm, Viktoria, et al.
Published: (2024)

Flexible 3D Lane Detection by Hierarchical Shape MatchingFlexible 3D Lane Detection by Hierarchical Shape Matching
by: Guan, Zhihao, et al.
Published: (2024)

Hand Shape and Gesture Recognition using Multiscale Template Matching, Background Subtraction and Binary Image Analysis
by: Saichandran, Ketan Suhaas
Published: (2024)

3D Shape Tokenization via Latent Flow Matching
by: Chang, Jen-Hao Rick, et al.
Published: (2024)

DcMatch: Unsupervised Multi-Shape Matching with Dual-Level Consistency
by: Ye, Tianwei, et al.
Published: (2025)

Nearest Neighbor Normalization Improves Multimodal Retrieval
by: Chowdhury, Neil, et al.
Published: (2024)

Evaluation of Rounding Functions in Nearest-Neighbor Interpolation
by: Rukundo, Olivier
Published: (2020)

Universal 3D Shape Matching via Coarse-to-Fine Language Guidance
by: Xiao, Qinfeng, et al.
Published: (2026)

Beyond Complete Shapes: A Benchmark for Quantitative Evaluation of 3D Shape Surface Matching Algorithms
by: Ehm, Viktoria, et al.
Published: (2024)

Beyond Nearest Neighbor Interpolation in Data Augmentation
by: Rukundo, Olivier
Published: (2025)

SIGMA: Scale-Invariant Global Sparse Shape Matching
by: Gao, Maolin, et al.
Published: (2023)

Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction
by: Attaiki, Souhaib, et al.
Published: (2024)

Shape and Texture Recognition in Large Vision-Language Models
by: Eppel, Sagi, et al.
Published: (2025)

DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching
by: Roetzer, Paul, et al.
Published: (2023)

Combinative Matching for Geometric Shape Assembly
by: Lee, Nahyuk, et al.
Published: (2025)

Unsupervised Contrastive Learning for Efficient and Robust Spectral Shape Matching
by: Luo, Feifan, et al.
Published: (2026)

Deep Frequency-Aware Functional Maps for Robust Shape Matching
by: Luo, Feifan, et al.
Published: (2024)

K Nearest Neighbor-Guided Trajectory Similarity Learning
by: Chang, Yanchuan, et al.
Published: (2025)

ANNE: Adaptive Nearest Neighbors and Eigenvector-based Sample Selection for Robust Learning with Noisy Labels
by: Cordeiro, Filipe R., et al.
Published: (2024)

Yes, we CANN: Constrained Approximate Nearest Neighbors for local feature-based visual localization
by: Aiger, Dror, et al.
Published: (2023)

Pushing Auto-regressive Models for 3D Shape Generation at Capacity and Scalability
by: Qian, Xuelin, et al.
Published: (2024)

DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-rigid Shape Matching
by: Pierson, Emery, et al.
Published: (2025)

An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation
by: Kalaie, Soodeh, et al.
Published: (2024)

Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search
by: Meng, Guangyu, et al.
Published: (2024)

From Feature Learning to Spectral Basis Learning: A Unifying and Flexible Framework for Efficient and Robust Shape Matching
by: Luo, Feifan, et al.
Published: (2026)

SGMatch: Semantic-Guided Non-Rigid Shape Matching with Flow Regularization
by: Ye, Tianwei, et al.
Published: (2026)

Hybrid Functional Maps for Crease-Aware Non-Isometric Shape Matching
by: Bastian, Lennart, et al.
Published: (2023)

KNN-Defense: Defense against 3D Adversarial Point Clouds using Nearest-Neighbor Search
by: Jamali, Nima, et al.
Published: (2025)