Isometric Shape Representation by Integrating Shape Function Maps and Deep Learning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2950279
Abstract: With the wide application of isometric 3D models, the representation and recognition of them receive increasing attention. Most existing methods for shape representation and analysis either focus on using the constrained hand-craft models or purely… read more here.
Keywords: representation; shape; shape function; shape representation ... See more keywords
Hamming Embedding Sensitivity Guided Fusion Network for 3D Shape Representation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2020.3013138
Abstract: Three-dimensional multi-modal data are used to represent 3D objects in the real world in different ways. Features separately extracted from multimodality data are often poorly correlated. Recent solutions leveraging the attention mechanism to learn a… read more here.
Keywords: embedding sensitivity; fusion; shape representation; hamming embedding ... See more keywords
3D shape representation with spatial probabilistic distribution of intrinsic shape keypoints
Sign Up to like & getrecommendations! Published in 2017 at "EURASIP Journal on Advances in Signal Processing"
DOI: 10.1186/s13634-017-0483-y
Abstract: The accelerated advancement in modeling, digitizing, and visualizing techniques for 3D shapes has led to an increasing amount of 3D models creation and usage, thanks to the 3D sensors which are readily available and easy… read more here.
Keywords: classification; shape representation; shape; object classification ... See more keywords