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README.md

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 ![teaser](./media/teaser.gif)
 
-This repository contains an implementation for the paper:  
+This repository contains the official implementation of the ECCV2022 paper:  
 **Object-Compositional Neural Implicit Surfaces**.  
 [Qianyi Wu](https://qianyiwu.github.io/), [Xian Liu](https://alvinliu0.github.io/), [Yuedong Chen](https://donydchen.github.io/), [Kejie Li](https://likojack.github.io/kejieli/#/home), [Chuanxia Zheng](https://www.chuanxiaz.com/), [Jianfei Cai](https://jianfei-cai.github.io/), [Jianmin Zheng](https://personal.ntu.edu.sg/asjmzheng/).  
-The paper introduce **ObjectSDF**: a volume rendering framework for object-compositional implicit neural surfaces, allowing to learn high fidelity geometry of each object from a sparse set of input images and corresponding semantic segmentation map.
+The paper introduces **ObjectSDF**: a volume rendering framework for object-compositional implicit neural surfaces, allowing to learn high fidelity geometry of each object from a sparse set of input images and the corresponding semantic segmentation maps.
 
 ## Setup