Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

5 March 2019

Zhi Tian

Tong He

Chunhua Shen

Youliang Yan

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Papers citing "Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation"

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Title
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 33 1 0 02 Jul 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 43 2 0 26 Apr 2024
JPPF: Multi-task Fusion for Consistent Panoptic-Part Segmentation Shishir Muralidhara Sravan Kumar Jagadeesh René Schuster Didier Stricker 29 1 0 30 Nov 2023
On Point Affiliation in Feature Upsampling Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao 3DPC 26 2 0 17 Jul 2023
Multi-task Fusion for Efficient Panoptic-Part Segmentation Sravan Kumar Jagadeesh René Schuster D. Stricker 22 6 0 15 Dec 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 24 16 0 20 Sep 2022
Exploring the Effects of Data Augmentation for Drivable Area Segmentation Srinjoy Bhuiya Ayush Kumar Sankalok Sen 33 1 0 06 Aug 2022
FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling Hao Lu Wenze Liu Hongtao Fu Z. Cao DiffM 15 25 0 21 Jul 2022
Attention guided global enhancement and local refinement network for semantic segmentation Jiangyun Li Sen Zha Chen Chen Meng Ding Tianxiang Zhang Hong Yu SSeg 45 25 0 09 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 30 32 0 07 Apr 2022
Representation Compensation Networks for Continual Semantic Segmentation Chang-Bin Zhang Jianqiang Xiao Xialei Liu Ying-Cong Chen Mingg-Ming Cheng SSeg CLL 48 93 0 10 Mar 2022
NSS-VAEs: Generative Scene Decomposition for Visual Navigable Space Construction Zheng Chen Lantao Liu 29 0 0 29 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 35 27 0 05 Oct 2021
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms Rui Fan Hengli Wang Yuan Wang Ming Liu Ioannis Pitas 24 66 0 06 Sep 2021
Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation Bowen Zhang Yifan Liu Zhi Tian Chunhua Shen SSeg 16 14 0 30 Jul 2021
A Novel Upsampling and Context Convolution for Image Semantic Segmentation Khwaja Monib Sediqi H. Lee SSeg 30 14 0 20 Mar 2021
ORDNet: Capturing Omni-Range Dependencies for Scene Parsing Shaofei Huang Si Liu Tianrui Hui Jizhong Han Bo-wen Li Jiashi Feng Shuicheng Yan 3DPC OffRL 39 15 0 11 Jan 2021
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection Jianbo Liu Sijie Ren Yuanjie Zheng Xiaogang Wang Hongsheng Li SSeg 33 11 0 18 Dec 2020
Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation Rui Fan Hengli Wang Peide Cai Jin Wu M. J. Bocus Lei Qiao Ming Liu 35 44 0 14 Dec 2020
Computer Stereo Vision for Autonomous Driving Rui Fan Li Wang M. J. Bocus Ioannis Pitas 3DV 44 33 0 06 Dec 2020
Dense Dual-Path Network for Real-time Semantic Segmentation Xinneng Yang Yan Wu Junqiao Zhao Feilin Liu SSeg 39 12 0 21 Oct 2020
EfficientFCN: Holistically-guided Decoding for Semantic Segmentation Jianbo Liu Junjun He Jiawei Zhang Jimmy S. J. Ren Hongsheng Li SSeg 22 50 0 24 Aug 2020
FCOS: A simple and strong anchor-free object detector Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 29 596 0 14 Jun 2020
Strip Pooling: Rethinking Spatial Pooling for Scene Parsing Qibin Hou Li Zhang Ming-Ming Cheng Jiashi Feng SSeg 3DPC 44 498 0 30 Mar 2020
Mask Encoding for Single Shot Instance Segmentation Rufeng Zhang Zhi Tian Chunhua Shen Mingyu You Youliang Yan ISeg 17 99 0 26 Mar 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 196 598 0 12 Mar 2020
Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Image Muhammad Shahzad A. I. Umar M. Khan S. H. Shirazi Zakir Khan Waqas Yousaf 11 48 0 28 Jan 2020
Adaptive Context Network for Scene Parsing J. Fu Jing Liu Yuhang Wang Yong Li Yongjun Bao Jinhui Tang Hanqing Lu SSeg 14 139 0 05 Nov 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 45 1,403 0 24 Sep 2019
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation Huikai Wu Junge Zhang Kaiqi Huang Kongming Liang Yizhou Yu SSeg 28 291 0 28 Mar 2019
OCNet: Object Context Network for Scene Parsing Yuhui Yuan Lang Huang Jianyuan Guo Chao Zhang Xilin Chen Jingdong Wang 25 599 0 04 Sep 2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,494 0 30 Nov 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 231 5,176 0 16 Sep 2016