Fully Convolutional Networks for Semantic Segmentation

20 May 2016

Papers citing "Fully Convolutional Networks for Semantic Segmentation"

50 / 4,497 papers shown

Title
Quantifying Model Uncertainty for Semantic Segmentation using Operators in the RKHS Rishabh Singh José C. Príncipe UQCV 41 3 0 03 Nov 2022
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Jiacheng Ruan Suncheng Xiang Mingye Xie Ting Liu Yuzhuo Fu 33 136 0 03 Nov 2022
ImageCAS: A Large-Scale Dataset and Benchmark for Coronary Artery Segmentation based on Computed Tomography Angiography Images An Zeng Chunbiao Wu Meiping Huang Jian Zhuang Shanshan Bi ... Tianchen Wang Yiyu Shi Xuelong Li Guisen Lin Xiaowei Xu 51 58 0 03 Nov 2022
Spatial Reasoning for Few-Shot Object Detection Geonuk Kim Ho-Choul Jung Seong-Whan Lee ObjD 35 34 0 02 Nov 2022
Pixel-Wise Contrastive Distillation Junqiang Huang Zichao Guo 60 4 0 01 Nov 2022
Scoliosis Detection using Deep Neural Network Y. Nguyen 36 1 0 31 Oct 2022
Dataset Distillation via Factorization Songhua Liu Kai Wang Xingyi Yang Jingwen Ye Xinchao Wang DD 149 143 0 30 Oct 2022
Domain Generalization through the Lens of Angular Invariance Yujie Jin Xu Chu Yasha Wang Wenwu Zhu OOD 15 3 0 28 Oct 2022
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation Jie Li Wei He Hongyan Zhang 39 5 0 27 Oct 2022
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma Yu-Hao Yang Yanfeng Wang Ya Zhang Weidi Xie VLM 36 48 0 27 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 34 3 0 26 Oct 2022
RGB-T Semantic Segmentation with Location, Activation, and Sharpening Gongyang Li Yike Wang Zhi Liu Xinpeng Zhang Dan Zeng 29 97 0 26 Oct 2022
Salient Object Detection via Dynamic Scale Routing Zhenyu Wu Shuai Li Chenglizhao Chen Hong Qin Aimin Hao 38 20 0 25 Oct 2022
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery with Transformers Zhiwei Lin Ze Yang Yongtao Wang ViT 44 2 0 24 Oct 2022
Deep Learning in Single-Cell Analysis Dylan Molho Jiayuan Ding Zhaoheng Li Haifang Wen Wenzhuo Tang ... P. Danaher Robert Yang Y. Lei Yuying Xie Jiliang Tang 43 23 0 22 Oct 2022
Query Semantic Reconstruction for Background in Few-Shot Segmentation Haoyan Guan Michael W. Spratling 42 3 0 21 Oct 2022
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation Haoyan Guan Michael W. Spratling 42 0 0 21 Oct 2022
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 33 4 0 20 Oct 2022
SS-VAERR: Self-Supervised Apparent Emotional Reaction Recognition from Video Marija Jegorova Stavros Petridis Maja Pantic 42 2 0 20 Oct 2022
RAIS: Robust and Accurate Interactive Segmentation via Continual Learning Yuying Hao Yi Liu Juncai Peng Haoyi Xiong Guowei Chen Shiyu Tang Zeyu Chen Baohua Lai OOD 3DV VLM 44 3 0 20 Oct 2022
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping J. Xia Naoto Yokoya B. Adriano Clifford Broni-Bediako VLM 41 70 0 19 Oct 2022
Emerging Threats in Deep Learning-Based Autonomous Driving: A Comprehensive Survey Huiyun Cao Wenlong Zou Yinkun Wang Ting Song Mengjun Liu AAML 64 5 0 19 Oct 2022
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 58 11 0 18 Oct 2022
Self-Supervised Learning Through Efference Copies Franz Scherr Qinghai Guo Timoleon Moraitis 29 10 0 17 Oct 2022
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation T. M. Khan Muhammad Arsalan A. Robles-Kelly Erik H. W. Meijering SSeg 23 15 0 15 Oct 2022
Instance Segmentation with Cross-Modal Consistency A. Z. Zhu Vincent Casser R. Mahjourian Henrik Kretzschmar Soren Pirk ISeg 24 1 0 14 Oct 2022
Parameter-Free Average Attention Improves Convolutional Neural Network Performance (Almost) Free of Charge Nils Körber 23 12 0 14 Oct 2022
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 35 5 0 14 Oct 2022
Composite Learning for Robust and Effective Dense Predictions Menelaos Kanakis Thomas E. Huang David Brüggemann Feng Yu Luc Van Gool SSL 44 3 0 13 Oct 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 30 11 0 13 Oct 2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Zhendi Gong Andrew P French Guoping Qiu Xin Chen ViT MedIm 50 7 0 13 Oct 2022
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Marco Toldo Umberto Michieli Pietro Zanuttigh CLL VLM 50 6 0 13 Oct 2022
DCANet: Differential Convolution Attention Network for RGB-D Semantic Segmentation Lizhi Bai Jun Yang Chunqi Tian Yaoru Sun Maoyu Mao Yanjun Xu Weirong Xu 41 9 0 13 Oct 2022
A Comparative Study on 1.5T-3T MRI Conversion through Deep Neural Network Models Bin Liao Yani Chen Zhewei Wang Charles D. Smith Jundong Liu 3DV MedIm 26 2 0 12 Oct 2022
Hierarchical Instance Mixing across Domains in Aerial Segmentation Edoardo Arnaudo A. Tavera F. Dominici Carlo Masone Barbara Caputo 24 7 0 12 Oct 2022
BoxMask: Revisiting Bounding Box Supervision for Video Object Detection K. Hashmi A. Pagani D. Stricker Muhammad Zeshan Afzal VOS 75 10 0 12 Oct 2022
Hypergraph Convolutional Networks for Weakly-Supervised Semantic Segmentation Jhony H. Giraldo V. M. Scarrica A. Staiano F. Camastra T. Bouwmans GNN 28 18 0 11 Oct 2022
DPANET:Dual Pooling Attention Network for Semantic Segmentation Dongwei Sun Zhuo Gao SSeg 46 0 0 11 Oct 2022
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 105 74 0 10 Oct 2022
Rejecting noise in Baikal-GVD data with neural networks I. Kharuk G. Rubtsov G. Safronov 17 1 0 10 Oct 2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 111 4 0 10 Oct 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP Feng Liang Bichen Wu Xiaoliang Dai Kunpeng Li Yinan Zhao Hang Zhang Peizhao Zhang Peter Vajda Diana Marculescu CLIP VLM 49 436 0 09 Oct 2022
Sequential Ensembling for Semantic Segmentation Rawal Khirodkar Brandon A. Smith Siddhartha Chandra Amit Agrawal A. Criminisi 45 2 0 08 Oct 2022
Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation Zhenyu Lu VLM SSL 34 1 0 06 Oct 2022
Water Simulation and Rendering from a Still Photograph Ryusuke Sugimoto Mingming He Jing Liao Pedro Sander 3DH DiffM 62 6 0 05 Oct 2022
Toward Knowledge-Driven Speech-Based Models of Depression: Leveraging Spectrotemporal Variations in Speech Vowels Kexin Feng Theodora Chaspari 31 12 0 05 Oct 2022
Spatio-Temporal Learnable Proposals for End-to-End Video Object Detection K. Hashmi D. Stricker Muhammamd Zeshan Afzal 34 7 0 05 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj Eros Fani Marco Toldo Debora Caldarola A. Tavera Umberto Michieli Marco Ciccone Pietro Zanuttigh Barbara Caputo FedML 39 39 0 05 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen Li Niu Siyuan Zhou Jianlou Si Chao Qian Liqing Zhang 37 6 0 05 Oct 2022
Vision+X: A Survey on Multimodal Learning in the Light of Data Ye Zhu Yuehua Wu N. Sebe Yan Yan 55 16 0 05 Oct 2022