FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2901161805> ?p ?o ?g. }

• W2901161805 abstract "Accurate and fast foreground object extraction is very important for object tracking and recognition in video surveillance. Although many background subtraction (BGS) methods have been proposed in the recent past, it is still regarded as a tough problem due to the variety of challenging situations that occur in real-world scenarios. In this paper, we explore this problem from a new perspective and propose a novel background subtraction framework with real-time semantic segmentation (RTSS). Our proposed framework consists of two components, a traditional BGS segmenter $mathcal{B}$ and a real-time semantic segmenter $mathcal{S}$. The BGS segmenter $mathcal{B}$ aims to construct background models and segments foreground objects. The real-time semantic segmenter $mathcal{S}$ is used to refine the foreground segmentation outputs as feedbacks for improving the model updating accuracy. $mathcal{B}$ and $mathcal{S}$ work in parallel on two threads. For each input frame $I_t$, the BGS segmenter $mathcal{B}$ computes a preliminary foreground/background (FG/BG) mask $B_t$. At the same time, the real-time semantic segmenter $mathcal{S}$ extracts the object-level semantics ${S}_t$. Then, some specific rules are applied on ${B}_t$ and ${S}_t$ to generate the final detection ${D}_t$. Finally, the refined FG/BG mask ${D}_t$ is fed back to update the background model. Comprehensive experiments evaluated on the CDnet 2014 dataset demonstrate that our proposed method achieves state-of-the-art performance among all unsupervised background subtraction methods while operating at real-time, and even performs better than some deep learning based supervised algorithms. In addition, our proposed framework is very flexible and has the potential for generalization." @default.
• W2901161805 created "2018-11-29" @default.
• W2901161805 creator A5027268630 @default.
• W2901161805 creator A5036211217 @default.
• W2901161805 creator A5046597105 @default.
• W2901161805 creator A5066521879 @default.
• W2901161805 creator A5076768386 @default.
• W2901161805 date "2018-11-25" @default.
• W2901161805 modified "2023-10-02" @default.
• W2901161805 title "Background Subtraction with Real-time Semantic Segmentation" @default.
• W2901161805 cites W1525699417 @default.
• W2901161805 cites W1578830017 @default.
• W2901161805 cites W1745334888 @default.
• W2901161805 cites W1817277359 @default.
• W2901161805 cites W1901129140 @default.
• W2901161805 cites W1903029394 @default.
• W2901161805 cites W1969977005 @default.
• W2901161805 cites W1988061476 @default.
• W2901161805 cites W1994634851 @default.
• W2901161805 cites W2022508996 @default.
• W2901161805 cites W2033453961 @default.
• W2901161805 cites W2035866593 @default.
• W2901161805 cites W2071860582 @default.
• W2901161805 cites W2078459001 @default.
• W2901161805 cites W2098305432 @default.
• W2901161805 cites W2101705628 @default.
• W2901161805 cites W2102625004 @default.
• W2901161805 cites W2115415549 @default.
• W2901161805 cites W2118143383 @default.
• W2901161805 cites W2122423951 @default.
• W2901161805 cites W2127070222 @default.
• W2901161805 cites W2131081720 @default.
• W2901161805 cites W2131923631 @default.
• W2901161805 cites W2148197091 @default.
• W2901161805 cites W2158604775 @default.
• W2901161805 cites W2169282240 @default.
• W2901161805 cites W2394684092 @default.
• W2901161805 cites W2412782625 @default.
• W2901161805 cites W2417256080 @default.
• W2901161805 cites W2419448466 @default.
• W2901161805 cites W2512785428 @default.
• W2901161805 cites W2525668722 @default.
• W2901161805 cites W2560023338 @default.
• W2901161805 cites W2609077090 @default.
• W2901161805 cites W2624386319 @default.
• W2901161805 cites W2737258237 @default.
• W2901161805 cites W2741868055 @default.
• W2901161805 cites W2751961297 @default.
• W2901161805 cites W2759692151 @default.
• W2901161805 cites W2762439315 @default.
• W2901161805 cites W2776011865 @default.
• W2901161805 cites W2783946051 @default.
• W2901161805 cites W2792020408 @default.
• W2901161805 cites W2951404865 @default.
• W2901161805 cites W2962891704 @default.
• W2901161805 cites W2963108253 @default.
• W2901161805 cites W2963840672 @default.
• W2901161805 cites W2963881378 @default.
• W2901161805 cites W2963948108 @default.
• W2901161805 cites W2964217532 @default.
• W2901161805 cites W3101795426 @default.
• W2901161805 doi "https://doi.org/10.48550/arxiv.1811.10020" @default.
• W2901161805 hasPublicationYear "2018" @default.
• W2901161805 type Work @default.
• W2901161805 sameAs 2901161805 @default.
• W2901161805 citedByCount "0" @default.
• W2901161805 crossrefType "posted-content" @default.
• W2901161805 hasAuthorship W2901161805A5027268630 @default.
• W2901161805 hasAuthorship W2901161805A5036211217 @default.
• W2901161805 hasAuthorship W2901161805A5046597105 @default.
• W2901161805 hasAuthorship W2901161805A5066521879 @default.
• W2901161805 hasAuthorship W2901161805A5076768386 @default.
• W2901161805 hasBestOaLocation W29011618051 @default.
• W2901161805 hasConcept C11413529 @default.
• W2901161805 hasConcept C114614502 @default.
• W2901161805 hasConcept C115961682 @default.
• W2901161805 hasConcept C126042441 @default.
• W2901161805 hasConcept C12713177 @default.
• W2901161805 hasConcept C136197465 @default.
• W2901161805 hasConcept C153180895 @default.
• W2901161805 hasConcept C154945302 @default.
• W2901161805 hasConcept C160633673 @default.
• W2901161805 hasConcept C184337299 @default.
• W2901161805 hasConcept C199360897 @default.
• W2901161805 hasConcept C2776151529 @default.
• W2901161805 hasConcept C2781238097 @default.
• W2901161805 hasConcept C3019635856 @default.
• W2901161805 hasConcept C32653426 @default.
• W2901161805 hasConcept C33923547 @default.
• W2901161805 hasConcept C41008148 @default.
• W2901161805 hasConcept C68060419 @default.
• W2901161805 hasConcept C76155785 @default.
• W2901161805 hasConcept C89600930 @default.
• W2901161805 hasConcept C94375191 @default.
• W2901161805 hasConceptScore W2901161805C11413529 @default.
• W2901161805 hasConceptScore W2901161805C114614502 @default.
• W2901161805 hasConceptScore W2901161805C115961682 @default.
• W2901161805 hasConceptScore W2901161805C126042441 @default.
• W2901161805 hasConceptScore W2901161805C12713177 @default.
• W2901161805 hasConceptScore W2901161805C136197465 @default.

• next