FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2991640643> ?p ?o ?g. }

• W2991640643 abstract "We propose the Parallel Residual Bi-Fusion Feature Pyramid Network (PRB-FPN) for fast and accurate single-shot object detection. Feature Pyramid (FP) is widely used in recent visual detection, however the top-down pathway of FP cannot preserve accurate localization due to pooling shifting. The advantage of FP is weaken as deeper backbones with more layers are used. To address this issue, we propose a new parallel FP structure with bi-directional (top-down and bottom-up) fusion and associated improvements to retain high-quality features for accurate localization. Our method is particularly suitable for detecting small objects. We provide the following design improvements: (1) A parallel bifusion FP structure with a Bottom-up Fusion Module (BFM) to detect both small and large objects at once with high accuracy. (2) A COncatenation and RE-organization (CORE) module provides a bottom-up pathway for feature fusion, which leads to the bi-directional fusion FP that can recover lost information from lower-layer feature maps. (3) The CORE feature is further purified to retain richer contextual information. Such purification is performed with CORE in a few iterations in both top-down and bottom-up pathways. (4) The adding of a residual design to CORE leads to a new Re-CORE module that enables easy training and integration with a wide range of (deeper or lighter) backbones. The proposed network achieves state-of-the-art performance on UAVDT17 and MS COCO datasets." @default.
• W2991640643 created "2019-12-05" @default.
• W2991640643 creator A5012638803 @default.
• W2991640643 creator A5053058538 @default.
• W2991640643 creator A5063759157 @default.
• W2991640643 creator A5068327587 @default.
• W2991640643 date "2019-11-27" @default.
• W2991640643 modified "2023-09-27" @default.
• W2991640643 title "Parallel Residual Bi-Fusion Feature Pyramid Network for Accurate Single-Shot Object Detection" @default.
• W2991640643 cites W1523493493 @default.
• W2991640643 cites W1861492603 @default.
• W2991640643 cites W2031489346 @default.
• W2991640643 cites W2050398567 @default.
• W2991640643 cites W2102605133 @default.
• W2991640643 cites W2163345210 @default.
• W2991640643 cites W2168356304 @default.
• W2991640643 cites W2194775991 @default.
• W2991640643 cites W2288122362 @default.
• W2991640643 cites W2407521645 @default.
• W2991640643 cites W2474309084 @default.
• W2991640643 cites W2552639984 @default.
• W2991640643 cites W2565639579 @default.
• W2991640643 cites W2570343428 @default.
• W2991640643 cites W2579152745 @default.
• W2991640643 cites W2579985080 @default.
• W2991640643 cites W2601564443 @default.
• W2991640643 cites W2612445135 @default.
• W2991640643 cites W2618530766 @default.
• W2991640643 cites W2752825721 @default.
• W2991640643 cites W2768489488 @default.
• W2991640643 cites W2793025567 @default.
• W2991640643 cites W2796347433 @default.
• W2991640643 cites W2811000414 @default.
• W2991640643 cites W2891894830 @default.
• W2991640643 cites W2894400606 @default.
• W2991640643 cites W2894878591 @default.
• W2991640643 cites W2896155169 @default.
• W2991640643 cites W2897670923 @default.
• W2991640643 cites W2899607431 @default.
• W2991640643 cites W2913314773 @default.
• W2991640643 cites W2917575296 @default.
• W2991640643 cites W2921070837 @default.
• W2991640643 cites W2936599103 @default.
• W2991640643 cites W2937108468 @default.
• W2991640643 cites W2945444597 @default.
• W2991640643 cites W2955425717 @default.
• W2991640643 cites W2962777203 @default.
• W2991640643 cites W2962835968 @default.
• W2991640643 cites W2962864927 @default.
• W2991640643 cites W2962917547 @default.
• W2991640643 cites W2962992847 @default.
• W2991640643 cites W2963037989 @default.
• W2991640643 cites W2963058975 @default.
• W2991640643 cites W2963068995 @default.
• W2991640643 cites W2963125010 @default.
• W2991640643 cites W2963150697 @default.
• W2991640643 cites W2963163009 @default.
• W2991640643 cites W2963299996 @default.
• W2991640643 cites W2963342610 @default.
• W2991640643 cites W2963351448 @default.
• W2991640643 cites W2963402592 @default.
• W2991640643 cites W2963446712 @default.
• W2991640643 cites W2963516811 @default.
• W2991640643 cites W2963542991 @default.
• W2991640643 cites W2963604034 @default.
• W2991640643 cites W2963786238 @default.
• W2991640643 cites W2963857746 @default.
• W2991640643 cites W2964241181 @default.
• W2991640643 cites W2964444661 @default.
• W2991640643 cites W2972395464 @default.
• W2991640643 cites W2979332630 @default.
• W2991640643 cites W2981392049 @default.
• W2991640643 cites W2981927700 @default.
• W2991640643 cites W2982770724 @default.
• W2991640643 cites W2985405845 @default.
• W2991640643 cites W2989604896 @default.
• W2991640643 cites W2998349856 @default.
• W2991640643 cites W3012183369 @default.
• W2991640643 cites W3012573144 @default.
• W2991640643 cites W3018757597 @default.
• W2991640643 cites W3029515339 @default.
• W2991640643 cites W3033613646 @default.
• W2991640643 cites W3034971973 @default.
• W2991640643 cites W3035396860 @default.
• W2991640643 cites W3035732677 @default.
• W2991640643 cites W3042011474 @default.
• W2991640643 cites W3092153824 @default.
• W2991640643 cites W3102701618 @default.
• W2991640643 cites W3106250896 @default.
• W2991640643 cites W3138819159 @default.
• W2991640643 cites W639708223 @default.
• W2991640643 hasPublicationYear "2019" @default.
• W2991640643 type Work @default.
• W2991640643 sameAs 2991640643 @default.
• W2991640643 citedByCount "0" @default.
• W2991640643 crossrefType "posted-content" @default.
• W2991640643 hasAuthorship W2991640643A5012638803 @default.
• W2991640643 hasAuthorship W2991640643A5053058538 @default.
• W2991640643 hasAuthorship W2991640643A5063759157 @default.
• W2991640643 hasAuthorship W2991640643A5068327587 @default.

• next