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Re-assembling the past: The RePAIR dataset and benchmark for real world 2D and 3D puzzle solving
This paper proposes the RePAIR dataset that represents a challenging benchmark to test
modern computational and data driven methods for puzzle-solving and reassembly tasks …
modern computational and data driven methods for puzzle-solving and reassembly tasks …
FragmentDiff: A Diffusion Model for Fractured Object Assembly
QC Xu, HX Chen, J Hua, X Zhan, YL Yang… - SIGGRAPH Asia 2024 …, 2024 - dl.acm.org
Fractured object reassembly is a challenging problem in computer vision and graphics with
applications in industrial manufacturing and archaeology. Traditional methods based on …
applications in industrial manufacturing and archaeology. Traditional methods based on …
Puzzlefusion++: Auto-agglomerative 3d fracture assembly by denoise and verify
This paper proposes a novel" auto-agglomerative" 3D fracture assembly method,
PuzzleFusion++, resembling how humans solve challenging spatial puzzles. Starting from …
PuzzleFusion++, resembling how humans solve challenging spatial puzzles. Starting from …
Jigsaw++: Imagining Complete Shape Priors for Object Reassembly
The automatic assembly problem has attracted increasing interest due to its complex
challenges that involve 3D representation. This paper introduces Jigsaw++, a novel …
challenges that involve 3D representation. This paper introduces Jigsaw++, a novel …
Manual2Skill: Learning to Read Manuals and Acquire Robotic Skills for Furniture Assembly Using Vision-Language Models
Humans possess an extraordinary ability to understand and execute complex manipulation
tasks by interpreting abstract instruction manuals. For robots, however, this capability …
tasks by interpreting abstract instruction manuals. For robots, however, this capability …
Nash Meets Wertheimer: Using Good Continuation in Jigsaw Puzzles
Jigsaw puzzle solving is a challenging task for computer vision since it requires high-level
spatial and semantic reasoning. To solve the problem, existing approaches invariably use …
spatial and semantic reasoning. To solve the problem, existing approaches invariably use …
Geometric Point Attention Transformer for 3D Shape Reassembly
Shape assembly, which aims to reassemble separate parts into a complete object, has
gained significant interest in recent years. Existing methods primarily rely on networks to …
gained significant interest in recent years. Existing methods primarily rely on networks to …
A Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts
Reconstructing a complete object from its parts is a fundamental problem in many scientific
domains. The purpose of this article is to provide a systematic survey on this topic. The …
domains. The purpose of this article is to provide a systematic survey on this topic. The …
ET-SEED: Efficient Trajectory-Level SE (3) Equivariant Diffusion Policy
Imitation learning, eg, diffusion policy, has been proven effective in various robotic
manipulation tasks. However, extensive demonstrations are required for policy robustness …
manipulation tasks. However, extensive demonstrations are required for policy robustness …
Cell Function Graphics: TOGGLE delineates fate and function within individual cell types via single-cell transcriptomics
Functional RNA plays a crucial role in regulating cellular processes throughout the life cycle
of a cell. Identifying functional changes at each stage, from inception to development to …
of a cell. Identifying functional changes at each stage, from inception to development to …