【CPS cps.com.cn】 

　　mingliangshijie，yeyou“anshang”。

　　ruguoshijieyouyouyichanggeming，bijiangyuanyuaishexiangji。yinwei，shijiezhumingdeshiyanxinlixuejiaheruitelashiyanbiaoming：renleiganguanhuoquxinxi83%laizishijue，11%laizitingjue，suizheshixiujue、chujue、weijue。eraizidanshengqi，zishenshimingjiushirangjisuanjimonirenleiqukan，jiashenduituxiang、yuyan、wenzidelijie。

　　fangzhiyu，shijishanganfangbenzhijiushijiejueganzhiwenti，congchuantongsidamenleilaikanwuyiburuci，zhishizaiyewushenhuaheshichangxuqiujizengzhong，yiganzhiweihehuokaizhisanyejiarupingtaiyugengduofenxijueceshebei。suoyi，zaiyizhongshebeizhong，shexiangjijuzhongqingzhongyezhanjubanbi。

　　shijiejiweishijie。duiyushijie，benzhishangyejiushunlichengzhangshiyanjiuganzhidewentili，congyanjinjinchenglaikan，congmonidaokanqingshijie，congganzhishijiedaolijieshijie。

　　zicongaishexiangjichuxian，ganzhiyulijieshijie，jiushixindeshidaimingti。zaizheimingtixia，anyezhijie，ruhedianliang？shizuidananti。.

　　01.

　　暗夜之伤与AI之能

　　qishiduiyu“guang”de24xiaoshijiankongsuoxu，zuizaozai2005nianjiyudpsjishudekuandongtai，yipiximzuixindedpsjishuyingyongdaoguangxiangaoxuqiuchangjingzhong，zaibishiyinfaxingyedacaixiang。24xiaoshiquantianhouquancaijiankong，zhenyoukeneng。

　　zhidao，2014nian，gaoqinghezhinengbingxingfazhan，youanxunshi“miguangzhe”jishudetichu，xingguangzhinengshexiangji，erbeixingyezhixiao。cong2014nianqixingguangjidizhaochengxiangjishukaishifazhan，bingzhubuchengshu，yuelaiyueduodegongsidoutuichulegezhongkuanxingdegaoqingxingguangjishexiangji。erguoneishougexingguangjishexiangjiyoutiandiweiye2015niantuichu，chanpindesecaihaiyuan、xijiexianshi、weiguangbiaoxianligexiangzhibiaodouhenchuzhong。

　　suizhi，shijiezhong，chaoxingguang、heiguang、aichaoweiguang、kuanguangpuquancaideng，jiezhongerzhi，jiejuedejiushiyejianquancaidewenti。

　　neianyezhishang，“shang”zainali？qianxingbaiyeyuwanqianchangjing，kenengxuqiuyougexinghua，danduiyuyejianbushizhendequancaixuqiu，gongxinghenduo，yizhifabumenweili，yinweitamenduiyuyejianquancai，shigangxu。

　　heiyeweianjiangaopinshiduan，hunanhuanjingjiyiyangaijiaotongweifahefanzuixingwei，yejianguangxianbuzu，daozhijiankongcaijituxiangpubiancunzailiangdudi、duibidudi、yanseshizhen、xijiequeshidengwenti，yinerruhehuoquzhenshiyouxiaodeyejiantuxiang，tebieshirenlian、chepaidengguanjianxinxi，shizhongshikunraozhifabumenyidananti。

　　kanaishexiangjideyejianzhineng，xuyaocong5geguanjianyaosushangzuonenglitisheng，fangkeshengrenyejianxuqiu。

　　图像传感器

　　aishexiangjichanpinyaoshixianyejianduiyuguangdegaijinjishu，shouxianshichuanganqidexuanze。zhongsuozhouzhi，tongyangchicundetuxiangchuanganqi，xiangsuyuegao，fenpeidaomeigexiangsudeganguangmianjijiuxiao，dizhaoxiaoguojiuyuecha；na200wanxiangsudelaishuo，ruguoshiyongyu30wanxiangsumonishexiangjitongyangdaxiaodechuanganqi，neipingjunmeiyigexiangsudeganguangmianjizhiyoumonishexiangjide1/8，qigaoqinghuazhizaiyejianfanerhuigengjiacanburendu。

　　jizhezaizhiqianjiechusitewei、gekeweidengcisxinpianqiyejiaoliushi，tamenyetandao，duiyuyejiannenglidekaoliang，shichuanganqizuidananti，yinweichangjingqianbianwanhua。suoyi，aishexiangjideyeshinenglijiaoqiang，yibanhuicaiyongbamianchicunjiaodadechengxiangchuanganqi：xiangtongxiangsudeshexiangji，bamianchicunyueda，meigexiangsuxishoudaohuanjingzhongdeguangxianjiuhuiyueduo；danweimianjidejinguangliang，shitixianchuanganqiyeshixingnengdejuedingyinsu。

　　充裕经济的算力

　　jiandancubaodebipinsuanli，yijinghaowuyiyi。suanlishiaidejichu，danmuqiandesuanlirengranzaiyigejiagegaowei，yesuanshiyizhongxiqueziyuan。xuanzejingjiheshiyougangganghaodesuanli，shijiejueaiyeshiquancainenglishi，bukenengkaoliangdezhongyaoyinsu。

　　jiagetaigao，jiafangnanyijieshouyenanyipuji，suanlitaidiyouwufayuaiyeshinenglishipei。biru：zikakou，chengzaideshigonganhejiaotongshuangzhongsuqiu，jinengzuoweibukongyenengzuoweijiaotongzhifa，suoyijiafangduiyu24xiaoshibushizhendeyejianquancainengli，jiweikanzhong。

　　ermuqianshichangfanganyouaichaoweiguanghelengjingfangan。lengjingfanganqishijiushihongwaibuguangdehuanbaokakou，zhuyaocaiyongshuangsensordeduoguangpuronghejishu。yigesensorgankejianguang，tongguoledbaiguangbuguanghuoqucaisezhen，yigesensorganhongwaiguang，tongguohongwaiqitipushanbuguanghuoquhongwaizhen，ranhoushuangzhenjinxingrongheshengchengcheliang+renlianzhuapaitupian。

　　huiduxinxitongguocaiseluhuiduxinxihehongwailuhuiduxinxijiaquanronghe，seduxinxiyoucaiseluseduxinxiduiyingronghehoudehuiduxinxijinxinglasheng，dadaotishengxinzaobihedizhaodunengli，yijiangdiduibaiguangbuguangdeyaoqiu。

　　danshibutongcaizhiduikejianguanghehongwaiguangdefanshetexingbuyizhi，ronghehourongyiyinqipiansewenti。weici，lengjingfangan，jianweishibo，erruguoyaoyiaichaoweiguanglaizuokakouyingyong，suanlijiushixiqueziyuanle，yinweixuyaoaijiangzaozhishu，ruohuaguangxianyilai；aizengqiangzhishu，tishenghuamiannengli，zheixuyaojidasuanlizhicheng，muqianyejieyouzhichi20tdepengpaisuanliyingyongyuzhihuikakouzhong。

　　增强算法

　　shiyongxiangtongdechulixinpian，yebuyidingjiunengqudetongyangdejiangzao、zengyixiaoguo。yijiangzaoweili，jiangzaochulibudang，huizaochengtuxiangyanzhongdewugan、tuoying、xijiesunshidengxianxiang。

　　erduiyujiamashuzhishezhi，guogaohuishihuamiandeduibiduzengqiang、huamianbianan、huazhitongtou，danhuidiushixijie；shuzhishezhiguodi，youhuishituxiangbianliang、xijiezengjia，danshihuazhitongtoudubiancha。suoyijishijiyuxiangtongdeyingjianpingtai，chanpindezuizhongxiaoguoyegeyoubutong，zheiqizhongjiutixianlebutongchangjiadeyanfashili。

　　大光圈镜头

　　jingtoushishexiangbujiandezhongyaozuchengbufen，tazaiyejianjishuyingyongshangdezuoyongshiweishexiangjijujiaobeishemubiaodeguangxian，zheilideyejianjishuyingyongyujishuguanjianzaiyujingtoudekoujingyuedaqijinguangliangyehuiyueda，yejiushijingtouguangquandezengdakeyouxiaotishengjinguangliang，congershishexiangjihuodelixiangdedizhaoduxiaoguo，laibaozhangjishuxingneng。

　　yichaodaguangquanjingtouweililaikan，yixiechangjiayigaopinzhidebolijingpianhesujiaojingpianhunhedejiegoumoshi，tongguolilunjisuanjingpiandexiangduiweizhiguanxi，helibuchangbutongwenduxiaderezhanglengsuoxiaoyi，quebaochanpindefenbianlvhegaodiwenwendingxing，shixianlef1.0daguangquan，baozhengzaiyewanxiahuamianxijierengnenghenhaodezhanxian，niguangyeqingxi。

　　jizhezaipingceyutongjingtouzhongfaxian，tamen1/1.8＂xilieji1/2.7＂xiliechaoxingguangjingtoucaiyongdaguangquansheji，guangquanxishukeyidadaof1.0，guangquankedadaof1.0，weiguanghunanhuanjingxia，wuxujinhongwaidengbuguang，keshixianquancaichengxiang。xiangmianmingliangqingxi，sizaibaitianshiyong，qiyejianquancainengli，nengjiejin2kshuizhun。

　　多维融合

　　ganzhishiyiqiezhinengdejichu，yaoquantianhou、quantianshi、quanyuhua、quanchangjingdeganzhi，xuyaoronghe。biruqianbujiuhuaweixingyeganzhifabuhuijiujiangguangxian、leidaronghe，jinerganzhihenduozaiyejianzhiqianwufawanchengzhishi。

　　dangran，yixiexianglvguangpian、zidongzengyi、shuzijiangzaodengyixiefuzhuxingjishujiubuzaichanshu，zhiyoujiangyishangqianghua，aishexiangjicaishizhenzhengdezhihuizhiyanheanyejingling。

　　02.

　　寻找黑暗里的光，黑夜也“出彩”

　　heiyejileheisedeyanjing，weilexunzhaoguangming。zhuiguangershang，aishexiangjiyejianquancai，jiejuechuantongyejianjiankongfanganpubianyansexijiesangshi、qingxidubugao、mubiaoshibiekunnan、tuxiangliangdudi、zaodianduodengwenti。genjugonganbuquanweishujutongji：jiejin70%defanzuidoufashengzaiyejian，congwanshang7diandaocirilingchen5dianshifanzuishijiandegaofaqi，heiyechenglezuifanfenzidetianranbaohusan。

　　aizhinengshexiangjishifoukeyizaichaodizhaoduxiashixianquancaijiankong，xingyelidouzaixunzhaoguangming，tongguodabamian、daguangquan、aituxiangzengqiang、zhinengdingxingbuguangdengjishu，jidadetishengchanpindizhaodunengliyijiyouxiaodejiangdiguangwuran。

　　zaimanzuyewuyaoqiudetongshi，manzuhuanbaobuguangyaoqiu，shixianzhenzhengdehuanbaoyijigaozhiliangzhuapaituxiang，tuxianghaiyuanxinghao，bupianse；yeyouqiyeyishuangtuxiangchuanganqifenbieganzhisecaiyuliangdu，tuxiangronghehou，keyishixianweiruoguangzhaohuanjingxiadecaiseshipinshuchu，wuxujiezhunuanguangdengbuguangjikehaiyuanxianchanghuamiandesecaijixijie，shuangshexiangtouhuigenjuxianchanghuanjingjinxingxuexixiaozhun。

　　tongshi，zaishexiangjibendijikeshixianrenxing、chexingjiance、yuejiegaojingyuquyuruqingaojingdengzhinenggongneng，jidaditishenglegaojingxinxideshiyongxinghezhunquexing，bangzhuyonghushixianzhinenghuadeanquanguanli。

　　dangran，haikanghenzaoqiandeheiguangshexiangjijiushicaiyongshuangsensorjiagou，jiyurenyanfangshengxueyuanli，dianfuchuantongchengxianglinian，youhuaduihuamiansecaiheliangdudechulinengli；specexshuangguangronghe，haikangdejishurenyuanzaidangshigaosujizhe，zheishuangguangronghenengyouxiaotishengyejiandizhaoduhuanjingdejiankongxiaoguo，shixianchusedecaisetuxiangshijuetiyan；yeyouyixieqiyeweiyejian“chucai”，caiyongyouguangjijishu。

　　gaijishuzhizaiweiruoguanghuozhewanquanheiandeqingkuangxiakeyiqingchuxianshituxiangdechaojijiankongchanpin。youyuchengbengao，muqianzhiyingyongzaigaoduanchanpinshang。

　　dianliangheianshijie，zheishiyigejishuxinggeming，dakaianyezhijie，rangshijiedafangyicai，yiyejianquancaizhaoliangmeiyigejiaoluoyuyuanfang。