Learning Deconvolution Network for Semantic Segmentation

17 May 2015

Papers citing "Learning Deconvolution Network for Semantic Segmentation"

50 / 536 papers shown

Title
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming Junfeng Gao Wenzhi Liao D. Nuyttens P. Lootens Erik Alexandersson J. Pieters 19 4 0 20 Oct 2022
Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images Jitesh Joshi N. Bianchi-Berthouze Youngjun Cho 19 7 0 21 Sep 2022
A Causal Intervention Scheme for Semantic Segmentation of Quasi-periodic Cardiovascular Signals Xingyao Wang Yuwen Li Hongxiang Gao Xianghong Cheng Jianqing Li Chengyu Liu 33 6 0 19 Sep 2022
Q-Net: Query-Informed Few-Shot Medical Image Segmentation Qianqian Shen Yanan Li Jiyong Jin B. Liu OOD 24 26 0 24 Aug 2022
Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation Jie Qin Jie Wu Ming Li Xu Xiao Min Zheng Xingang Wang 38 6 0 22 Aug 2022
Training a universal instance segmentation network for live cell images of various cell types and imaging modalities Tianqi Guo Yin Wang Luis Solorio J. Allebach SSeg OOD 27 3 0 28 Jul 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 41 308 0 28 Jul 2022
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation Minh On Vu Ngoc Yizi Chen Nicolas Boutry Jonathan Fabrizio Clement Mallet 34 1 0 23 Jul 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Stephen Lin Seung Wook Kim ViT 26 123 0 22 Jul 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 29 45 0 20 Jul 2022
Vision Transformers: From Semantic Segmentation to Dense Prediction Li Zhang Jiachen Lu Sixiao Zheng Xinxuan Zhao Xiatian Zhu Yanwei Fu Tao Xiang Jianfeng Feng Philip H. S. Torr ViT 29 7 0 19 Jul 2022
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation Moein Heidari A. Kazerouni Milad Soltany Kadarvish Reza Azad Ehsan Khodapanah Aghdam Julien Cohen-Adad Dorit Merhof MedIm ViT 25 178 0 18 Jul 2022
A hierarchical semantic segmentation framework for computer vision-based bridge damage detection Jingxiao Liu Yujie Wei Bin Chen Hae Young Noh 39 3 0 18 Jul 2022
Teach me how to Interpolate a Myriad of Embeddings Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis 53 2 0 29 Jun 2022
TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning Jinlin Xiang Eli Shlizerman CLL 19 8 0 17 Jun 2022
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations Tessa Han Suraj Srinivas Himabindu Lakkaraju FAtt 50 86 0 02 Jun 2022
SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration Sean I. Young Yael Balbastre Adrian Dalca W. Wells Juan Eugenio Iglesias Bruce Fischl 26 8 0 15 May 2022
Transformer Scale Gate for Semantic Segmentation Hengcan Shi Munawar Hayat Jianfei Cai ViT 32 22 0 14 May 2022
RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects Yunseok Jang Ruben Villegas Jimei Yang Duygu Ceylan Xin Sun Honglak Lee 3DH 32 0 0 14 May 2022
Improved-Flow Warp Module for Remote Sensing Semantic Segmentation Yinjie Zhang Yi Liu Wei Guo 21 0 0 09 May 2022
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion Yida Wang D. Tan Nassir Navab F. Tombari 3DPC 31 18 0 08 May 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 10 401 0 19 Apr 2022
Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention Network Yuhang He Lin Chen Jun-Zhou Xie Long Chen 3DPC 22 3 0 17 Apr 2022
Scale Invariant Semantic Segmentation with RGB-D Fusion Mohammad Dawud Ansari Alwi Husada D. Stricker MDE 38 0 0 10 Apr 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
Semi-supervised Semantic Segmentation with Error Localization Network Donghyeon Kwon Suha Kwak 36 91 0 05 Apr 2022
Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation Minsoo Kang Jaeyoo Park Bohyung Han CLL 27 179 0 02 Apr 2022
ReSTR: Convolution-free Referring Image Segmentation Using Transformers N. Kim Dongwon Kim Cuiling Lan Wenjun Zeng Suha Kwak 30 137 0 31 Mar 2022
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors O. E. Okman Mehmet Gorkem Ulkar Gulnur Selda Uyanik SSeg 32 4 0 30 Mar 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 37 26 0 30 Mar 2022
Integrative Few-Shot Learning for Classification and Segmentation Dahyun Kang Minsu Cho VLM 37 59 0 29 Mar 2022
UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning Nazmul Karim Mamshad Nayeem Rizve Nazanin Rahnavard Ajmal Mian M. Shah NoLa 42 98 0 28 Mar 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 34 2 0 23 Mar 2022
Hyperbolic Image Segmentation Mina Ghadimi Atigh Julian Schoep Erman Acar Nanne van Noord Pascal Mettes 53 86 0 11 Mar 2022
Representation Compensation Networks for Continual Semantic Segmentation Chang-Bin Zhang Jianqiang Xiao Xialei Liu Ying-Cong Chen Mingg-Ming Cheng SSeg CLL 53 93 0 10 Mar 2022
Machine Learning Applications in Lung Cancer Diagnosis, Treatment and Prognosis Yawei Li Xin Wu P. Yang Guoqian Jiang Yuan Luo AI4CE 30 2 0 05 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 26 2 0 03 Mar 2022
Local and Global GANs with Semantic-Aware Upsampling for Image Generation Hao Tang Ling Shao Philip Torr N. Sebe 187 21 0 28 Feb 2022
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing Huaqian Wu N. Souedet C. Jan Cédric Clouchoux T. Delzescaux 16 15 0 17 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 40 17 0 15 Feb 2022
Binary Neural Networks as a general-propose compute paradigm for on-device computer vision Guhong Nie Lirui Xiao Menglong Zhu Dongliang Chu Yue-Hong Shen Peng Li Kan Yang Li Du Bo Chen Dji Innovations Inc MQ 34 5 0 08 Feb 2022
Learning fair representation with a parametric integral probability metric Dongha Kim Kunwoong Kim Insung Kong Ilsang Ohn Yongdai Kim FaML 25 16 0 07 Feb 2022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators Lois Orosa Skanda Koppula Yaman Umuroglu Konstantinos Kanellopoulos Juan Gómez Luna Michaela Blott K. Vissers O. Mutlu 46 4 0 04 Feb 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space Jonas Löhdefink Tim Fingscheidt 26 2 0 17 Jan 2022
maskGRU: Tracking Small Objects in the Presence of Large Background Motions Constantine J. Roros A. Kak 45 2 0 03 Jan 2022
Deep ensembles in bioimage segmentation L. Nanni Daniela Cuza A. Lumini Andrea Loreggia S. Brahnam SSeg 18 8 0 24 Dec 2021
Cost Aggregation Is All You Need for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Seungryong Kim ViT 29 23 0 22 Dec 2021
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded Context Weijun Wang Andrew G. Howard Mamba 34 4 0 22 Dec 2021
Towards Explainable Artificial Intelligence in Banking and Financial Services Ambreen Hanif 22 9 0 14 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 70 40 0 06 Dec 2021