CN109525844A - A kind of acceleration system and method for multi-channel video encoding and decoding - Google Patents

A kind of acceleration system and method for multi-channel video encoding and decoding Download PDF

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Publication number
CN109525844A
CN109525844A CN201910090918.2A CN201910090918A CN109525844A CN 109525844 A CN109525844 A CN 109525844A CN 201910090918 A CN201910090918 A CN 201910090918A CN 109525844 A CN109525844 A CN 109525844A
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chip
decoding
fpga
camera
accelerator card
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CN109525844B (en
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宗艳艳
贡维
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Zhengzhou Yunhai Information Technology Co Ltd
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Zhengzhou Yunhai Information Technology Co Ltd
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/44Decoders specially adapted therefor, e.g. video decoders which are asymmetric with respect to the encoder
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/70Methods or arrangements for coding, decoding, compressing or decompressing digital video signals characterised by syntax aspects related to video coding, e.g. related to compression standards
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/231Content storage operation, e.g. caching movies for short term storage, replicating data over plural servers, prioritizing data for deletion
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/234Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs
    • H04N21/2343Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving reformatting operations of video signals for distribution or compliance with end-user requests or end-user device requirements
    • H04N21/234309Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving reformatting operations of video signals for distribution or compliance with end-user requests or end-user device requirements by transcoding between formats or standards, e.g. from MPEG-2 to MPEG-4 or from Quicktime to Realvideo

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)

Abstract

The invention proposes the acceleration system and method for a kind of multi-channel video encoding and decoding, which includes Camera, Server and accelerator card.Accelerator card includes BMC control module, chip processing module and power module;BMC control module is used for out of band supervision management, and chip processing module is BMC control module and chip processing module for power supply for carrying out multi-channel video encoding and decoding, power module.Wherein chip processing module includes 2,3 or 4 fpga chips, and fpga chip is separately connected two DDR4 memory bars, jtag circuit, SPI Flash and EMMC, is interconnected between each fpga chip using Chiplink, and fpga chip is connected to Switch.Based on the acceleration system, it is also proposed that the accelerated method of multi-channel video encoding and decoding.The present invention is realized using fpga chip, without using the CPU for having coding and decoding video function, such as the E3 of intel, is cooperated the tall and handsome P4 card reached, is greatly reduced in cost.In addition 2,3 or 3 fpga chips are used, the speed of coding and decoding video can be improved according to actual needs.

Description

A kind of acceleration system and method for multi-channel video encoding and decoding
Technical field
The present invention relates to server video encoding and decoding technique fields, specifically provide a kind of acceleration of multi-channel video encoding and decoding System and method.
Background technique
In recent years, the life of the continuous development let us of network technology is more and more abundant colorful.There is this convenience of network Carrier, the progress that multimedia technology is also maked rapid progress, as the core and key of multimedia technology, multimedia video Encoding and decoding all achieve major progress in technology and application aspect in recent years.The main function of Video coding is by video image prime number It is collapsed into video code flow according to RGB or YUV etc., to reduce the data volume of video.
More and more for the application demand of present coding and decoding video, present client is all based on to compile with video and solve The CPU of code function, such as the E3 of intel, cooperate the tall and handsome P4 card reached.Current E3 integrated codec chip maximum processing capability It is 12 road 1080P.And only have 2 chips to be used for coding and decoding video in P4 card, if being intended only as encoding and decoding single application, P4 Other calculated performances possessed by blocking undoubtedly are exactly to waste, and the price of P4 card is more expensive.Based on current many customers' places Small video is managed, the multiple business such as live streaming even more occurs in security protection, on the road of encoding and decoding and cost has higher want It asks.
Summary of the invention
For disadvantage mentioned above, the embodiment of the present invention proposes the acceleration system and method for a kind of multi-channel video encoding and decoding, drop Low cost, while improving the speed of the encoding and decoding of multi-channel video.
The embodiment of the present invention proposes a kind of acceleration system of multi-channel video encoding and decoding, including Camera, Server and adds Speed card, the accelerator card includes BMC control module, chip processing module and power module;
The BMC control module includes BMC, house dog, fan, temperature sensor and EEPROM;The BMC passes through UART It is connected with house dog;The BMC is connected with fan, temperature sensor and EEPROM respectively by I2C;
The chip processing module includes 2,3 or 4 fpga chips;The fpga chip is separately connected two DDR4 memories Item, jtag circuit, SPI Flash and EMMC;It is interconnected between the fpga chip using Chiplink, and the fpga chip Switch is also connected to by UART;
The power module includes power regulator;The power regulator connects external+12V power supply, while controlling with BMC Molding block is connected with chip processing module;
The power module is BMC control module and chip processing module for power supply;The BMC control module is used for out-of-band supervision Keyholed back plate reason;The chip processing module is for carrying out multi-channel video encoding and decoding.
Further, the accelerator card further include programmable clock chip, indicator light key, reset key, test point by Key and external interface;
The programmable clock chip is for being kept for synchronous clock, display and record time;
The indicator light key, which is used to indicate, accelerates card failure or in place;
The reset key is used to restart in case of constant power when accelerator card breaks down;
The input and output of pin when the test point key is tested for fpga chip;
The external interface includes USB and HUB.
Further, the fpga chip uses the ZU7EV chip of Xilinx.
Further, the capacity of the DDR4 memory bar is 4GB.
Further, it is interconnected between the fpga chip using Chiplink, is used between the fpga chip The port specification of Chiplink interconnection is Serdes x4, and the fpga chip walks line rate 10Gbps.
A kind of accelerated method of multi-channel video encoding and decoding is that the acceleration system based on a kind of multi-channel video encoding and decoding is realized, It the described method comprises the following steps:
The H.264/H.265 coded data that S1:Server transmits Camera IP Camera is sent in accelerator card Chip processing module;
S2: the H.264/H.265 coded data that the chip processing module in accelerator card transmits Camera IP Camera It is averagely allocated to each fpga chip according to code stream, each fpga chip is decoded the bit stream data received, so first CNN reasoning acceleration is carried out afterwards and retrieval accelerates;
S3: accelerator card will be sent to Server by each processed bit stream data of fpga chip in chip processing module In memory.
Further, step S1 includes:
Server memory is written in the H.264/H.265 coded data that NIC transmits Camera IP Camera in Server First memory headroom of middle App process;
Accelerator card driving is called, and applies for the second required memory headroom of accelerator card driving in accelerator card memory, and will The H.264/H.265 coded data copy of Camera IP Camera transmission is mapped to the second memory headroom.
Further, step S2 includes:
Server writes the PCIE accelerator card register in the space MMCFG, and FPGA reads Camera IP Camera using DMA The H.264/H.265 coded data of transmission, by the H.264/H.265 coded data of Camera IP Camera transmission from the Two spaces are transported to chip processing module, are evenly distributed to each fpga chip according to code stream by Switch;
H.264/H.265, the fpga chip is decoded the bit stream data that comes of distribution, and by decoded data It carries out CNN reasoning acceleration and retrieval accelerates.
Further, step S3 includes:
After the fpga chip completes CNN reasoning acceleration and retrieval acceleration, MSI interrupt is initiated to Server, Server writes PCIE accelerator card register in the space MMCFG, FPGA use DMA write operation, after completing CNN reasoning acceleration and retrieval acceleration Data copy the second memory headroom to from FPGA;
Server is copied the data that CNN reasoning accelerates and retrieves after accelerating are completed or is mapped to from the second memory headroom First memory headroom of App process;
Accelerator card driving, which is called, to be returned.
The effect provided in summary of the invention is only the effect of embodiment, rather than invents all whole effects, above-mentioned A technical solution in technical solution have the following advantages that or the utility model has the advantages that
The embodiment of the present invention proposes a kind of acceleration system of multi-channel video encoding and decoding, the system include Camera, Server and accelerator card.Wherein accelerator card includes BMC control module, chip processing module and power module;BMC control module is used In out of band supervision management, chip processing module is BMC control module and chip for carrying out multi-channel video encoding and decoding, power module Processing module power supply.BMC control module includes BMC, house dog, fan, temperature sensor and EEPROM, BMC by UART with House dog is connected, and BMC also passes through I2C and is connected respectively with fan, temperature sensor and EEPROM.Chip processing module includes 2,3 Or 4 fpga chips, fpga chip is separately connected two DDR4 memory bars, jtag circuit, SPI Flash and EMMC, each It is interconnected between fpga chip using Chiplink, and fpga chip is connected to Switch.Power module includes electric power adjustment Device, power regulator connects external+12V power supply, while being connected with BMC control module and chip processing module.Based on the multichannel A kind of acceleration system of coding and decoding video, it is also proposed that accelerated method of multi-channel video encoding and decoding.The present invention uses fpga chip It realizes, without using the CPU for having coding and decoding video function, such as the E3 of intel, cooperates the tall and handsome P4 card reached, it is big in cost Amplitude is reduced.In addition 2,3 or 3 fpga chips are used, the speed of coding and decoding video can be improved according to actual needs. Fpga chip uses the ZU7EV chip of Xilinx, and each ZU7EV chip can carry out the coding and decoding video on 8 tunnels, 2 FPGA cores Piece can carry out 16 road coding and decoding videos, and 3 fpga chips can carry out 24 road coding and decoding videos, and 4 fpga chips can be into 32 road coding and decoding video of row, improves the speed of coding and decoding video.
Detailed description of the invention
Fig. 1 is the structure connection signal of accelerator card in a kind of acceleration system of the multi-channel video encoding and decoding of the embodiment of the present invention 1 Figure;
Fig. 2 is 4 fpga chips of accelerator card in the acceleration system based on a kind of multi-channel video encoding and decoding of the embodiment of the present invention 1 Interconnect topological diagram;
Fig. 3 is the overall data process figure of the accelerated method based on a kind of multi-channel video encoding and decoding of the embodiment of the present invention 1.
Specific embodiment
In order to clarify the technical characteristics of the invention, below by specific embodiment, and its attached drawing is combined, to this hair It is bright to be described in detail.Following disclosure provides many different embodiments or example is used to realize different knots of the invention Structure.In order to simplify disclosure of the invention, hereinafter the component of specific examples and setting are described.In addition, the present invention can be with Repeat reference numerals and/or letter in different examples.This repetition is that for purposes of simplicity and clarity, itself is not indicated Relationship between various embodiments and/or setting is discussed.It should be noted that illustrated component is not necessarily to scale in the accompanying drawings It draws.Present invention omits the descriptions to known assemblies and treatment technology and process to avoid the present invention is unnecessarily limiting.
Embodiment 1
The embodiment of the present invention 1 provides a kind of acceleration system of multi-channel video encoding and decoding, the system include Camera, Server and accelerator card.
Camera is for providing video data;Server receives video data for connecting, and to accelerator card encoding and decoding number According to carrying out control management.
It is the structure company of accelerator card in a kind of acceleration system of the multi-channel video encoding and decoding of the embodiment of the present invention 1 as shown in Figure 1 Connect schematic diagram.Accelerator card includes BMC control module, chip processing module and power module;
BMC control module is used for out of band supervision management, and chip processing module is for carrying out multi-channel video encoding and decoding, power supply mould Block is BMC control module and chip processing module for power supply.
BMC control module includes BMC, house dog, fan, temperature sensor and EEPROM, and BMC passes through UART and house dog It is connected, BMC also passes through I2C and is connected respectively with fan, temperature sensor and EEPROM.
Chip processing module includes 2,3 or 4 fpga chips, and fpga chip is separately connected two DDR4 memory bars, JTAG Circuit, SPI Flash and EMMC.The capacity of two of them DDR4 memory bar is 4GB, band ECC, frequency 2400MH.
It is interconnected between each fpga chip using Chiplink.It is based on a kind of multichannel of the embodiment of the present invention 1 as shown in Figure 2 4 fpga chips of accelerator card interconnect topological diagram in the acceleration system of coding and decoding video;The port specification of each fpga chip Serdes (GTH) x4, walking line rate is 10Gbps.
Fpga chip is connected to Switch by UART.Accelerator card is communicated by PCIE golden finger with Server, Server server provides the signal of X8, is converted into the signal of 4 X8 to fpga chip by PCIe Switch.
Fpga chip uses the ZU7EV chip of Xilinx, and each ZU7EV chip can carry out the coding and decoding video on 8 tunnels, and 2 A fpga chip can carry out 16 road coding and decoding videos, and 3 fpga chips can carry out 24 road coding and decoding videos, 4 FPGA cores Piece can carry out 32 road coding and decoding videos.Using 4 fpga chips as explanation in the embodiment of the present invention 1, the model that the present invention protects It encloses and is not limited to the embodiment 1.
Power module includes power regulator, and power regulator connects external+12V power supply, at the same with BMC control module and Chip processing module is connected.
Accelerator card further includes programmable clock chip, indicator light key, reset key, test point key and external interface;
Programmable clock chip is for being kept for synchronous clock, display and record time;Programmable clock chip respectively with ZU7EV0 chip, ZU7EV1 chip, ZU7EV2 chip are connected with ZU7EV3 chip.
Indicator light key, which is used to indicate, accelerates card failure or in place;
Reset key is used to restart in case of constant power when accelerator card breaks down;
The input and output of pin when test point key is tested for fpga chip;
External interface includes USB and HUB.
Accelerator card further includes high-definition digital display interface Display port, high-definition digital display interface Display port It is connected with ZU7EV0 chip, ZU7EV1 chip, ZU7EV2 chip and ZU7EV3 chip.
A kind of acceleration system based on a kind of multi-channel video encoding and decoding that the embodiment of the present invention 1 proposes, it is also proposed that multichannel The accelerated method of coding and decoding video.
Before the accelerated method for executing a kind of multi-channel video encoding and decoding, 32 road camera videos compile solution in Camera first Code data Camera0, Camera1 ... Camera31 passes through the NIP that Switch is sent to Server.
Then, the 32 road cameras that execution execution step S1:Server transmits Camera IP Camera are H.264/ H.265 coded data is sent to the chip processing module in accelerator card;
S2: the 32 road cameras that the chip processing module in accelerator card transmits Camera IP Camera are H.264/ H.265 coded data distributes 8 road bit stream datas according to each fpga chip, and each fpga chip is to the 8 road code stream numbers received According to be decoded first, then carry out CNN reasoning acceleration and retrieval accelerate;
S3: accelerator card will be sent to Server by each processed bit stream data of fpga chip in chip processing module In memory.
It is illustrated in figure 3 the overall data stream of the accelerated method based on a kind of multi-channel video encoding and decoding of the embodiment of the present invention 1 Cheng Tu.
The 32 road cameras that NIC transmits Camera IP Camera in process 1:Server H.264/H.265 coded number According to the first memory headroom of App process in write-in Server memory.
Process 2: calling accelerator card driving, and applies for that the second required memory of accelerator card driving is empty in accelerator card memory Between, and H.264/H.265 coded data is copied or is mapped in second by 32 road cameras that Camera IP Camera transmits Deposit space.
Process 3:Server writes the PCIE accelerator card register in the space MMCFG, and FPGA reads Camera network using DMA 32 road cameras of thecamera head H.264/H.265 coded data, and the 32 tunnels camera shooting that Camera IP Camera is transmitted H.264/H.265 coded data from second space is transported to chip processing module to head, by Switch according to each fpga chip Distribute 8 road bit stream datas.
H.264/H.265, process 4:FPGA chip is decoded the 8 road bit stream datas that distribution comes.
Decoded data are carried out CNN reasoning acceleration to process 5:FPGA chip and retrieval accelerates.
After process 6:FPGA chip completes CNN reasoning acceleration and retrieval acceleration, MSI interrupt, Server are initiated to Server The PCIE accelerator card register in the space MMCFG is write, FPGA uses DMA write operation, will complete CNN reasoning and accelerate and retrieve to accelerate Data afterwards copy the second memory headroom to from fpga chip;
Process 7:Server is copied the data that CNN reasoning accelerates and retrieves after accelerating are completed or is reflected from the second memory headroom It is mapped to the first memory headroom of App process.
Process 8: accelerator card driving, which is called, to be returned.
Although specification and drawings and examples have been carried out detailed description to the invention, this field skill Art personnel should be appreciated that and still can be modified or replaced equivalently to the invention;And all do not depart from wound of the present invention The technical solution and its improvement for the spirit and scope made, are encompassed by the protection scope of the invention patent.

Claims (9)

1. a kind of acceleration system of multi-channel video encoding and decoding, including Camera, Server and accelerator card, which is characterized in that described Accelerator card includes BMC control module, chip processing module and power module;
The BMC control module includes BMC, house dog, fan, temperature sensor and EEPROM;The BMC passes through UART and sees Door dog is connected;The BMC is connected with fan, temperature sensor and EEPROM respectively by I2C;
The chip processing module includes 2,3 or 4 fpga chips;The fpga chip be separately connected two DDR4 memory bars, Jtag circuit, SPI Flash and EMMC;It is interconnected between the fpga chip using Chiplink, and the fpga chip is equal Switch is connected to by UART;
The power module includes power regulator;The power regulator connects external+12V power supply, while controlling mould with BMC Block is connected with chip processing module;
The power module is BMC control module and chip processing module for power supply;The BMC control module is used for out-of-band supervision keyholed back plate Reason;The chip processing module is for carrying out multi-channel video encoding and decoding.
2. a kind of acceleration system of multi-channel video encoding and decoding according to claim 1, which is characterized in that the accelerator card is also Including programmable clock chip, indicator light key, reset key, test point key and external interface;
The programmable clock chip is for being kept for synchronous clock, display and record time;
The indicator light key, which is used to indicate, accelerates card failure or in place;
The reset key is used to restart in case of constant power when accelerator card breaks down;
The test point key is used for the input and output of the pin in fpga chip test;
The external interface includes USB and HUB.
3. a kind of acceleration system of multi-channel video encoding and decoding according to claim 1, which is characterized in that the fpga chip Using the ZU7EV chip of Xilinx.
4. a kind of acceleration system of multi-channel video encoding and decoding according to claim 1, which is characterized in that the DDR4 memory The capacity of item is 4GB.
5. a kind of acceleration system of multi-channel video encoding and decoding according to claim 1, which is characterized in that the fpga chip Between interconnected using Chiplink, use between the fpga chip port specification of Chiplink interconnection for Serdes x4, institute It states fpga chip and walks line rate 10Gbps.
6. a kind of accelerated method of multi-channel video encoding and decoding, based on a kind of multi-channel video described in claim 1 to 5 any one What the acceleration systems of encoding and decoding was realized, which is characterized in that the method the following steps are included:
The H.264/H.265 coded data that S1:Server transmits Camera IP Camera is sent to the chip in accelerator card Processing module;
S2: the H.264/H.265 coded data that the chip processing module in accelerator card transmits Camera IP Camera according to Each fpga chip distributes 8 road bit stream datas, and each fpga chip is decoded, so the 8 road bit stream datas received first CNN reasoning acceleration is carried out afterwards and retrieval accelerates;
S3: accelerator card will be sent to Server memory by each processed bit stream data of fpga chip in chip processing module In.
7. a kind of accelerated method of multi-channel video encoding and decoding according to claim 6, which is characterized in that step S1 includes:
App in the H.264/H.265 coded data write-in Server memory that NIC transmits Camera IP Camera in Server First memory headroom of process;
Accelerator card driving is called, and applies for the second required memory headroom of accelerator card driving in accelerator card memory, and will The H.264/H.265 coded data copy of Camera IP Camera transmission is mapped to the second memory headroom.
8. a kind of accelerated method of multi-channel video encoding and decoding according to claim 6, which is characterized in that step S2 includes:
Server writes the PCIE accelerator card register in the space MMCFG, and FPGA reads the transmission of Camera IP Camera using DMA H.264/H.265 coded data, by the Camera IP Camera transmission H.264/H.265 coded data from second sky Between be transported to chip processing module, by Switch according to each fpga chip distribute 8 road bit stream datas;
H.264/H.265, the fpga chip is decoded the 8 road bit stream datas that come of distribution, and by decoded data into Row CNN reasoning accelerates and retrieval accelerates.
9. a kind of accelerated method of multi-channel video encoding and decoding according to claim 6, which is characterized in that step S3 includes:
After the fpga chip completes CNN reasoning acceleration and retrieval acceleration, MSI interrupt is initiated to Server, Server writes MMCFG PCIE accelerator card register in space, FPGA use DMA write operation, will complete CNN reasoning and accelerate and retrieve the number after accelerating The second memory headroom is copied to according to from fpga chip;
The data that Server will complete after CNN reasoning acceleration and retrieval acceleration copy or are mapped to from the second memory headroom described First memory headroom of App process;
Accelerator card driving, which is called, to be returned.
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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111131873A (en) * 2019-12-26 2020-05-08 曙光网络科技有限公司 Server audio and video data processing method and processing device
CN112672166A (en) * 2020-12-24 2021-04-16 北京睿芯高通量科技有限公司 Multi-code stream decoding acceleration system and method of video decoder
CN112686901A (en) * 2021-03-11 2021-04-20 北京小白世纪网络科技有限公司 US-CT image segmentation method and device based on deep neural network

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020072047A1 (en) * 1999-12-13 2002-06-13 Michelson Daniel R. System and method for generating composite video images for karaoke applications
EP1797721A1 (en) * 2004-09-08 2007-06-20 Inlet Technologies, Inc. Slab-based processing engine for motion video
CN101729879A (en) * 2009-12-15 2010-06-09 山东大学 Method for realizing real-time video transmission based on MIMO-OFDM system
US20140219361A1 (en) * 2013-02-01 2014-08-07 Samplify Systems, Inc. Image data encoding for access by raster and by macroblock
CN106210725A (en) * 2016-08-03 2016-12-07 广东技术师范学院 A kind of video image compression perception coder/decoder system and decoding method thereof
CN206807656U (en) * 2017-06-12 2017-12-26 普讯科技(大连)有限公司 AV signal processing unit
CN208316891U (en) * 2018-07-03 2019-01-01 都邑科技(北京)有限公司 A kind of image processing system

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020072047A1 (en) * 1999-12-13 2002-06-13 Michelson Daniel R. System and method for generating composite video images for karaoke applications
EP1797721A1 (en) * 2004-09-08 2007-06-20 Inlet Technologies, Inc. Slab-based processing engine for motion video
CN101729879A (en) * 2009-12-15 2010-06-09 山东大学 Method for realizing real-time video transmission based on MIMO-OFDM system
US20140219361A1 (en) * 2013-02-01 2014-08-07 Samplify Systems, Inc. Image data encoding for access by raster and by macroblock
CN106210725A (en) * 2016-08-03 2016-12-07 广东技术师范学院 A kind of video image compression perception coder/decoder system and decoding method thereof
CN206807656U (en) * 2017-06-12 2017-12-26 普讯科技(大连)有限公司 AV signal processing unit
CN208316891U (en) * 2018-07-03 2019-01-01 都邑科技(北京)有限公司 A kind of image processing system

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
吴明美: "基于FPGA的硬件图像处理技术", 《中国优秀硕士论文电子期刊》 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111131873A (en) * 2019-12-26 2020-05-08 曙光网络科技有限公司 Server audio and video data processing method and processing device
CN112672166A (en) * 2020-12-24 2021-04-16 北京睿芯高通量科技有限公司 Multi-code stream decoding acceleration system and method of video decoder
CN112672166B (en) * 2020-12-24 2023-05-05 北京睿芯高通量科技有限公司 Multi-code stream decoding acceleration system and method for video decoder
CN112686901A (en) * 2021-03-11 2021-04-20 北京小白世纪网络科技有限公司 US-CT image segmentation method and device based on deep neural network

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