FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311591062> ?p ?o ?g. }

• W4311591062 endingPage "100272" @default.
• W4311591062 startingPage "100272" @default.
• W4311591062 abstract "This paper presents a novel neural model of insect’s visual perception paradigm to address a challenging problem on detection of looming motion, particularly in extremely low-contrast, and highly variable natural scenes. Current looming detection models are greatly affected by visual contrast between moving target and cluttered background lacking robust and low-cost solutions. Considering the anatomical and physiological homology between preliminary visual systems of different insect species, this gap can be significantly reduced by coordinating motion and contrast neural processing mechanisms. The proposed model draws lessons from research progress in insect neuroscience, articulates a neural network hierarchy based upon ON/OFF channels encoding motion and contrast signals in four parallel pathways. Specifically, the two ON/OFF motion pathways react to successively expanding ON–ON and OFF–OFF edges through spatial–temporal interactions between polarity excitations and inhibitions. To formulate contrast neural computation, the instantaneous feedback normalization of preliminary motion received at starting cells of ON/OFF channels works effectively to suppress time-varying signals delivered into the ON/OFF motion pathways. Besides, another two ON/OFF contrast pathways are dedicated to neutralize high-contrast polarity optic flows when converging with motion signals. To corroborate the proposed method, we carried out systematic experiments with thousands of looming-square motions at varied grey scales, embedded in different natural moving backgrounds. The model response achieves remarkably lower variance and peaks more smoothly to looming motions in different natural scenarios, a significant enhancement upon previous works. Such robustness can be maintained against extremely low-contrast looming motion against cluttered backgrounds. The results demonstrate a parsimonious solution to stabilize looming detection against high input variability, analogous to insect’s capability." @default.
• W4311591062 created "2022-12-27" @default.
• W4311591062 creator A5003653964 @default.
• W4311591062 creator A5007505981 @default.
• W4311591062 creator A5074461919 @default.
• W4311591062 date "2023-03-01" @default.
• W4311591062 modified "2023-10-05" @default.
• W4311591062 title "Harmonizing motion and contrast vision for robust looming detection" @default.
• W4311591062 cites W1929289657 @default.
• W4311591062 cites W1964345753 @default.
• W4311591062 cites W1973605654 @default.
• W4311591062 cites W1975147998 @default.
• W4311591062 cites W1978220087 @default.
• W4311591062 cites W1984478493 @default.
• W4311591062 cites W1984736547 @default.
• W4311591062 cites W1988013646 @default.
• W4311591062 cites W1989359103 @default.
• W4311591062 cites W1989621138 @default.
• W4311591062 cites W1990870244 @default.
• W4311591062 cites W1994298432 @default.
• W4311591062 cites W1995895285 @default.
• W4311591062 cites W1997136271 @default.
• W4311591062 cites W2009210560 @default.
• W4311591062 cites W2011578507 @default.
• W4311591062 cites W2027562621 @default.
• W4311591062 cites W2030283526 @default.
• W4311591062 cites W2033522594 @default.
• W4311591062 cites W2059216161 @default.
• W4311591062 cites W2060636700 @default.
• W4311591062 cites W2062066197 @default.
• W4311591062 cites W2088173505 @default.
• W4311591062 cites W2111880621 @default.
• W4311591062 cites W2112287655 @default.
• W4311591062 cites W2115270410 @default.
• W4311591062 cites W2132224318 @default.
• W4311591062 cites W2138260451 @default.
• W4311591062 cites W2150099374 @default.
• W4311591062 cites W2170319235 @default.
• W4311591062 cites W2189723131 @default.
• W4311591062 cites W2202142365 @default.
• W4311591062 cites W2516546718 @default.
• W4311591062 cites W2523902637 @default.
• W4311591062 cites W2528662291 @default.
• W4311591062 cites W2533977883 @default.
• W4311591062 cites W2579865090 @default.
• W4311591062 cites W2598457882 @default.
• W4311591062 cites W2734448826 @default.
• W4311591062 cites W2735562682 @default.
• W4311591062 cites W2767680158 @default.
• W4311591062 cites W2768955070 @default.
• W4311591062 cites W2800226686 @default.
• W4311591062 cites W2938060879 @default.
• W4311591062 cites W2938262524 @default.
• W4311591062 cites W2968094342 @default.
• W4311591062 cites W2980991344 @default.
• W4311591062 cites W2988600856 @default.
• W4311591062 cites W2990230838 @default.
• W4311591062 cites W2999804811 @default.
• W4311591062 cites W3006721675 @default.
• W4311591062 cites W3105022287 @default.
• W4311591062 cites W3122510310 @default.
• W4311591062 cites W3199086947 @default.
• W4311591062 cites W4312338844 @default.
• W4311591062 cites W4312588314 @default.
• W4311591062 doi "https://doi.org/10.1016/j.array.2022.100272" @default.
• W4311591062 hasPublicationYear "2023" @default.
• W4311591062 type Work @default.
• W4311591062 citedByCount "3" @default.
• W4311591062 countsByYear W43115910622023 @default.
• W4311591062 crossrefType "journal-article" @default.
• W4311591062 hasAuthorship W4311591062A5003653964 @default.
• W4311591062 hasAuthorship W4311591062A5007505981 @default.
• W4311591062 hasAuthorship W4311591062A5074461919 @default.
• W4311591062 hasBestOaLocation W43115910621 @default.
• W4311591062 hasConcept C104114177 @default.
• W4311591062 hasConcept C104317684 @default.
• W4311591062 hasConcept C120665830 @default.
• W4311591062 hasConcept C121332964 @default.
• W4311591062 hasConcept C142812007 @default.
• W4311591062 hasConcept C153180895 @default.
• W4311591062 hasConcept C154945302 @default.
• W4311591062 hasConcept C169760540 @default.
• W4311591062 hasConcept C26760741 @default.
• W4311591062 hasConcept C2776502983 @default.
• W4311591062 hasConcept C2778251979 @default.
• W4311591062 hasConcept C2780624872 @default.
• W4311591062 hasConcept C31972630 @default.
• W4311591062 hasConcept C41008148 @default.
• W4311591062 hasConcept C48575856 @default.
• W4311591062 hasConcept C55493867 @default.
• W4311591062 hasConcept C63479239 @default.
• W4311591062 hasConcept C86803240 @default.
• W4311591062 hasConceptScore W4311591062C104114177 @default.
• W4311591062 hasConceptScore W4311591062C104317684 @default.
• W4311591062 hasConceptScore W4311591062C120665830 @default.
• W4311591062 hasConceptScore W4311591062C121332964 @default.
• W4311591062 hasConceptScore W4311591062C142812007 @default.
• W4311591062 hasConceptScore W4311591062C153180895 @default.

• next