Separate visual pathways for perception and action.

By Melvyn A. 6oodale. 1992

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In Neuroscience

Citations in the corpus

Contrastive Multiview Coding (2019, methodology): “me architecture, CMC results in a 12% absolute improvment over CPC, and nearly a 25% relative improvement. 4.2. CMC on Videos We apply CMC on videos by drawing insight from the two-streams hypothesis [52, 19], which posits that human visual cortex consists of two distinct processing streams: the ven”
Two-Stream Convolutional Networks for Action Recognition in Videos (2014, methodology): “Our proposed architecture is related to the two-streams hypothesis [9], according to which the human visual cortex contains two pathways: the ventral stream (which performs object recognition) and the dorsal stream (which recognises motion); though we do not investigate this connection any further h”
Spatiotemporal Residual Networks for Video Action Recognition (2016, background): “The two-stream architecture is inspired by the two-stream hypothesis from neuroscience [6] that postulates two pathways in the visual cortex: The ventral pathway, which responds to spatial features such as shape or colour of objects, and the dorsal pathway, which is sensitive to object…”
Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks (2017, methodology): “As temporal dynamics and spatial configurations are separate visual pathways [14], we employ a two-stream architecture to model them accordingly.”
Bilinear CNN Models for Fine-Grained Visual Recognition (2015, background): “Although we don’t explore this connection further, our architecture is related to the two stream hypothesis of visual processing in the human brain [15] where there are two main pathways, or “streams”.”
Finding action tubes (2014, methodology): “Our detection pipeline is inspired by the human vision system and, in particular, the two-streams hypothesis [14].”
Generalisation in humans and deep neural networks (2018, background): “…32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada. in the primate brain is believed to be realised by the ventral visual pathway, a hierarchical structure consisting of areas V1-V2-V4-IT, with information from the retina reaching the cortex in V1 (e.g. [5]).”
Learning Where to Attend with Deep Architectures for Image Tracking (2011, background): “Separation of responsibility is a common feature in models from the computational neuroscience literature, as it is believed to reflect a separation of information processing into ventral and dorsal pathways in the human brain (Ungerleider & Mishkin, 1982 ; Goodale & Milner, 1992 ; Olshausen, Ande”
YOLACT: Real-Time Instance Segmentation (2019, background): “ detector. As a bonus, breaking up instance segmentation in this way is also loosely related to the ventral (“what”) and dorsal (“where”) streams hypothesized to play a prominent role in human vision [14]. The linear coefﬁcients and corresponding detection branch can be thought of as recognizing ind”
Data-Driven Grasp Synthesis—A Survey (2013, neutral): “Finally, this classiﬁcation is well in line with the research in the ﬁeld of neuroscience, speciﬁcally, from the theory of the dorsal and ventral stream in human visual processing [28].”
Unsupervised Learning From Video With Deep Neural Embeddings (2019, neutral): “This result is, interestingly, consistent with observations from neuroscience, where it has been shown that both ventral stream [38] and dorsal stream [8] brain pathways contribute to visual performance, with the former being more sensitive to static objects and the”
The Virtual Brain: a simulator of primate brain network dynamics (2013, background): “In one of these pathways, the ventral stream, the activity from subcortical regions project to V1 and the activity propagates to the temporal cortices through V2 and V4 (Goodale and Milner, 1992).”
The potentiation of grasp types during visual object categorization (2001, background): “This functional distinction has been reinterpreted, largely as result of influential work by Goodale and Milner (Goodale, 1993; Goodale & Milner, 1992; Goodale, Milner, Jakobson, & Carey, 1991) as a distinction between the perception of the world for recognition and experience and the use of vision…”
Cortical activity during tactile exploration of objects in blind and sighted humans (2010, background): “3b), which might be related to the expansion in the blind of motor action plans to the dorsal posterior occipital areas which are involved in visually guided motion action (Goodale and Milner 1992; Shmuelof and Zohary 2005).”
Change Detection Without Awareness: Do Explicit Reports Underestimate the Representation of Change in the Visual System? (2000, background): “Alternatively, enhanced performance without awareness might reflect the involvement of systems designed to process other aspects of visually guided behaviour, such as locating, reaching, and grasping objects (Chun & Nakayama, this issue; Goodale & Milner, 1992).”
Remembering the past and imagining the future (2007, background): “Visual processing in the temporal and parietal lobes has been generally characterized respectively in terms of the dorsal and ventral “what and where” (Ungerleider & Mishkin, 1982) or “what and how” (Goodale & Milner, 1992) processing streams.”