CV Code | 本周新出计算机视觉开源代码汇总（含图像修复、目标检测、医学图像分割、度量学习等）

CV君汇总了过去一周计算机视觉领域新出的开源代码，涉及到图像质量评价、图像去雾、图像修复、医学图像分割、目标检测、人脸对齐、度量学习等，其中有多篇来自CVPR 2019的论文代码。

希望对你有帮助～

非参图像质量评价

Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data

Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin

https://arxiv.org/abs/1904.08632v1

https://sites.google.com/site/guke198701/publications

多任务学习

CVPR 2019

Attentive Single-Tasking of Multiple Tasks

Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos

https://arxiv.org/abs/1904.08918v1

http://vision.ee.ethz.ch/~kmaninis/astmt/

图像去雾

Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization

Jiaxi He, Frank Z. Xing, Ran Yang, Cishen Zhang

https://arxiv.org/abs/1904.08573v1

http://github.com/JiaxiHe/Image-and-Video-Dehazing

目标检测

CenterNet: Keypoint Triplets for Object Detection

Kaiwen Duan, Song Bai, Lingxi Xie, Honggang Qi, Qingming Huang, Qi Tian

https://arxiv.org/abs/1904.08189v2

https://github.com/Duankaiwen/CenterNet

序列识别

CVPR 2019

Aggregation Cross-Entropy for Sequence Recognition

Zecheng Xie, Yaoxiong Huang, Yuanzhi Zhu, Lianwen Jin, Yuliang Liu, Lele Xie

https://arxiv.org/abs/1904.08364v2

https://github.com/summerlvsong/Aggregation-Cross-Entropy

去噪图像的训练数据生成

Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation

Ronnachai Jaroensri, Camille Biscarrat, Miika Aittala, Frédo Durand

https://arxiv.org/abs/1904.08825v1

（将要开源，还未放出地址）

图像修复

Deep Fusion Network for Image Completion

Xin Hong, Pengfei Xiong, Renhe Ji, Haoqiang Fan

https://arxiv.org/abs/1904.08060v1

https://github.com/hughplay/DFNet

医学图像分割

nnU-Net: Breaking the Spell on Successful Medical Image Segmentation

Fabian Isensee, Jens Petersen, Simon A. A. Kohl, Paul F. Jäger, Klaus H. Maier-Hein

https://arxiv.org/abs/1904.08128v1

https://github.com/MIC-DKFZ/nnunet

视觉问答

Question Guided Modular Routing Networks for Visual Question Answering

Yanze Wu, Qiang Sun, Jianqi Ma, Bin Li, Yanwei Fu, Yao Peng, Xiangyang Xue

https://arxiv.org/abs/1904.08324v1

（将要开源，还未放出地址）

数据重采样

CVPR 2019

REPAIR: Removing Representation Bias by Dataset Resampling

Yi Li, Nuno Vasconcelos

https://arxiv.org/abs/1904.07911v1

https://github.com/JerryYLi/Dataset-REPAIR/

人脸对齐

Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression

Xinyao Wang, Liefeng Bo, Li Fuxin

https://arxiv.org/abs/1904.07399v1

（将要开源，还未放出地址）

动作检测

Decoupling Localization and Classification in Single Shot Temporal Action Detection

Yupan Huang, Qi Dai, Yutong Lu

https://arxiv.org/abs/1904.07442v1

https://github.com/HYPJUDY/Decouple-SSAD

手部抓取动作的分析与预测

CVPR 2019 Oral

ContactDB: Analyzing and Predicting Grasp Contact via Thermal Imaging

Samarth Brahmbhatt, Cusuh Ham, Charles C. Kemp, James Hays

https://arxiv.org/abs/1904.06830v1

https://contactdb.cc.gatech.edu/

深度度量学习

CVPR 2019

Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning

Xun Wang, Xintong Han, Weiling Huang, Dengke Dong, Matthew R. Scott

https://arxiv.org/abs/1904.06627v1

https://github.com/MalongTech/research-ms-loss

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