Topology-Driven Learning for Images: Applications and Acceleration

F Wang - 2024 - search.proquest.com
The integration of topological methods into deep learning, particularly through persistent
homology, has seen significant growth recently. Persistent homology, a key concept in …

Face Clustering Utilizing Scalable Sparse Subspace Clustering and the Image Gradient Feature Descriptor

M Liu, Q Li, Z Sun, Q Deng - … , CCBR 2018, Urumqi, China, August 11-12 …, 2018 - Springer
Face clustering is an important topic in computer vision. It aims to put together facial images
that belong to the same person. Spectral clustering-based algorithms are often used for …