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
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 46 2,381 0 11 Dec 2018
Parsing R-CNN for Instance-Level Human Analysis Lu Yang Q. Song Zhihui Wang Ming Jiang SSeg 56 121 0 30 Nov 2018
Mask R-CNN with Pyramid Attention Network for Scene Text Detection Zhida Huang Zhuoyao Zhong Lei-huan Sun Qiang Huo 30 80 0 22 Nov 2018
Deep Semantic Instance Segmentation of Tree-like Structures Using Synthetic Data Marco Stricker Olivier Augereau Stephen Moore 3DPC 18 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 41 12 0 10 Oct 2018
Faster RER-CNN: application to the detection of vehicles in aerial images Jean Ogier du Terrail F. Jurie ObjD 19 28 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 27 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 24 123 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 72 2,420 0 06 Sep 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 42 3,954 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 30 245 0 06 Jun 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 19 211 0 04 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 21 15 0 15 May 2018
DetNet: A Backbone network for Object Detection Zeming Li Chao Peng Gang Yu Xiangyu Zhang Yangdong Deng Jian Sun ObjD 88 263 0 17 Apr 2018
Outline Objects using Deep Reinforcement Learning Zhenxin Wang S. Sarcar Jingxin Liu Yilin Zheng Xiangshi Ren SSeg 29 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 13 173 0 10 Apr 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 27 274 0 03 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 17 543 0 22 Mar 2018
Ocean Eddy Identification and Tracking using Neural Networks K. Franz R. Roscher Andres Milioto Susanne Wenzel J. Kusche AI4Cl 28 69 0 20 Mar 2018
Learning Region Features for Object Detection Jiayuan Gu Han Hu Liwei Wang Yichen Wei Jifeng Dai ObjD 32 78 0 19 Mar 2018
Learning to Cluster for Proposal-Free Instance Segmentation Yen-Chang Hsu Zheng Xu Z. Kira Jiawei Huang SSeg 24 54 0 17 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 18 42 0 15 Mar 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 61 5,643 0 05 Mar 2018
Towards End-to-End Lane Detection: an Instance Segmentation Approach D. Neven Bert De Brabandere Stamatios Georgoulis Marc Proesmans Luc Van Gool 23 659 0 15 Feb 2018
Disjoint Multi-task Learning between Heterogeneous Human-centric Tasks Dong-Jin Kim Jinsoo Choi Tae-Hyun Oh Youngjin Yoon In So Kweon 24 27 0 14 Feb 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 25 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 30 105 0 16 Jan 2018
Localization-Aware Active Learning for Object Detection Chieh-Chi Kao Teng-Yok Lee P. Sen Ming-Yu Liu ObjD 24 121 0 16 Jan 2018
Towards dense object tracking in a 2D honeybee hive Katarzyna Bozek Laetitia Hebert A. Mikheyev G. Stephens VOT 32 47 0 22 Dec 2017
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 23 180 0 22 Dec 2017
SEE: Towards Semi-Supervised End-to-End Scene Text Recognition Christian Bartz Haojin Yang Christoph Meinel 29 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 28 396 0 07 Dec 2017
Cascade R-CNN: Delving into High Quality Object Detection Zhaowei Cai Nuno Vasconcelos ObjD 52 4,852 0 03 Dec 2017
Real-time Semantic Image Segmentation via Spatial Sparsity Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 39 64 0 01 Dec 2017
Video Object Segmentation Without Temporal Information Kevis-Kokitsi Maninis Sergi Caelles Yuhua Chen Jordi Pont-Tuset Laura Leal-Taixé Daniel Cremers Luc Van Gool VOS 29 338 0 18 Sep 2017
Learning to Segment Instances in Videos with Spatial Propagation Network Jingchun Cheng Sifei Liu Yi-Hsuan Tsai Wei-Chih Hung Shalini De Mello Liang Feng Jan Kautz Shengjin Wang Ming-Hsuan Yang VOS 27 22 0 14 Sep 2017
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection Yuchen Dai Zheng Huang Yuting Gao Youxuan Xu Kai Chen Jie Guo Weidong Qiu 21 139 0 11 Sep 2017
Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions Samya Amiri Mohamed Ali Mahjoub I. Rekik 14 4 0 05 Sep 2017
SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks Ravi Kiran Sarvadevabhatla Isht Dwivedi Abhijat Biswas S. Manocha R. VenkateshBabu 3DV 24 38 0 05 Sep 2017
Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB Aitor Alvarez-Gila Joost van de Weijer Estíbaliz Garrote GAN 27 90 0 01 Sep 2017
A deep architecture for unified aesthetic prediction Naila Murray Albert Gordo 23 46 0 16 Aug 2017
Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning Tae-Hyun Oh Kyungdon Joo Neel Joshi Baoyuan Wang In So Kweon S. B. Kang DiffM 10 13 0 09 Aug 2017
Semantic Instance Segmentation with a Discriminative Loss Function Bert De Brabandere D. Neven Luc Van Gool SSeg 57 443 0 08 Aug 2017
STN-OCR: A single Neural Network for Text Detection and Text Recognition Christian Bartz Haojin Yang Christoph Meinel 40 72 0 27 Jul 2017
Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation Sharif Amit Kamran A. Sabbir SSeg 13 19 0 26 Jul 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 75 3,065 0 19 May 2017
The Forgettable-Watcher Model for Video Question Answering Hongyang Xue Zhou Zhao Deng Cai 21 9 0 03 May 2017
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation Ngan Le Kha Gia Quach Khoa Luu Marios Savvides Chenchen Zhu 24 71 0 12 Apr 2017
Instance Flow Based Online Multiple Object Tracking Sebastian Bullinger C. Bodensteiner Michael Arens VOT 19 18 0 03 Mar 2017
Attentional Network for Visual Object Detection Kota Hara Ming-Yu Liu Oncel Tuzel Amir-massoud Farahmand ObjD 30 28 0 06 Feb 2017