FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3144435959> ?p ?o ?g. }

• W3144435959 endingPage "49589" @default.
• W3144435959 startingPage "49576" @default.
• W3144435959 abstract "Although achieving significant improvement on pose estimation, the major drawback is that most top-performing methods tend to adopt complex architecture and spend large computational cost to achieve higher performance. Due to the edge device’s limited resources, its top-performing methods are hard to maintain fast inference speed in practice. To address this issue, we proposed the fast and lightweight human pose estimation method to maintain high performance and bear the less computational cost. Especially, the proposed method consists of two parts, i.e., the fast and lightweight pose network (FLPN) for pose estimation and a novel lightweight bottleneck block for reducing computational cost, which can integrate the simple network and lightweight bottleneck into an efficient method for accurate pose estimation. In terms of lightweight bottleneck block, we introduce the structural similarity measurement (SSIM) to refine the appropriate ratio of intrinsic feature maps and reduce the model size. Furthermore, an attention mechanism is also adopted in our lightweight bottleneck block for modeling the contextual information. We demonstrate the performance of the proposed method with extensive experiments on the two standard benchmark datasets by comparing our method with state-of-the-art methods. On the COCO keypoint detection dataset, our proposed method attains a similar accuracy with these state-of-the-art methods, but the computational cost of these top-performing methods is more than 7 times that of ours." @default.
• W3144435959 created "2021-04-13" @default.
• W3144435959 creator A5018502146 @default.
• W3144435959 creator A5020593890 @default.
• W3144435959 creator A5027622089 @default.
• W3144435959 creator A5028677670 @default.
• W3144435959 creator A5041339619 @default.
• W3144435959 creator A5069424988 @default.
• W3144435959 date "2021-01-01" @default.
• W3144435959 modified "2023-10-06" @default.
• W3144435959 title "Fast and Lightweight Human Pose Estimation" @default.
• W3144435959 cites W1861492603 @default.
• W3144435959 cites W1965042405 @default.
• W3144435959 cites W2080873731 @default.
• W3144435959 cites W2113325037 @default.
• W3144435959 cites W2117539524 @default.
• W3144435959 cites W2133665775 @default.
• W3144435959 cites W2175012183 @default.
• W3144435959 cites W2194775991 @default.
• W3144435959 cites W2307770531 @default.
• W3144435959 cites W2483862638 @default.
• W3144435959 cites W2554082199 @default.
• W3144435959 cites W2752782242 @default.
• W3144435959 cites W2788865504 @default.
• W3144435959 cites W2916798096 @default.
• W3144435959 cites W2949228289 @default.
• W3144435959 cites W2962730651 @default.
• W3144435959 cites W2962954622 @default.
• W3144435959 cites W2963091558 @default.
• W3144435959 cites W2963125010 @default.
• W3144435959 cites W2963163009 @default.
• W3144435959 cites W2963465695 @default.
• W3144435959 cites W2963495494 @default.
• W3144435959 cites W2963781481 @default.
• W3144435959 cites W2964093990 @default.
• W3144435959 cites W2964105113 @default.
• W3144435959 cites W2964221239 @default.
• W3144435959 cites W2965326519 @default.
• W3144435959 cites W2982083293 @default.
• W3144435959 cites W2982220924 @default.
• W3144435959 cites W3033752882 @default.
• W3144435959 cites W3035414587 @default.
• W3144435959 cites W3092363165 @default.
• W3144435959 cites W3102288316 @default.
• W3144435959 doi "https://doi.org/10.1109/access.2021.3069102" @default.
• W3144435959 hasPublicationYear "2021" @default.
• W3144435959 type Work @default.
• W3144435959 sameAs 3144435959 @default.
• W3144435959 citedByCount "4" @default.
• W3144435959 countsByYear W31444359592022 @default.
• W3144435959 countsByYear W31444359592023 @default.
• W3144435959 crossrefType "journal-article" @default.
• W3144435959 hasAuthorship W3144435959A5018502146 @default.
• W3144435959 hasAuthorship W3144435959A5020593890 @default.
• W3144435959 hasAuthorship W3144435959A5027622089 @default.
• W3144435959 hasAuthorship W3144435959A5028677670 @default.
• W3144435959 hasAuthorship W3144435959A5041339619 @default.
• W3144435959 hasAuthorship W3144435959A5069424988 @default.
• W3144435959 hasBestOaLocation W31444359591 @default.
• W3144435959 hasConcept C11413529 @default.
• W3144435959 hasConcept C119857082 @default.
• W3144435959 hasConcept C124101348 @default.
• W3144435959 hasConcept C127964446 @default.
• W3144435959 hasConcept C13280743 @default.
• W3144435959 hasConcept C138885662 @default.
• W3144435959 hasConcept C149635348 @default.
• W3144435959 hasConcept C154945302 @default.
• W3144435959 hasConcept C179799912 @default.
• W3144435959 hasConcept C185798385 @default.
• W3144435959 hasConcept C205649164 @default.
• W3144435959 hasConcept C2524010 @default.
• W3144435959 hasConcept C2776214188 @default.
• W3144435959 hasConcept C2776401178 @default.
• W3144435959 hasConcept C2777210771 @default.
• W3144435959 hasConcept C2780513914 @default.
• W3144435959 hasConcept C33923547 @default.
• W3144435959 hasConcept C41008148 @default.
• W3144435959 hasConcept C41895202 @default.
• W3144435959 hasConcept C52102323 @default.
• W3144435959 hasConceptScore W3144435959C11413529 @default.
• W3144435959 hasConceptScore W3144435959C119857082 @default.
• W3144435959 hasConceptScore W3144435959C124101348 @default.
• W3144435959 hasConceptScore W3144435959C127964446 @default.
• W3144435959 hasConceptScore W3144435959C13280743 @default.
• W3144435959 hasConceptScore W3144435959C138885662 @default.
• W3144435959 hasConceptScore W3144435959C149635348 @default.
• W3144435959 hasConceptScore W3144435959C154945302 @default.
• W3144435959 hasConceptScore W3144435959C179799912 @default.
• W3144435959 hasConceptScore W3144435959C185798385 @default.
• W3144435959 hasConceptScore W3144435959C205649164 @default.
• W3144435959 hasConceptScore W3144435959C2524010 @default.
• W3144435959 hasConceptScore W3144435959C2776214188 @default.
• W3144435959 hasConceptScore W3144435959C2776401178 @default.
• W3144435959 hasConceptScore W3144435959C2777210771 @default.
• W3144435959 hasConceptScore W3144435959C2780513914 @default.
• W3144435959 hasConceptScore W3144435959C33923547 @default.
• W3144435959 hasConceptScore W3144435959C41008148 @default.
• W3144435959 hasConceptScore W3144435959C41895202 @default.

• next