Optimizing 3D Bin Packing of Heterogeneous Objects Using Continuous Transformations in SE(3)
This article presents a method for solving the three‐dimensional bin packing problem for heterogeneous objects using continuous rigid‐body transformations in SE(3). A heuristic optimization framework combines signed‐distance functions, neural network approximations, point‐cloud bin modeling, and physics simulation to ensure feasibility and stability ...
Michele Angelini, Marco Carricato
wiley +1 more source
Active inference as a model of collision avoidance behavior in human drivers. [PDF]
Schumann JF +6 more
europepmc +1 more source
Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal +6 more
wiley +1 more source
Unsignalized intersection vehicle platoon formation scheduling method based on mixed traffic. [PDF]
Jiang J, Rui Y, Ran B.
europepmc +1 more source
Collaborative Visual Localization for Modular Self‐Reconfigurable Robots
Relative localization in modular self‐reconfigurable robots is challenged by hardware limitations, constrained fields of view, and sensor faults. This paper, based on the SnailBot platform, presents a vision‐based collaborative localization method that combines ArUco markers with learning‐based algorithms to enable robust pose estimation from ...
Guanqi Liang +4 more
wiley +1 more source
Embracing complexity by reducing rigidity: guiding principles for the intersection of implementation science and qualitative research. [PDF]
Sheard L +3 more
europepmc +1 more source
This paper presents a high‐speed object pose estimation method that deconstructs objects into geometric components. Inspired by human cognitive generalization, it detects these primitives and infers the 6D pose from their stable spatial configuration.
Xuyang Li +6 more
wiley +1 more source
Trajectory Prediction-Enabled Self-Decision-Making for Autonomous Cleaning Robots in Semi-Structured Dynamic Campus Environments. [PDF]
Peng J, Zhu Z, Fan Q, Xia R, Yin Z.
europepmc +1 more source
Automated and quantitative segmentation of colorectal polyps via an information-guided deep learning network with boundary perception. [PDF]
Zhang P, Chen J, Yang H, Cheng X, Du H.
europepmc +1 more source
VGDS-PointNet++ for organ segmentation and phenotypic trait estimation in greenhouse tomato seedlings. [PDF]
Wang F +8 more
europepmc +1 more source

