xiangliZUEL/ECCV2020-Code

CVPR 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享CVPR 2020开源项目

ECCV2020-Code

ECCV 2020 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目

关于往年CV顶会论文（如CVPR 2020、ICCV 2019、ECCV 2018）以及其他优质CV论文和大盘点，详见： https://github.com/amusi/daily-paper-computer-vision

• CNN
• 图像分类
• 2D目标检测
• 3D目标检测
• 视频目标检测
• 实例分割
• 单/多目标跟踪
• GAN
• NAS
• 3D点云（分类/分割/配准/补全等）
• 超分辨率
• 显著性检测
• 图像检索
• 车道线检测
• 轨迹预测
• 数据集
• 其他
• 不确定中没中

CNN

MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution

• 论文：Oral
• 论文：https://arxiv.org/abs/1909.12978
• 代码：https://github.com/taoyang1122/MutualNet

PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer

• 论文：暂无
• 代码：https://github.com/d-li14/PSConv

图像分类

Learning To Classify Images Without Labels

• 论文：https://arxiv.org/abs/2005.12320
• 代码：https://github.com/wvangansbeke/Unsupervised-Classification

2D目标检测

End-to-End Object Detection with Transformers

• Oral

• 论文：https://ai.facebook.com/research/publications/end-to-end-object-detection-with-transformers

• 代码：https://github.com/facebookresearch/detr

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training

• 论文：https://arxiv.org/abs/2004.06002

• 代码：https://github.com/hkzhang95/DynamicRCNN

遥感旋转目标检测

Arbitrary-Oriented Object Detection with Circular Smooth Label

• 论文：https://arxiv.org/abs/2003.05597
• 代码：https://github.com/Thinklab-SJTU/CSL_RetinaNet_Tensorflow

3D目标检测

EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection

• 论文：暂无
• 代码：https://github.com/happinesslz/EPNet

视频目标检测

Learning Where to Focus for Efficient Video Object Detection

• 主页：https://jiangzhengkai.github.io/LSTS/
• 论文：暂无
• 代码：https://github.com/jiangzhengkai/LSTS

实例分割

Conditional Convolutions for Instance Segmentation

• Oral
• 论文：https://arxiv.org/abs/2003.05664
• 代码：https://github.com/aim-uofa/AdelaiDet/blob/master/configs/CondInst/README.md

SOLO: Segmenting Objects by Locations

• 论文：https://arxiv.org/abs/1912.04488

• 代码：https://github.com/WXinlong/SOLO

• 知乎话题：https://www.zhihu.com/question/360594484

单/多目标跟踪

多目标跟踪

TAO: A Large-Scale Benchmark for Tracking Any Object

• 主页：http://taodataset.org/
• 论文：https://arxiv.org/abs/2005.10356
• 代码：https://github.com/TAO-Dataset/tao

Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

• Oral
• 论文：https://arxiv.org/abs/2007.01550
• 代码：https://github.com/detectRecog/PointTrack
• 数据集：https://github.com/detectRecog/PointTrack

GAN

XingGAN for Person Image Generation

• 论文：暂无
• 代码：https://github.com/Ha0Tang/XingGAN

NAS

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

• 论文：https://arxiv.org/abs/1911.12126
• 代码：https://github.com/xiaomi-automl/fairdarts

3D点云（分类/分割/配准/补全等）

A Closer Look at Local Aggregation Operators in Point Cloud Analysis

• 论文：https://arxiv.org/abs/2007.01294
• 代码：https://github.com/zeliu98/CloserLook3D

3D点云补全

Multimodal Shape Completion via Conditional Generative Adversarial Networks

• 论文：https://arxiv.org/abs/2003.07717
• 代码：https://github.com/ChrisWu1997/Multimodal-Shape-Completion

GRNet: Gridding Residual Network for Dense Point Cloud Completion

• 论文：https://arxiv.org/abs/2006.03761
• 代码：https://github.com/hzxie/GRNet

超分辨率

图像超分辨率

Spatial-Angular Interaction for Light Field Image Super-Resolution

• 论文：https://arxiv.org/abs/1912.07849
• 代码：https://github.com/YingqianWang/LF-InterNet

Invertible Image Rescaling

• 论文：https://arxiv.org/abs/2005.05650
• 代码：https://github.com/pkuxmq/Invertible-Image-Rescaling

显著性检测

Cross-Modal Weighting Network for RGB-D Salient Object Detection

• 论文：暂无

• 代码：https://github.com/MathLee/CMWNet

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network

• 论文：暂无
• 代码：https://github.com/DengPingFan/BBS-Net

Highly Efficient Salient Object Detection with 100K Parameters

• 论文：https://arxiv.org/abs/2003.05643
• 代码：https://github.com/MCG-NKU/Sal100K

图像检索

Self-supervising Fine-grained Region Similarities for Large-scale Image Localization

• 主页：https://yxgeee.github.io/projects/sfrs

• 论文下载链接：https://arxiv.org/abs/2006.03926

• 代码：https://github.com/yxgeee/SFRS

Image Retrieval

车道线检测

Ultra Fast Structure-aware Deep Lane Detection

• 论文：https://arxiv.org/abs/2004.11757

• 代码：https://github.com/cfzd/Ultra-Fast-Lane-Detection

• 论文解读：https://mp.weixin.qq.com/s/TYzDx8R1oUbVr0FxGnFspQ

Gen-LaneNet: a generalized and scalable approach for 3D lane detection

• 论文：https://arxiv.org/abs/2003.10656
• 代码：https://github.com/yuliangguo/Pytorch_Generalized_3D_Lane_Detection
• 数据集：https://github.com/yuliangguo/3D_Lane_Synthetic_Dataset

轨迹预测

SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras

• 论文：https://arxiv.org/abs/2004.02022
• 代码：https://github.com/JunweiLiang/Multiverse

数据集

Segment as Points for Efficient Online Multi-Object Tracking and Segmentation

• Oral
• 论文：https://arxiv.org/abs/2007.01550
• 代码：https://github.com/detectRecog/PointTrack
• 数据集：https://github.com/detectRecog/PointTrack

Gen-LaneNet: a generalized and scalable approach for 3D lane detection

• 论文：https://arxiv.org/abs/2003.10656
• 代码：https://github.com/yuliangguo/Pytorch_Generalized_3D_Lane_Detection
• 数据集：https://github.com/yuliangguo/3D_Lane_Synthetic_Dataset

TAO: A Large-Scale Benchmark for Tracking Any Object

• 主页：http://taodataset.org/
• 论文：https://arxiv.org/abs/2005.10356
• 代码：https://github.com/TAO-Dataset/tao

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

• 主页：http://structured3d-dataset.org
• 论文：https://arxiv.org/abs/1908.00222
• 代码：https://github.com/bertjiazheng/Structured3D

AiR: Attention with Reasoning Capability

• 论文：暂无

• 代码：https://github.com/szzexpoi/AiR

• 数据集：https://github.com/szzexpoi/AiR

其他

GIQA: Generated Image Quality Assessment

• 论文：https://arxiv.org/abs/2003.08932
• 代码：https://github.com/cientgu/GIQA

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

• 主页：http://structured3d-dataset.org
• 论文：https://arxiv.org/abs/1908.00222
• 代码：https://github.com/bertjiazheng/Structured3D

AiR: Attention with Reasoning Capability

• 论文：暂无

• 代码：https://github.com/szzexpoi/AiR

• 数据集：https://github.com/szzexpoi/AiR

Square Attack: a query-efficient black-box adversarial attack via random search

• 论文：https://arxiv.org/abs/1912.00049
• 代码：https://github.com/max-andr/square-attack

不确定中没中

Relation Aware Panoptic Segmentation

• 论文：暂无
• 代码：https://github.com/RAPNet/RAP

Spatial-Angular Interaction for Light Field Image Super-Resolution

• 论文：暂无
• 代码：https://github.com/YingqianWang/LF-InterNet

TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval

• 论文：https://arxiv.org/abs/2001.09099
• 代码：https://github.com/jayleicn/TVRetrieval
• 代码：https://github.com/jayleicn/TVCaption

Self-supervising Fine-grained Region Similarities for IBL

• 论文：暂无
• 代码： https://github.com/ID2191/ECCV2020

https://github.com/lelechen63/eccv2020