Matches in SemOpenAlex for { <https://semopenalex.org/work/W2601602056> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2601602056 abstract "Noise in the image are random variations in intensity due to intrinsic or extrinsic sources. This paper proposes a high throughput Fixed Point Discrete Kalman filter (DKF) architecture for denoising images with additive white Gaussian noise (AWGN) at real-time. A linearized state model based on neighbor pixel similarity is used for improving the PSNR of the noisy image. A 5-stage two parallel bi-functional trapezoidal systolic array architecture based on modified Faddeev algorithm (MFA) is chosen as basic functional block of DKF. Two parallel sets of MFA unit are utilized to increase the throughput by 1.6×, reduce the latency by 1.8× while trading off an increased utilization. In addition, the boundary cell of MFA is modified by replacing the divider unit with a highly pipelined two stage Lookup table based Newton Raphson divider. The architecture implemented on Xilinx Virtex-6 FPGA can denoise 512 × 512 images in real-time (≈ 33 fps) achieving highest throughput among the state of art architectures. A quantitative and qualitative evaluation of denoising on synthetic and real world images shows the applicability of the proposed architecture." @default.
- W2601602056 created "2017-04-07" @default.
- W2601602056 creator A5024263022 @default.
- W2601602056 creator A5048661512 @default.
- W2601602056 creator A5081392412 @default.
- W2601602056 date "2017-01-01" @default.
- W2601602056 modified "2023-09-23" @default.
- W2601602056 title "An FPGA Based High throughput Discrete Kalman Filter Architecture for Real-Time Image Denoising" @default.
- W2601602056 cites W1992472739 @default.
- W2601602056 cites W1994940368 @default.
- W2601602056 cites W2018209106 @default.
- W2601602056 cites W2037416641 @default.
- W2601602056 cites W2052824373 @default.
- W2601602056 cites W2083968899 @default.
- W2601602056 cites W2102456016 @default.
- W2601602056 cites W2105934661 @default.
- W2601602056 cites W2125781777 @default.
- W2601602056 cites W2133296583 @default.
- W2601602056 cites W2168052613 @default.
- W2601602056 cites W2172064409 @default.
- W2601602056 cites W2330913512 @default.
- W2601602056 cites W2547073955 @default.
- W2601602056 doi "https://doi.org/10.1109/vlsid.2017.26" @default.
- W2601602056 hasPublicationYear "2017" @default.
- W2601602056 type Work @default.
- W2601602056 sameAs 2601602056 @default.
- W2601602056 citedByCount "5" @default.
- W2601602056 countsByYear W26016020562018 @default.
- W2601602056 countsByYear W26016020562019 @default.
- W2601602056 countsByYear W26016020562022 @default.
- W2601602056 crossrefType "proceedings-article" @default.
- W2601602056 hasAuthorship W2601602056A5024263022 @default.
- W2601602056 hasAuthorship W2601602056A5048661512 @default.
- W2601602056 hasAuthorship W2601602056A5081392412 @default.
- W2601602056 hasConcept C112633086 @default.
- W2601602056 hasConcept C11413529 @default.
- W2601602056 hasConcept C134835016 @default.
- W2601602056 hasConcept C154945302 @default.
- W2601602056 hasConcept C157764524 @default.
- W2601602056 hasConcept C160633673 @default.
- W2601602056 hasConcept C163294075 @default.
- W2601602056 hasConcept C169334058 @default.
- W2601602056 hasConcept C173608175 @default.
- W2601602056 hasConcept C199360897 @default.
- W2601602056 hasConcept C41008148 @default.
- W2601602056 hasConcept C42935608 @default.
- W2601602056 hasConcept C555944384 @default.
- W2601602056 hasConcept C76155785 @default.
- W2601602056 hasConcept C9390403 @default.
- W2601602056 hasConceptScore W2601602056C112633086 @default.
- W2601602056 hasConceptScore W2601602056C11413529 @default.
- W2601602056 hasConceptScore W2601602056C134835016 @default.
- W2601602056 hasConceptScore W2601602056C154945302 @default.
- W2601602056 hasConceptScore W2601602056C157764524 @default.
- W2601602056 hasConceptScore W2601602056C160633673 @default.
- W2601602056 hasConceptScore W2601602056C163294075 @default.
- W2601602056 hasConceptScore W2601602056C169334058 @default.
- W2601602056 hasConceptScore W2601602056C173608175 @default.
- W2601602056 hasConceptScore W2601602056C199360897 @default.
- W2601602056 hasConceptScore W2601602056C41008148 @default.
- W2601602056 hasConceptScore W2601602056C42935608 @default.
- W2601602056 hasConceptScore W2601602056C555944384 @default.
- W2601602056 hasConceptScore W2601602056C76155785 @default.
- W2601602056 hasConceptScore W2601602056C9390403 @default.
- W2601602056 hasLocation W26016020561 @default.
- W2601602056 hasOpenAccess W2601602056 @default.
- W2601602056 hasPrimaryLocation W26016020561 @default.
- W2601602056 hasRelatedWork W1980400075 @default.
- W2601602056 hasRelatedWork W2001877246 @default.
- W2601602056 hasRelatedWork W2029919765 @default.
- W2601602056 hasRelatedWork W2067313465 @default.
- W2601602056 hasRelatedWork W2126617408 @default.
- W2601602056 hasRelatedWork W2151474035 @default.
- W2601602056 hasRelatedWork W2169561008 @default.
- W2601602056 hasRelatedWork W2172064409 @default.
- W2601602056 hasRelatedWork W2219260334 @default.
- W2601602056 hasRelatedWork W2401520874 @default.
- W2601602056 hasRelatedWork W2742506170 @default.
- W2601602056 hasRelatedWork W2794745853 @default.
- W2601602056 hasRelatedWork W2894234554 @default.
- W2601602056 hasRelatedWork W2939652723 @default.
- W2601602056 hasRelatedWork W2982571982 @default.
- W2601602056 hasRelatedWork W3005866236 @default.
- W2601602056 hasRelatedWork W3048517627 @default.
- W2601602056 hasRelatedWork W3110002796 @default.
- W2601602056 hasRelatedWork W805388699 @default.
- W2601602056 hasRelatedWork W2856194332 @default.
- W2601602056 isParatext "false" @default.
- W2601602056 isRetracted "false" @default.
- W2601602056 magId "2601602056" @default.
- W2601602056 workType "article" @default.