台湾将引进一套基于人工智能（AI）的卫星图像识别系统，该系统能够快速识别中国人民解放军的舰船、飞机和导弹发射装置。此举旨在提升台湾的早期预警能力，以应对来自北京的日益增加的军事压力。
Taiwan will acquire an AI-powered satellite imagery system capable of rapidly identifying People’s Liberation Army ships, aircraft and missile launchers, as it seeks to boost early-warning capabilities in the face of growing military pressure from Beijing. The NT$46.55 million (US$1.45 million) system will use artificial intelligence (AI) to analyse satellite images covering 100 sq km (38.6 square miles) within minutes, potentially cutting the time and manpower needed to track changes in PLA deployments, according to the island’s defence ministry.
据台湾国防部介绍，这套耗资新台币4,655万元（约合145万美元）的系统将利用人工智能技术在几分钟内分析覆盖面积达100平方公里（38.6平方英里）的卫星图像，从而大幅缩短追踪解放军军事部署变化所需的时间和人力。
In a public procurement notice this week, the ministry’s Communication Development Office (CDO), a primary military intelligence unit, awarded the contract to ThinkTron, a Taiwan-Japan joint venture specialising in AI, geospatial information systems and monitoring technology.
在本周发布的公开采购公告中，国防部的通信发展办公室（CDO）——该部门是台湾的主要军事情报机构——将合同授予了ThinkTron公司。ThinkTron是一家台日合资企业，专门从事人工智能、地理空间信息系统和监控技术研发。
The contract took effect on September 25, and the system is expected to be completed by the end of April. Taiwan’s defence minister, Wellington Koo Li-hsiung, confirmed earlier this year that the island’s military planned to develop a prototype AI satellite imagery recognition system.
合同已于9月25日正式生效，预计该系统将于今年4月底前完成开发。
Ministry officials said the technology was intended to rapidly search for and identify enemy forces and activity at military bases and elsewhere near Taiwan, automatically compare new imagery with historical data and flag changes for intelligence analysts.
台湾国防部长柯立雄今年早些时候曾表示，台湾军方计划开发这套人工智能卫星图像识别系统的原型。国防部官员称，这项技术的目的是快速侦测并识别台湾周边军事基地及其他地区的敌方部队和活动，自动将新获取的图像与历史数据进行比对，并为情报分析人员提供相关线索。
Sources familiar with the project said the aim was to improve strategic early warning and support combat-readiness decisions. The system could analyse several 10km by 10km areas within minutes, identifying ships more than 10 metres (about 33 feet) long as well as smaller targets such as aircraft, missile launchers and radar vehicles, they said.
熟悉该项目的人士表示，其目的是提升战略预警能力，为作战决策提供支持。据台北中国高级政策研究院的军事分析师王志文（Zivon Wang）介绍，该系统能够快速分析面积达10公里×10公里的区域，能够识别长度超过10米的舰船，以及飞机、导弹发射装置和雷达车辆等小型目标。王志文指出，该项目不应与台湾购买新的侦察卫星的行为相混淆。
According to Zivon Wang, a military analyst at the Chinese Council of Advanced Policy Studies in Taipei, the project should not be confused with the acquisition of new reconnaissance satellites. “The system’s main function is to use AI to help the CDO rapidly analyse imagery and information received from satellites,” he said. The CDO did not itself operate the military-grade imagery satellites providing the data, Wang added.
该系统的主要功能是利用人工智能帮助首席数据官（CDO）快速分析从卫星接收的影像和信息，他表示。
Rather, the AI would serve as an analytical layer processing imagery obtained from other sources.
CDO本人并未直接操作提供数据的军用卫星，王补充说，而是人工智能将作为分析层，处理从其他来源获取的影像。这一区别也解释了项目成本相对适中的原因。
That distinction also helps to explain the project’s relatively modest cost. Wang said building an entire satellite reconnaissance architecture – from operating satellites to receiving their imagery – would require far greater investment.
王表示，构建完整的卫星侦察体系——从运行卫星到接收其影像——将需要更大的投入。
The new system instead sits at the end of the intelligence pipeline, automatically screening large quantities of imagery that would otherwise require labour-intensive analysis.
新系统则位于情报管道的末端，能够自动筛选大量原本需要人工耗时分析的影像。
Max Lo, executive director of the Taipei-based Taiwan International Strategic Study Society, said the underlying technology was already mature and used by advanced militaries and remote-sensing organisations.
台北国际战略研究学会执行主任、台北本地智库的王洛（Max Lo）表示，其底层技术已成熟，并被先进军队和遥感组织所使用。
He explained that the significance for Taiwan lay in operationalising the technology and integrating it with the island’s existing intelligence capabilities.
他解释说，对台湾而言的意义在于将该技术实战化，并与岛内现有的情报能力相结合。
“The PLA is already capable of installing AI systems directly on satellites to conduct preliminary analysis of imagery before the data is transmitted to the ground, allowing it to respond more quickly,” Lo said.
“解放军已经能够在卫星上直接安装人工智能系统，对影像进行事前分析，然后再将数据传回地面，从而实现更快的响应，”王洛说。
But the Taiwan project is different, he added, noting the analyses would be done on the ground at the CDO.
但王洛指出，台湾项目不同，分析将在CDO（指台湾的情报部门）在地面进行。
Lo said there would be no difficulty for the island to set up such an AI-powered system, noting that ThinkTron was jointly established by Taiwan’s Sinotech Engineering Consultants and Japanese geospatial specialist Kokusai Kogyo.
他表示，岛内设立此类人工智能系统并无困难，并指出ThinkTron由台湾Sinotech Engineering Consultants与日本地理信息公司Kokusai Kogyo共同成立。
According to ThinkTron’s website, its existing “Tron Eyes” technology uses convolutional neural networks to analyse imagery for applications ranging from disaster prevention and infrastructure inspection to agriculture and transport.
根据ThinkTron官网的介绍，其现有的“Tron Eyes”技术采用卷积神经网络对影像进行分析，适用于从灾害防范、基础设施检查到农业和交通等多个领域。
Lo argued that AI could help address a growing intelligence challenge for Taiwan’s military: the sheer volume of information generated by frequent PLA operations around the island.
罗认为，人工智能（AI）可以帮助台湾军方应对日益严峻的情报挑战——尤其是人民解放军（PLA）在台湾周边频繁开展军事行动所产生的海量信息问题。
“Instead of requiring analysts to manually search large satellite images for ships, aircraft or mobile missile launchers, the system could automatically flag potential targets or changes for closer examination,” he said.
“该系统无需分析师手动在卫星图像中搜索舰船、飞机或移动式导弹发射器，而是能够自动标记出潜在的目标或变化，以便进一步分析，”他说。
This would be particularly useful when monitoring large areas of sea, he added, with synthetic aperture radar, or SAR, detecting vessels at night and through cloud cover, while optical imagery could provide greater detail in clear daylight conditions.
他补充道，这一技术在监测广阔海域时尤为实用：合成孔径雷达（SAR）能够在夜间或云层覆盖的情况下探测到船只；而光学图像则在晴朗的白昼条件下提供更详细的图像信息。通过对比连续的图像，AI还能帮助分析师追踪军事资产的位置和移动情况。
By comparing successive images, AI could also help analysts track changes in the location and movement of military assets, Lo said. “Potentially more important is the ability to combine what Taiwan’s intelligence apparatus ‘sees’ with what it ‘hears’.”
“更重要的是，该系统能够将台湾情报机构收集到的‘视觉信息’与‘听觉信息’（即电子信号）结合起来进行分析，”这位位于台湾北部的情报官员说道。他所在的机构专门从事信号情报工作，负责拦截并分析与解放军相关的电子信号和通信内容。
The Linkou-based CDO in northern Taiwan specialises in signals intelligence, intercepting and analysing electronic emissions and communications associated with the PLA. Lo said AI-assisted imagery analysis could be cross-checked against such signals intelligence.
罗表示，AI辅助的图像分析结果可以与这些信号情报数据进行交叉验证。例如，如果在卫星图像中发现一艘身份不明的船只，就可以将其与同一区域的雷达或无线电信号数据进行比对，以判断该船只是否与解放军有关。
An unidentified vessel detected in satellite imagery, for example, could be compared with radar or radio emissions collected from the same area to help analysts determine whether it was associated with the PLA. Such intelligence fusion could be particularly useful when military vessels operate among civilian shipping or switch off their Automatic Identification System transponders, making conventional tracking more difficult, according to analysts.
分析人士认为，这种情报融合技术在以下情况下尤为有用：当解放军军舰在民用船只密集的区域活动，或者关闭了自身的自动识别系统（AIS）时，传统跟踪手段会变得十分困难。
Wang said the system could help Taiwan more quickly assess PLA exercises, changes in tactics and force deployments.
王认为，该系统能帮助台湾更快地评估解放军的军事演习、战术变化以及兵力部署情况。
“Most importantly, it could help Taiwan monitor PLA force movements and its broader strategic deployments, allowing the military to identify developments earlier and prepare appropriate responses,” he added.
“最重要的是，它能让台湾更及时地掌握解放军的动向及其战略部署，从而提前制定相应的应对措施，”他补充道。
The CDO is one of Taiwan’s most sensitive military intelligence organisations and has long specialised in collecting signals from mainland China.
通信发展局是台湾最为敏感的军事情报机构之一，长期以来专门负责搜集来自中国大陆的各类信号信息。
Lo said the office’s strength in signals intelligence meant the new imagery system would complement rather than replace existing collection methods.
罗姓官员指出，该局在信号情报领域具备雄厚实力，因此这套新影像系统将起到补充作用，而非取代现有的情报搜集手段。
Intelligence generated by the system could also be compared with information obtained through cooperation with the United States and other partners, he noted, although details of such arrangements are rarely made public.
他还提到，该系统生成的情报还可与美国及其他合作伙伴提供的情报相互比对，不过此类合作的具体细节极少对外公开。
Wang said the project could lay the groundwork for wider use of AI within Taiwan’s military intelligence apparatus.
王姓官员则表示，这一项目有望为人工智能技术在台湾军事情报体系中的更广泛应用奠定基础。
“I believe this system represents part of the technological foundation for further innovation by the Communication Development Office,” he added.
“我认为这套系统构成了通信发展局进一步开展技术创新的技术基础，”他补充道，“未来我们很可能还会开发出更多、更完善的系统，用于分析有关中国人民解放军的情报。”
“In the future, we are likely to see additional and more comprehensive systems developed to analyse intelligence on the PLA.”
北京方面始终将台湾视为中国领土的一部分，并主张在必要时以武力实现统一。包括美国在内的大多数国家均不承认台湾为独立国家，但华盛顿反对任何以武力夺取这个自治岛屿的企图，并承诺向台湾提供武器装备。
Beijing regards Taiwan as part of China to be reunited by force if necessary. Most countries, including the US, do not recognise Taiwan as an independent state, but Washington is opposed to any attempt to take the self-ruled island by force and is committed to supplying it with weapons.