{"title":"Real-time FPGA implementation of the Semi-Global Matching stereo vision algorithm for a 4K/UHD video stream","authors":"Mariusz Grabowski, T. Kryjak","doi":"10.48550/arXiv.2301.04847","DOIUrl":"https://doi.org/10.48550/arXiv.2301.04847","url":null,"abstract":"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.","PeriodicalId":6494,"journal":{"name":"2016 Conference on Design and Architectures for Signal and Image Processing (DASIP)","volume":"17 1","pages":"70-81"},"PeriodicalIF":0.0,"publicationDate":"2023-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78316320","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}
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}
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}
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}
{"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}
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}
{"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}
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}
{"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}
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}