The topological approach to perceptual organization

By Lin Chen. 2005

256 citations recorded by the source corpus.

Subfields: Cognitive Neuroscience, Experimental and Cognitive Psychology

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In Cognitive Neuroscience

In Experimental and Cognitive Psychology

Citations in the corpus

Few-Shot Class-Incremental Learning (2020, background): “Recent discoveries in cognitive science reveal the importance of topology preservation for maintaining the memory of the old knowledge [29, 21].”
Image retrieval based on micro-structure descriptor (2011, background): “To address the fundamental question of what the primitives of visual perception are, a theory of ''early topological perception'' has been proposed [29] [30].”
A Century of Gestalt Psychology in Visual Perception II. Conceptual and Theoretical Foundations (2012, background): “Some of the strongest, most robust CSEs discovered involve topological EFs such as presence versus absence of holes, connectivity, and inside-outside relationships (Chen, 2005).”
GAN Prior Embedded Network for Blind Face Restoration in the Wild (2021, background): “This coincides with the visual perception global-first theory [6].”
Enhanced Pix2pix Dehazing Network (2019, methodology): “It is known as the visual perception global-first theory [5], an object or scene is discriminated only in a global way, not necessarily depending on the details of realistic images, while the creation of a realistic image must be dependent on details as more as possible.”
Recognition of natural scenes from global properties: Seeing the forest without representing the trees (2008, unknown): “For example, the mean size of elements in a set is accurately and automatically perceived ([Ariely, 2001], [Chong and Treisman, 2003] and [Chong and Treisman, 2005]), as is the average orientation of peripheral elements (Parkes, Lund, Angelucci, Solomon, & Morgan, 2001); some contrast texture…”
Visual working memory representation as a topological defined perceptual object. (2019, background): “However, Chen (1982, 2005) established a formalized theory of the perceptual object free from intuitive approaches, arguing that the core intuitive notion of a perceptual object is rooted in its holistic identity preserved over shape-changing transformations.”