Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 537 papers shown

Title
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 24 147 0 08 Oct 2018
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 16 1 0 07 Oct 2018
SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation Sudeep Pillai Rares Andrei Ambrus Adrien Gaidon SupR MDE 16 216 0 03 Oct 2018
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks Mahmoud Kalash Md. Amirul Islam Neil D. B. Bruce 38 13 0 03 Oct 2018
DeepCMB: Lensing Reconstruction of the Cosmic Microwave Background with Deep Neural Networks J. Caldeira W. L. K. Wu Brian D. Nord Camille Avestruz Shubhendu Trivedi K. Story 28 63 0 02 Oct 2018
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds Francis Engelmann Theodora Kontogianni Jonas Schult Bastian Leibe 3DPC 19 109 0 02 Oct 2018
Triply Supervised Decoder Networks for Joint Detection and Segmentation Jiale Cao Yanwei Pang Xuelong Li 15 62 0 25 Sep 2018
Human activity recognition based on time series analysis using U-Net Yong Zhang Yu Zhang Zhao Zhang Jie Bao Yunpeng Song HAI 18 36 0 20 Sep 2018
Multispecies fruit flower detection using a refined semantic segmentation network P. Dias A. Tabb Henry Medeiros 28 111 0 20 Sep 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin SSeg 33 189 0 17 Sep 2018
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation Chuang Niu Shenghan Ren Jimin Liang SSeg 24 0 0 17 Sep 2018
Devil in the Details: Towards Accurate Single and Multiple Human Parsing Tao Ruan Ting Liu Zilong Huang Yunchao Wei Shikui Wei Yao-Min Zhao Thomas Huang 38 246 0 17 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 21 27 0 14 Sep 2018
Efficient Road Lane Marking Detection with Deep Learning Ping-Rong Chen Shao-Yuan Lo Hsueh-Ming Hang S. Chan Jing-Jhih Lin 18 57 0 11 Sep 2018
Long-Term Occupancy Grid Prediction Using Recurrent Neural Networks M. Schreiber S. Hörmann Klaus C. J. Dietmayer 24 63 0 11 Sep 2018
Iris and periocular recognition in arabian race horses using deep convolutional neural networks Mateusz Trokielewicz M. Szadkowski CVBM 32 11 0 01 Sep 2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks Abhijit Guha Roy Nassir Navab Christian Wachinger SSeg 26 377 0 23 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 25 242 0 11 Aug 2018
Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image Siyuan Huang Siyuan Qi Yixin Zhu Yinxue Xiao Yuanlu Xu Song-Chun Zhu 3DV 32 130 0 07 Aug 2018
Inner Space Preserving Generative Pose Machine Shuangjun Liu Sarah Ostadabbas GAN 18 6 0 06 Aug 2018
Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems F. J. Gonzalez Maciej Balajewicz AI4CE 25 138 0 03 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 39 2,182 0 02 Aug 2018
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation Minyoung Chung Jingyu Lee Minkyung Lee Jeongjin Lee Y. Shin MedIm 27 27 0 02 Aug 2018
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database Qijie Zhao Feng Ni Yang Song Yongtao Wang Zhi Tang 22 8 0 31 Jul 2018
Modular Sensor Fusion for Semantic Segmentation Hermann Blum Abel Gawel Roland Siegwart Cesar Cadena 28 14 0 30 Jul 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 42 3,959 0 15 Jul 2018
Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices Yu-hsin Chen Tien-Ju Yang J. Emer Vivienne Sze MQ 18 70 0 10 Jul 2018
Troubling Trends in Machine Learning Scholarship Zachary Chase Lipton Jacob Steinhardt 29 288 0 09 Jul 2018
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence Sangryul Jeon Seungryong Kim Dongbo Min Kwanghoon Sohn 23 62 0 09 Jul 2018
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes Shangbang Long Jiaqiang Ruan Wenbo Zhang Xin He Wenhao Wu Cong Yao 35 513 0 04 Jul 2018
An Integration of Bottom-up and Top-Down Salient Cues on RGB-D Data: Saliency from Objectness vs. Non-Objectness Nevrez Imamoglu Wataru Shimoda Chi Zhang Yuming Fang Asako Kanezaki Keiji Yanai Y. Nishida FAtt 16 7 0 04 Jul 2018
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra Camille Couprie Iasonas Kokkinos 18 60 0 03 Jul 2018
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays Jinzheng Cai Le Lu Adam P. Harrison Xiaoshuang Shi Pingjun Chen Ling Yang 31 54 0 03 Jul 2018
SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis D. Gunashekar Sailesh Conjeti Abhijit Guha Roy Nassir Navab Kuangyu Shi MedIm 13 0 0 29 Jun 2018
Convolutional Neural Networks to Enhance Coded Speech Ziyue Zhao Huijun Liu Tim Fingscheidt 32 64 0 25 Jun 2018
Unsupervised Deep Multi-focus Image Fusion X. Yan Syed Zulqarnain Gilani Hanlin Qin Ajmal Mian 32 44 0 19 Jun 2018
MoE-SPNet: A Mixture-of-Experts Scene Parsing Network Huan Fu Biwei Huang Chaohui Wang Dacheng Tao MoE 26 18 0 19 Jun 2018
Semantic Video Segmentation: A Review on Recent Approaches M. H. Saffar Mohsen Fayyaz Mohammad Sabokrou M. Fathy 20 11 0 16 Jun 2018
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation Jindong Jiang Lunan Zheng Fei Luo Zhijun Zhang 3DPC SSeg 19 212 0 04 Jun 2018
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture D. Nguyen X. Jia David Sher Mu-Han Lin Zohaib Iqbal Hui Liu Steve B. Jiang AI4CE 33 271 0 25 May 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 27 839 0 25 May 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang N. Sebe MoE 27 475 0 11 May 2018
Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images T. Schlegl Hrvoje Bogunović S. Klimscha Philipp Seeböck A. Sadeghipour Bianca S. Gerendas S. Waldstein Georg Langs U. Schmidt-Erfurth 25 28 0 08 May 2018
Sharp Attention Network via Adaptive Sampling for Person Re-identification Chen Shen Guo-Jun Qi Rongxin Jiang Zhongming Jin Hongwei Yong Yao-wu Chen Xiansheng Hua 27 38 0 07 May 2018
On the iterative refinement of densely connected representation levels for semantic segmentation Arantxa Casanova Guillem Cucurull M. Drozdzal Adriana Romero Yoshua Bengio SSeg 31 24 0 30 Apr 2018
Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers Stephan R. Richter Stefan Roth 3DV 28 139 0 29 Apr 2018
TreeSegNet: Adaptive Tree CNNs for Subdecimeter Aerial Image Segmentation Kai Yue Lei Yang Ruirui Li Wei Hu Fan Zhang Wei Li SSeg 29 4 0 29 Apr 2018
Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation Sohil Shah P. Ghosh L. Davis Tom Goldstein SSeg 26 55 0 27 Apr 2018
Gaussian Material Synthesis K. Zsolnai-Fehér Peter Wonka Michael Wimmer 3DV 3DGS 19 41 0 23 Apr 2018
Unsupervised Discovery of Object Landmarks as Structural Representations Y. Zhang Yijie Guo Yixin Jin Yijun Luo Zhiyuan He Honglak Lee OCL 41 194 0 12 Apr 2018