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Instance Aware Paper List

  • The goal of this document is to provide a reading list for papers related to "Instance".

Papers

Paper list.

No. Figure Title Authors Pub. Links
1 MNC Instance-aware Semantic Segmentation via Multi-task Network Cascades Jifeng Dai, Kaiming He, Jian Sun CVPR 2016 paper github ⭐
2 MSRNet Instance-Level Salient Object Segmentation Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu CVPR 2017 paper
3 MIDN Multiple Instance Detection Network with Online Instance Classifier Refinement Peng Tang, Xinggang Wang, Xiang Bai, Wenyu Liu CVPR 2017 paper
4 ISFCN Instance-sensitive Fully Convolutional Networks Jifeng Dai, Kaiming He, Yi Li, Shaoqing Ren, Jian Sun ECCV 2016 paper
5 FCIS Fully Convolutional Instance-aware Semantic Segmentation Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei CVPR 2017 paper github
6 Polygon-RNN Annotating Object Instances with a Polygon-RNN Lluis Castrejon, Kaustav Kundu, Raquel Urtasun, Sanja Fidler CVPR 2017 paper ⭐
7 R2-IOS Reversible Recursive Instance-Level Object Segmentation Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan CVPR 2016 paper
8 PIS Pixelwise Instance Segmentation With a Dynamically Instantiated Network Anurag Arnab, Philip H. S. Torr CVPR 2017 paper
9 MIML-FCN MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew Soon Ong CVPR 2017 paper
10 sm-LSTM Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM Yan Huang, Wei Wang, Liang Wang CVPR 2017 paper
11 Multi-scale-FCN Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G. Ororbi II, Daniel Kifer, C. Lee Giles CVPR 2017 paper
12 InstanceCut InstanceCut: From Edges to Instances With MultiCut Alexander Kirillov, Evgeny Levinkov, Bjoern Andres, Bogdan Savchynskyy, Carsten Rother CVPR 2017 paper
13 DeepWatershed Deep Watershed Transform for Instance Segmentation Min Bai, Raquel Urtasun CVPR 2017 paper github
14 BAIS Boundary-Aware Instance Segmentation Zeeshan Hayder, Xuming He, Mathieu Salzmann CVPR 2017 paper
15 VBMIL Variational Bayesian Multiple Instance Learning With Gaussian Processes Manuel Haussmann, Fred A. Hamprecht, Melih Kandemir CVPR 2017 paper github
16 ISRA End-To-End Instance Segmentation With Recurrent Attention Mengye Ren, Richard S. Zemel CVPR 2017 paper