Instance-aware Semantic Segmentation via Multi-task Network Cascades

14 December 2015

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

50 / 185 papers shown

Title
Object Detection in the Context of Mobile Augmented Reality Xiang Li Yuan Tian Fuyao Zhang Shuxue Quan Yi Tian Xu 35 25 0 15 Aug 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jiale Cao Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao ISeg 27 169 0 29 Jul 2020
A Framework based on Deep Neural Networks to Extract Anatomy of Mosquitoes from Images M. Minakshi Pratool Bharti T. Bhuiyan S. Kariev Sriram Chellappan 8 18 0 21 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 39 204 0 17 Jul 2020
Automated Measurements of Key Morphological Features of Human Embryos for IVF B. Leahy Won-Dong Jang H. Yang R. Struyven D. Wei ... Y. Kalma F. Azem D. Ben-Yosef Hanspeter Pfister D. Needleman 3DH 25 27 0 29 May 2020
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo D. Jin Zhuotun Zhu T. Ho Adam P. Harrison Chun-Hung Chao Jing Xiao Alan Yuille Chien-Yu Lin Le Lu 22 59 0 17 Apr 2020
BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic Segmentation Yifeng Chen Guangchen Lin Songyuan Li Omar Elfarouk Bourahla Yiming Wu Fangfang Wang Junyi Feng Mingliang Xu Xi Li ISeg 28 65 0 31 Mar 2020
Deep Affinity Net: Instance Segmentation via Affinity Xingqian Xu M. Chiu Thomas S. Huang Humphrey Shi ISeg SSeg 16 11 0 15 Mar 2020
Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN Hang Xu Linpu Fang Xiaodan Liang Wenxiong Kang Zhenguo Li ObjD 32 21 0 18 Feb 2020
Multi-Channel Attention Selection GANs for Guided Image-to-Image Translation Hao Tang Philip Torr N. Sebe 37 37 0 03 Feb 2020
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey F. Sultana Abu Sufian P. Dutta SSeg 27 249 0 13 Jan 2020
Deep Snake for Real-Time Instance Segmentation Sida Peng W. Jiang Huaijin Pi Xiuli Li Hujun Bao Xiaowei Zhou ISeg SSeg 37 299 0 06 Jan 2020
Classifying, Segmenting, and Tracking Object Instances in Video with Mask Propagation Gedas Bertasius Lorenzo Torresani 21 178 0 10 Dec 2019
YOLACT++: Better Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee VLM SSeg ISeg 22 407 0 03 Dec 2019
Deeply Shape-guided Cascade for Instance Segmentation Hao Ding Siyuan Qiao Alan Yuille Wei Shen ISeg 31 4 0 25 Nov 2019
Instance Shadow Detection Tianyu Wang Xiaowei Hu Qiong Wang Pheng-Ann Heng Chi-Wing Fu 30 72 0 16 Nov 2019
RGB-D Individual Segmentation Wenqiang Xu Yanjun Fu Yucheng Luo Chang Liu Cewu Lu 18 0 0 16 Oct 2019
Salient Instance Segmentation via Subitizing and Clustering Jialun Pei He Tang Chao Liu Chuanbo Chen 21 12 0 29 Sep 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 24 536 0 29 Sep 2019
Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds Kosuke Arase Yusuke Mukuta Tatsuya Harada 3DPC 24 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 Guosheng Lin VLM ObjD 32 799 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 35 2 0 24 Jul 2019
Learning Data Augmentation Strategies for Object Detection Barret Zoph E. D. Cubuk Golnaz Ghiasi Nayeon Lee Jonathon Shlens Quoc V. Le 39 523 0 26 Jun 2019
Cascade R-CNN: High Quality Object Detection and Instance Segmentation Zhaowei Cai Nuno Vasconcelos ObjD 19 1,321 0 24 Jun 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Guohao Li Marc Pollefeys Martin R. Oswald ISeg 26 175 0 20 Jun 2019
Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions Pulak Purkait Christopher Zach Ian Reid SSeg 21 29 0 07 Jun 2019
Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation Ziheng Zhang Anpei Chen Ling Xie Jingyi Yu Shenghua Gao 26 31 0 30 May 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 19 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 24 502 0 18 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 32 2,285 0 13 May 2019
Video Instance Segmentation Linjie Yang Yuchen Fan N. Xu VOS ISeg 39 499 0 12 May 2019
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation D. Sánchez Marc Oliu Meysam Madadi Xavier Baro Sergio Escalera 3DH 24 7 0 08 May 2019
Seamless Scene Segmentation Lorenzo Porzi Samuel Rota Buló Aleksander Colovic Peter Kontschieder SSeg 27 207 0 03 May 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 33 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 45 205 0 15 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 74 538 0 10 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 30 117 0 05 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 52 1,628 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 27 37 0 22 Mar 2019
An End-to-End Network for Panoptic Segmentation Huanyu Liu Chao Peng Changqian Yu Jingbo Wang Xuantong Liu Gang Yu Wei Jiang ISeg 27 148 0 12 Mar 2019
Distinguishing mirror from glass: A 'big data' approach to material perception Hideki Tamura Konrad E. Prokott R. Fleming OOD AAML 17 9 0 05 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
Associatively Segmenting Instances and Semantics in Point Clouds Xinlong Wang Shu Liu Xiaoyong Shen Chunhua Shen Jiaya Jia ISeg 3DPC 13 247 0 26 Feb 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 41 189 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
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 23 1,287 0 22 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 33 137 0 10 Jan 2019
A^2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes Kui Xu Zhe Wang Jianping Shi Hongsheng Li Q. Zhang 3DV 22 40 0 03 Jan 2019
A Unified Framework for Mutual Improvement of SLAM and Semantic Segmentation Kai Wang Yimin Lin Luowei Wang Liming Han Minjie Hua Xiang Wang Kai Wang Bill Huang SSeg 17 28 0 25 Dec 2018