From b84d4aa9324a5ad1482371d79e5b52cc19dce90e Mon Sep 17 00:00:00 2001 From: 46135621 <985579956@qq.com> Date: Fri, 21 Apr 2023 01:24:36 +0800 Subject: [PATCH 1/4] update --- 4.人工智能/4.6.5.5行人重识别(ReID).md | 17 +++++++++++++++++ 4.人工智能/static/ReID1.png | Bin 0 -> 49083 bytes 4.人工智能/static/ReID2.png | Bin 0 -> 185018 bytes 3 files changed, 17 insertions(+) create mode 100644 4.人工智能/4.6.5.5行人重识别(ReID).md create mode 100644 4.人工智能/static/ReID1.png create mode 100644 4.人工智能/static/ReID2.png diff --git a/4.人工智能/4.6.5.5行人重识别(ReID).md b/4.人工智能/4.6.5.5行人重识别(ReID).md new file mode 100644 index 0000000..801a0f7 --- /dev/null +++ b/4.人工智能/4.6.5.5行人重识别(ReID).md @@ -0,0 +1,17 @@ +# 行人重识别(ReID) + +> Author:陈维文 + +行人重识别(ReID)是一项纯粹的计算机视觉(CV)任务,其主要目标是在不同的监控摄像头中识别出不同的人物或车辆,并确定它们是否是同一个人或车辆。 + +监控视频通常难以捕捉高质量的人脸,并且经常会遇到刻意回避或遮盖的情况。为了解决这些问题,ReID技术应运而生。它可以通过对身体外貌特征和行为模式的分析,对监控视频中的个体进行识别和跟踪。 + +该任务目前在学术上是检索出不同摄像头下的相同行人图片,同时给予的图片都是只剩人,如下图所示。 + +![](static/5_049_1_05.png) + +但是实际上在实际应用中的时候会和检测结合,简单来说先框人后分类,如下图所示。 + +![](static/ReID2.png) + +这个方向做的比较的奇怪,该模块只做整体性介绍,同时希望学习该模块的你对经典网络有所了解。 diff --git a/4.人工智能/static/ReID1.png b/4.人工智能/static/ReID1.png new file mode 100644 index 0000000000000000000000000000000000000000..9963c1e8767c536f5c2d632cfb14cc1cd4eacdc2 GIT binary patch literal 49083 zcmW(+cRX9)|4vdPc48MLLhaU8vx3BG&6=SUwRi1OV#gMH*Q`;oSBqA)M$OiUq9{J4 zgsNJ#fBF8-{o|fj{&}C=d*AQ#yr1Ve35NPwbkrQw004kaM;mEOx|;(4zz1LuX(skL z-WvdTAEkp-GYMYszjSSL{2aiI-R0j9Cq8u&n<|fIE zc64-%_WaptC+G^30o0*TRy+&btm7Gh%`sBjl`(XZV5aM??mt0;;L0CC!$CkK82}2k zV?|)j)}cnYCV8TAs}VH>6*KS7k5ETKppzx(WMpK`y?Ov78JRkx-G@Ky{pQALsl$9XR!n+C8GYT>i0kaq;)>Gr2+morSHyHF>p| z7P0&{nE@Fx3F}?cIu;fdaHfy}5C}9T2J2f>iN;7|8Y4fI0Q*rb05EkD1Rmo~hDbjS z0@Se7{@DdUxPh%OnfHdJ;cc*fEC3S)fWcN3z;H|x76TCe@9bWTcC#AmS6yDrffyXa zJR}Jpb3UNd(z>?}W?AYzxazbG`8iR15?^7&C|H^0H*4RF#C-7iw#U%0^LsgXr`fBz zqFn@^lDriVin4_3;&Mkt3?MjdK!1g0gcg=Lrx_bFyL9&{^64a|23T(IWsH9);>XB&7nQSW<3oDZV(+Ke*S-)yynSUDs$ROm~s#L0gLRp5R zC@o0sOIgCCdjFLML=8wmrp|9ncw1LDk`W(mxA34opmly{=VIqWH0821_Ir2e-qD=x 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charset=UTF-8 Content-Transfer-Encoding: 8bit --- 4.人工智能/4.6.5.5行人重识别(ReID).md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/4.人工智能/4.6.5.5行人重识别(ReID).md b/4.人工智能/4.6.5.5行人重识别(ReID).md index 801a0f7..aaf1bee 100644 --- a/4.人工智能/4.6.5.5行人重识别(ReID).md +++ b/4.人工智能/4.6.5.5行人重识别(ReID).md @@ -6,11 +6,11 @@ 监控视频通常难以捕捉高质量的人脸,并且经常会遇到刻意回避或遮盖的情况。为了解决这些问题,ReID技术应运而生。它可以通过对身体外貌特征和行为模式的分析,对监控视频中的个体进行识别和跟踪。 -该任务目前在学术上是检索出不同摄像头下的相同行人图片,同时给予的图片都是只剩人,如下图所示。 +该任务目前在学术上是检索出不同摄像头下的相同行人图片,同时数据集中只有人的全身照,如下图所示。 ![](static/5_049_1_05.png) -但是实际上在实际应用中的时候会和检测结合,简单来说先框人后分类,如下图所示。 +但是实际上在实际应用中的时候会和检测结合,简单来说先框出目标后分类,如下图所示。 ![](static/ReID2.png) From 892dc4b5468ebada389444717947d75bbd0a6e10 Mon Sep 17 00:00:00 2001 From: 46135621 <87229030+46135621@users.noreply.github.com> Date: Fri, 21 Apr 2023 01:27:02 +0800 Subject: [PATCH 3/4] =?UTF-8?q?Update=204.6.5.5=E8=A1=8C=E4=BA=BA=E9=87=8D?= =?UTF-8?q?=E8=AF=86=E5=88=AB(ReID).md?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 4.人工智能/4.6.5.5行人重识别(ReID).md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/4.人工智能/4.6.5.5行人重识别(ReID).md b/4.人工智能/4.6.5.5行人重识别(ReID).md index aaf1bee..ead4394 100644 --- a/4.人工智能/4.6.5.5行人重识别(ReID).md +++ b/4.人工智能/4.6.5.5行人重识别(ReID).md @@ -8,7 +8,7 @@ 该任务目前在学术上是检索出不同摄像头下的相同行人图片,同时数据集中只有人的全身照,如下图所示。 -![](static/5_049_1_05.png) +![](static/ReID1.png) 但是实际上在实际应用中的时候会和检测结合,简单来说先框出目标后分类,如下图所示。 From 14c21af27c02d3d8847f3a5c0ef9ff5c1d660079 Mon Sep 17 00:00:00 2001 From: 46135621 <985579956@qq.com> Date: Fri, 21 Apr 2023 01:34:55 +0800 Subject: [PATCH 4/4] =?UTF-8?q?update(config):=E6=B7=BB=E5=8A=A0ReID?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .vitepress/config.ts | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/.vitepress/config.ts b/.vitepress/config.ts index e011047..422a816 100644 --- a/.vitepress/config.ts +++ b/.vitepress/config.ts @@ -357,7 +357,13 @@ export default defineConfig({ { text: '4.6.5.4.3自制数据集的工具COLMAP', link: '/4.人工智能/4.6.5.4.3自制数据集的工具COLMAP' }, ] }, - + { + text: '4.6.5.5行人重识别(ReID)', + collapsed: true, + items: [ + { text: '4.6.5.5行人重识别(ReID)', link: '/4.人工智能/4.6.5.5行人重识别(ReID)' }, + ] + }, ] }, {