Vocabulary and Phrase in Paper of Computer Vision
Sec 1 RCNN
| v&p | characteristic | translation | usage |
|---|---|---|---|
| as measured on | 正如…所衡量的 | as measured on the canonical PASCAL VOC dataset | |
| plateau | vi | 达到平衡；达到稳定阶段 | B has plateaued in the last few years.某领域近年来趋于平稳 |
| best-performing | adj | 最佳效果的 | 用来形容某领域中效果最佳的方法 |
| scalable | adj | 可扩展的 | 用于形容一种可扩展的算法 |
| more than 30% relative to … | 相比于…多了30% | more than 30% relative to the previous best result | |
| scarce | adj;adv | 不足的；稀有的 | 形容某物很少 |
| domain-specific | 特定领域的 | ||
| yield | vi;vt | 导致；屈服 | 同lead |
| boost | n;v | 提升；促进；增加 | 同improvement |
| by a large margin | 以一个很高的状态 | A outperforms B by a large margin; A极大地超越了B | |
| canonical | adj | 权威性的 | the canonical visual recognition task 权威性的视觉识别工作 |
| it is generally acknowledged that | …是被认可的共识 | 形容某种趋势，方法的优点 | |
| minor variants of successful methods | 对成功方法的微小改进 | ||
| … see heavy use … | 得到大量使用 | CNNs saw heavy use in the 1990s；CNN在90年代得到了大量使用 | |
| rekindle | v | 重新点燃 | |
| vigorously | adv | 强有力地;茁壮地;强烈地 | |
| frame … as … | 将…定义为… | ||
| may not fare well in practice | 可能实际表现并不理想 | ||
| alternative | adj;n | 替代的;替代品 | |
| … dub … | v | …给…起绰号 | |
| head-to-head comparison of … and … | …和…的直接较量 | ||
| category-independent | adj | 类别无关的 | |
| warp | v | 扭曲，使弯曲 | warp all pixels in a tight bounding box around it to the required size；弯曲所有像素使其达到所需大小 |
| time spent | n | 时间消耗 | |
| tightly enclose | 密切地紧贴着 | 形容某region将某物体最小包围 | |
| elucidate | v | 阐明 | 同depict |
| stems from | 源于 | The inefficiency stems from the fact that … | |
| One concern over this strategy | 对这种策略的担忧 | ||
| streamline | v,n,adj | 流线型，简单化，合理化，流线 | a streamlined training process |
| sibling | n | 兄弟姐妹 | A Fast R-CNN network has two sibling output layers. |
| by convention | 按照惯例 | By convention the catch-all background class is labeled u = 0. | |
| catch-all | 所有的 | ||
| notion | n | 概念；见解；打算 | there is no notion of a ground-truth bounding box 没有gt 包围盒的概念 |
Sec 2 Feature Selective Anchor-Free Module for Single-Shot Object Detection（CVPR2019）
| v&p | characteristic | translation | usage |
|---|---|---|---|
| plug A into B | 将A嵌入到B中 | A is plugged into B | |
| limitation | n | 限制，缺点，弱项 | It addresses two limitations |
| brought up by | 由…带来的 | ||
Sec 3 Small Obstacle Avoidance Based on RGB-D Semantic Segmentation（ICCV2019 Workshop）
| v&p | characteristic | translation | usage |
|---|---|---|---|
| local path planning | 局部路径规划 | ||
| morphological processing | 形态学处理 | ||
| monochrome | adj | 单色的，黑白的 | monochrome image |
Sec 4 MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving（IV 2018）
| v&p | characteristic | translation | usage |
|---|---|---|---|
| prominently | adv | 显著地;重要地 | the input features one object, usually centred prominently in the image |
| serve as | 用作 | The purpose of this encoder is to serve as high quality baseline | |
| joint inference | 联合推理(多任务神经网络) | This first classification encoder cannot be used for joint inference with segmentation and detection | |
| feature | n,v | 使突出,容貌,特点 | the input features one object, usually centred prominently in the image |
| marry A with B | 将A特性赋予B |
Sec 5 A Comprehensive Survey on Graph Neural Networks
| v&p | characteristic | translation | usage |
|---|---|---|---|
| revolutionize | vt | 使彻底变革 | Deep learning has revolutionized many machine learning tasks in recent years. |
| taxonomy | n | 分类学,分类系统 | |
Other
| v&p | characteristic | translation | usage |
|---|---|---|---|
| prevailing | adj | 占优势的;主要的;流行的;普遍的 | prevailing methods |
| tackle | v,n | 解决，应付 | tackle the task |
| symptom | n | 征兆；症状 | a typical symptom is distorted and blurry reconstruction of object boundaries. |
| revisit | v,n | 重游；再访；重临 | revisiting Single Image Depth Estimation表达对某物的重新探讨 |
| substantially | adv | 可观地 | considerablely |
| be superior to | 比…更优 | This method is superior to direct point cloud interpolation methods in term of feasibility and efficiency. | |
| lightweight | adj n | 轻量级的 | the lightweight model |
| affluent | adj | 富裕的；丰富的；流畅的 | 同plentiful |
| filter out | 过滤掉 | effectively filter out the incorrect bounding boxes | |
| resort | n,v | 使用，凭借，诉诸，手段 | resort to the following procedure |
| maneuver | n,vi,vt | 调遣，机动，策略 | the proposed method can be used to guide the maneuver of the robot |
| inherent | adj | 固有的，内在的 | we analyze a problem inherent to any homography-based approach |
| resultant | adj | 因而发生的, 必然产生的 | Due to the reduced degree of freedom, the resultant algorithm … |
| stringent | adj | 严格的，严厉的，紧缩的，短缺的 | there is no stringent requirement on camera calibration |
| In theory | 理论上说 | ||
| stably | adv | 坚固地；安定地；平稳地 | |
| be on par with | …与…相当 | The results are on par with supervised methods | |
| laborious | adj. | 勤劳的;困难的, 费力的 | Compared with laborious pixel-wise dense labeling |
| scribble | n,v | 杂文,乱写,滥写 | |
| mitigate | v | 缓解，使缓和 |