Pub Date : 2023-01-12DOI: 10.48550/arXiv.2301.04847
Mariusz Grabowski, T. Kryjak
In this paper, we propose a real-time FPGA implementation of the Semi-Global Matching (SGM) stereo vision algorithm. The designed module supports a 4K/Ultra HD (3840 x 2160 pixels @ 30 frames per second) video stream in a 4 pixel per clock (ppc) format and a 64-pixel disparity range. The baseline SGM implementation had to be modified to process pixels in the 4ppc format and meet the timing constrains, however, our version provides results comparable to the original design. The solution has been positively evaluated on the Xilinx VC707 development board with a Virtex-7 FPGA device.
本文提出了一种半全局匹配(SGM)立体视觉算法的实时FPGA实现方案。设计的模块支持4K/超高清(3840 x 2160像素@每秒30帧)视频流，每时钟4像素(ppc)格式和64像素的视差范围。基线SGM实现必须进行修改以处理4ppc格式的像素并满足时间限制，然而，我们的版本提供了与原始设计相当的结果。该方案在采用Virtex-7 FPGA器件的Xilinx VC707开发板上得到了良好的评价。
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Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_9
Majdi Richa, Jean-Christophe Prévotet, Mickaël Dardaillon, M. Mroué, A. Samhat
{"title":"High-Level Online Power Monitoring of FPGA IP Based on Machine Learning","authors":"Majdi Richa, Jean-Christophe Prévotet, Mickaël Dardaillon, M. Mroué, A. Samhat","doi":"10.1007/978-3-031-29970-4_9","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_9","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"1 1","pages":"107-119"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84775465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_3
Guillermo Vázquez, M. Villa, A. Martín-Pérez, Jaime Sancho, Gonzalo Rosa, Pedro L. Cebrián, Pallabi Sutradhar, Alejandro Martinez de Ternero, M. Chavarrías, Alfonso Lagares, E. Juárez, C. Sanz
{"title":"Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators","authors":"Guillermo Vázquez, M. Villa, A. Martín-Pérez, Jaime Sancho, Gonzalo Rosa, Pedro L. Cebrián, Pallabi Sutradhar, Alejandro Martinez de Ternero, M. Chavarrías, Alfonso Lagares, E. Juárez, C. Sanz","doi":"10.1007/978-3-031-29970-4_3","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_3","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"70 1","pages":"28-39"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76733287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_7
F. Meisel, David Volz, Christoph Spang, Dat Tran, Andreas Koch
{"title":"TaPaFuzz - An FPGA-Accelerated Framework for RISC-V IoT Graybox Fuzzing","authors":"F. Meisel, David Volz, Christoph Spang, Dat Tran, Andreas Koch","doi":"10.1007/978-3-031-29970-4_7","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_7","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"2 1","pages":"82-94"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84018144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_1
Ophélie Renaud, Dylan Gageot, K. Desnos, J. Nezan
{"title":"SCAPE: HW-Aware Clustering of Dataflow Actors for Tunable Scheduling Complexity","authors":"Ophélie Renaud, Dylan Gageot, K. Desnos, J. Nezan","doi":"10.1007/978-3-031-29970-4_1","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_1","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"28 1","pages":"3-14"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82912591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_8
Daniel de Oliveira Rubiano, Guilherme Korol, A. C. S. Beck
{"title":"Adaptive Inference for FPGA-Based 5G Automatic Modulation Classification","authors":"Daniel de Oliveira Rubiano, Guilherme Korol, A. C. S. Beck","doi":"10.1007/978-3-031-29970-4_8","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_8","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":" 39","pages":"95-106"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91513774","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_5
Hana Krichene, R. Prasad, Ayoub Mouhagir
{"title":"AINoC: New Interconnect for Future Deep Neural Network Accelerators","authors":"Hana Krichene, R. Prasad, Ayoub Mouhagir","doi":"10.1007/978-3-031-29970-4_5","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_5","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"41 1","pages":"55-69"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85255483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_2
Pedro L. Cebrián, A. Martín-Pérez, M. Villa, Jaime Sancho, Gonzalo Rosa, Guillermo Vázquez, Pallabi Sutradhar, Alejandro Martinez de Ternero, M. Chavarrías, Alfonso Lagares, E. Juárez, C. Sanz
{"title":"Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification","authors":"Pedro L. Cebrián, A. Martín-Pérez, M. Villa, Jaime Sancho, Gonzalo Rosa, Guillermo Vázquez, Pallabi Sutradhar, Alejandro Martinez de Ternero, M. Chavarrías, Alfonso Lagares, E. Juárez, C. Sanz","doi":"10.1007/978-3-031-29970-4_2","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_2","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"21 1","pages":"15-27"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82990217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1007/978-3-031-29970-4_4
Tomás Malcata, N. Sebastião, T. Dias, N. Roma
{"title":"Neural Network Predictor for Fast Channel Change on DVB Set-Top-Boxes","authors":"Tomás Malcata, N. Sebastião, T. Dias, N. Roma","doi":"10.1007/978-3-031-29970-4_4","DOIUrl":"https://doi.org/10.1007/978-3-031-29970-4_4","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"32 1","pages":"40-52"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84508382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01DOI: 10.1007/978-3-031-12748-9_10
M. Villa, Jaime Sancho, Guillermo Vázquez, Gonzalo Rosa, Gemma Urbanos, A. Martín-Pérez, Pallabi Sutradhar, R. Salvador, M. Chavarrías, Alfonso Lagares, E. Juárez, C. Sanz
{"title":"Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging","authors":"M. Villa, Jaime Sancho, Guillermo Vázquez, Gonzalo Rosa, Gemma Urbanos, A. Martín-Pérez, Pallabi Sutradhar, R. Salvador, M. Chavarrías, Alfonso Lagares, E. Juárez, C. Sanz","doi":"10.1007/978-3-031-12748-9_10","DOIUrl":"https://doi.org/10.1007/978-3-031-12748-9_10","url":null,"abstract":"","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"22 1","pages":"123-135"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80004506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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