Instance-aware Semantic Segmentation via Multi-task Network Cascades

14 December 2015

Papers citing "Instance-aware Semantic Segmentation via Multi-task Network Cascades"

50 / 129 papers shown

Title
Deeply Shape-guided Cascade for Instance Segmentation Hao Ding Siyuan Qiao Alan Yuille Wei Shen ISeg 19 4 0 25 Nov 2019
Salient Instance Segmentation via Subitizing and Clustering Jialun Pei He Tang Chao Liu Chuanbo Chen 16 12 0 29 Sep 2019
Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds Kosuke Arase Yusuke Mukuta Tatsuya Harada 3DPC 17 6 0 27 Sep 2019
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting Haoshu Fang Jianhua Sun Runzhong Wang Minghao Gou Yong-Lu Li Cewu Lu ISeg 19 206 0 21 Aug 2019
Recent Advances in Deep Learning for Object Detection Xiongwei Wu Doyen Sahoo S. Hoi VLM ObjD 30 794 0 10 Aug 2019
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study Jiechao Ma Yingqian Chen Yu-Chun Chen Fengkai Wan Sumin Xue Ziping Li S. Feng MedIm 12 2 0 24 Jul 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Tsung-Yi Lin Jonathon Shlens Quoc V. Le 14 523 0 26 Jun 2019
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions Pulak Purkait Christopher Zach Ian Reid SSeg 11 29 0 07 Jun 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang D. Shen 14 26 0 21 May 2019
Which Tasks Should Be Learned Together in Multi-task Learning? Trevor Scott Standley Amir Zamir Dawn Chen Leonidas J. Guibas Jitendra Malik Silvio Savarese 11 502 0 18 May 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 28 499 0 12 May 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 16 207 0 03 May 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 17 20 0 30 Apr 2019
Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation Hao Tang Dan Xu N. Sebe Yanzhi Wang Jason J. Corso Yan Yan 34 204 0 15 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 51 538 0 10 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Tsung-Yi Lin 3DPC ISeg 14 117 0 05 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 18 1,625 0 04 Apr 2019
Overcoming Small Minirhizotron Datasets Using Transfer Learning Weihuang Xu Guohao Yu A. Zare B. Zurweller D. Rowland J. Reyes‐Cabrera F. Fritschi R. Matamala T. Juenger 19 37 0 22 Mar 2019
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data Wei-Ye Zhao Liang Wang Kewei Shen Ruoyu Jia Jingming Liu 14 210 0 01 Mar 2019
DeeperLab: Single-Shot Image Parser Tien-Ju Yang Maxwell D. Collins Yukun Zhu Jyh-Jing Hwang Ting Liu Xiao Zhang Vivienne Sze George Papandreou Liang-Chieh Chen SSeg VLM 18 189 0 13 Feb 2019
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals C. Jiang Dana Lynn Ona Lansigan P. Marcus Matthias Nießner 11 11 0 30 Jan 2019
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free Cheng-Yang Fu Mykhailo Shvets Alexander C. Berg ObjD 20 137 0 10 Jan 2019
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 15 2,374 0 11 Dec 2018
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data Marco Stricker Olivier Augereau Stephen Moore 3DPC 11 11 0 08 Nov 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 29 12 0 10 Oct 2018
Faster RER-CNN: application to the detection of vehicles in aerial images Jean Ogier du Terrail F. Jurie ObjD 11 27 0 20 Sep 2018
Real-Time Dense Mapping for Self-driving Vehicles using Fisheye Cameras Zhaopeng Cui Lionel Heng Y. Yeo Andreas Geiger Marc Pollefeys Torsten Sattler MDE 11 38 0 17 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 11 122 0 10 Sep 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 27 2,414 0 06 Sep 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 25 3,939 0 15 Jul 2018
Fast and Accurate Online Video Object Segmentation via Tracking Parts Jingchun Cheng Yi-Hsuan Tsai Wei-Chih Hung Shengjin Wang Ming-Hsuan Yang VOS 11 245 0 06 Jun 2018
Cross-connected Networks for Multi-task Learning of Detection and Segmentation Seiichiro Fukuda Ryota Yoshihashi Rei Kawakami Shaodi You M. Iida T. Naemura 11 15 0 15 May 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian-jun Sun ObjD 86 263 0 17 Apr 2018
Outline Objects using Deep Reinforcement Learning Zhenxin Wang S. Sarcar Jingxin Liu Yilin Zheng Xiangshi Ren SSeg 6 7 0 10 Apr 2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing Jian-jun Zhao Jianshu Li Yu Cheng Li Zhou Terence Sim Shuicheng Yan Jiashi Feng 8 173 0 10 Apr 2018
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model George Papandreou Tyler Lixuan Zhu Liang-Chieh Chen Spyros Gidaris Jonathan Tompson Kevin Patrick Murphy 13 542 0 22 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 20 69 0 20 Mar 2018
Learning Region Features for Object Detection Jiayuan Gu Han Hu Liwei Wang Yichen Wei Jifeng Dai ObjD 16 78 0 19 Mar 2018
Learning to Cluster for Proposal-Free Instance Segmentation Yen-Chang Hsu Zheng Xu Z. Kira Jiawei Huang SSeg 11 54 0 17 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 11 42 0 15 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 43 5,597 0 05 Mar 2018
Annotation-Free and One-Shot Learning for Instance Segmentation of Homogeneous Object Clusters Zheng Wu Ruiheng Chang Jiaxu Ma Cewu Lu Chi-Keung Tang 12 11 0 01 Feb 2018
Re-ID done right: towards good practices for person re-identification Jon Almazán B. Gajic Naila Murray Diane Larlus 3DPC 17 105 0 16 Jan 2018
Localization-Aware Active Learning for Object Detection Chieh-Chi Kao Teng-Yok Lee P. Sen Ming-Yu Liu ObjD 13 120 0 16 Jan 2018
Towards dense object tracking in a 2D honeybee hive Katarzyna Bozek Laetitia Hebert A. Mikheyev G. Stephens VOT 14 47 0 22 Dec 2017
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition Christian Bartz Haojin Yang Christoph Meinel 14 64 0 14 Dec 2017
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal Jifeng Wang Xiang Li Le Hui Jian Yang GAN 14 397 0 07 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 24 4,842 0 03 Dec 2017
Real-time Semantic Image Segmentation via Spatial Sparsity Zifeng Wu Chunhua Shen A. Hengel SSeg 28 64 0 01 Dec 2017
Learning to Segment Instances in Videos with Spatial Propagation Network Jingchun Cheng Sifei Liu Yi-Hsuan Tsai Wei-Chih Hung Shalini De Mello Jinwei Gu Jan Kautz Shengjin Wang Ming-Hsuan Yang VOS 27 22 0 14 Sep 2017