FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2962792009> ?p ?o ?g. }

• W2962792009 abstract "Convolutional neural networks (CNNs) have demonstrated their superiority in numerous computer vision tasks, yet their computational cost results prohibitive for many real-time applications such as pedestrian detection which is usually performed on low-consumption hardware. In order to alleviate this drawback, most strategies focus on using a two-stage cascade approach. Essentially, in the first stage a fast method generates a significant but reduced amount of high quality proposals that later, in the second stage, are evaluated by the CNN. In this work, we propose a novel detection pipeline that further benefits from the two-stage cascade strategy. More concretely, the enriched and subsequently compressed features used in the first stage are reused as the CNN input. As a consequence, a simpler network architecture, adapted for such small input sizes, allows to achieve real-time performance and obtain results close to the state-of-the-art while running significantly faster without the use of GPU. In particular, considering that the proposed pipeline runs in frame rate, the achieved performance is highly competitive. We furthermore demonstrate that the proposed pipeline on itself can serve as an effective proposal generator." @default.
• W2962792009 created "2019-07-30" @default.
• W2962792009 creator A5019380710 @default.
• W2962792009 creator A5029936316 @default.
• W2962792009 creator A5071114981 @default.
• W2962792009 creator A5075435632 @default.
• W2962792009 creator A5080666933 @default.
• W2962792009 date "2018-04-13" @default.
• W2962792009 modified "2023-09-27" @default.
• W2962792009 title "Aggregated channels network for real-time pedestrian detection" @default.
• W2962792009 cites W1986905809 @default.
• W2962792009 cites W2168356304 @default.
• W2962792009 doi "https://doi.org/10.1117/12.2309864" @default.
• W2962792009 hasPublicationYear "2018" @default.
• W2962792009 type Work @default.
• W2962792009 sameAs 2962792009 @default.
• W2962792009 citedByCount "6" @default.
• W2962792009 countsByYear W29627920092018 @default.
• W2962792009 countsByYear W29627920092019 @default.
• W2962792009 countsByYear W29627920092020 @default.
• W2962792009 countsByYear W29627920092023 @default.
• W2962792009 crossrefType "proceedings-article" @default.
• W2962792009 hasAuthorship W2962792009A5019380710 @default.
• W2962792009 hasAuthorship W2962792009A5029936316 @default.
• W2962792009 hasAuthorship W2962792009A5071114981 @default.
• W2962792009 hasAuthorship W2962792009A5075435632 @default.
• W2962792009 hasAuthorship W2962792009A5080666933 @default.
• W2962792009 hasBestOaLocation W29627920092 @default.
• W2962792009 hasConcept C113775141 @default.
• W2962792009 hasConcept C121332964 @default.
• W2962792009 hasConcept C126042441 @default.
• W2962792009 hasConcept C127413603 @default.
• W2962792009 hasConcept C153180895 @default.
• W2962792009 hasConcept C154945302 @default.
• W2962792009 hasConcept C163258240 @default.
• W2962792009 hasConcept C185592680 @default.
• W2962792009 hasConcept C199360897 @default.
• W2962792009 hasConcept C22212356 @default.
• W2962792009 hasConcept C2776151529 @default.
• W2962792009 hasConcept C2777113093 @default.
• W2962792009 hasConcept C2780156472 @default.
• W2962792009 hasConcept C2780992000 @default.
• W2962792009 hasConcept C3261483 @default.
• W2962792009 hasConcept C34146451 @default.
• W2962792009 hasConcept C41008148 @default.
• W2962792009 hasConcept C43521106 @default.
• W2962792009 hasConcept C43617362 @default.
• W2962792009 hasConcept C62520636 @default.
• W2962792009 hasConcept C76155785 @default.
• W2962792009 hasConcept C79403827 @default.
• W2962792009 hasConcept C81363708 @default.
• W2962792009 hasConceptScore W2962792009C113775141 @default.
• W2962792009 hasConceptScore W2962792009C121332964 @default.
• W2962792009 hasConceptScore W2962792009C126042441 @default.
• W2962792009 hasConceptScore W2962792009C127413603 @default.
• W2962792009 hasConceptScore W2962792009C153180895 @default.
• W2962792009 hasConceptScore W2962792009C154945302 @default.
• W2962792009 hasConceptScore W2962792009C163258240 @default.
• W2962792009 hasConceptScore W2962792009C185592680 @default.
• W2962792009 hasConceptScore W2962792009C199360897 @default.
• W2962792009 hasConceptScore W2962792009C22212356 @default.
• W2962792009 hasConceptScore W2962792009C2776151529 @default.
• W2962792009 hasConceptScore W2962792009C2777113093 @default.
• W2962792009 hasConceptScore W2962792009C2780156472 @default.
• W2962792009 hasConceptScore W2962792009C2780992000 @default.
• W2962792009 hasConceptScore W2962792009C3261483 @default.
• W2962792009 hasConceptScore W2962792009C34146451 @default.
• W2962792009 hasConceptScore W2962792009C41008148 @default.
• W2962792009 hasConceptScore W2962792009C43521106 @default.
• W2962792009 hasConceptScore W2962792009C43617362 @default.
• W2962792009 hasConceptScore W2962792009C62520636 @default.
• W2962792009 hasConceptScore W2962792009C76155785 @default.
• W2962792009 hasConceptScore W2962792009C79403827 @default.
• W2962792009 hasConceptScore W2962792009C81363708 @default.
• W2962792009 hasLocation W29627920091 @default.
• W2962792009 hasLocation W29627920092 @default.
• W2962792009 hasOpenAccess W2962792009 @default.
• W2962792009 hasPrimaryLocation W29627920091 @default.
• W2962792009 hasRelatedWork W2546681868 @default.
• W2962792009 hasRelatedWork W2559496264 @default.
• W2962792009 hasRelatedWork W2559924584 @default.
• W2962792009 hasRelatedWork W2781839188 @default.
• W2962792009 hasRelatedWork W2915236044 @default.
• W2962792009 hasRelatedWork W2943252645 @default.
• W2962792009 hasRelatedWork W2951928057 @default.
• W2962792009 hasRelatedWork W2952379102 @default.
• W2962792009 hasRelatedWork W2963585656 @default.
• W2962792009 hasRelatedWork W2970119924 @default.
• W2962792009 hasRelatedWork W2970294425 @default.
• W2962792009 hasRelatedWork W3006350204 @default.
• W2962792009 hasRelatedWork W3010670467 @default.
• W2962792009 hasRelatedWork W3094360146 @default.
• W2962792009 hasRelatedWork W3101276005 @default.
• W2962792009 hasRelatedWork W3127515730 @default.
• W2962792009 hasRelatedWork W3135285714 @default.
• W2962792009 hasRelatedWork W3169688896 @default.
• W2962792009 hasRelatedWork W3202589174 @default.
• W2962792009 hasRelatedWork W3207834587 @default.
• W2962792009 isParatext "false" @default.
• W2962792009 isRetracted "false" @default.

• next