Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation
Lin, Guosheng, Shen, Chunhua, van den Hengel, Anton, Reid, Ian·2016·2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Cited by (858)
Items 301–400 of 858
- Trusted Guidance Pyramid Network for Human ParsingXianghui Luo, Zhuo Su, Jiaming Guo, Gengwei Zhang, Xiangjian He · 2018 · ACM International Conference on Multimedia (ACM MM)
- Learning Fully Dense Neural Networks for Image Semantic SegmentationMingmin Zhen, Jinglu Wang, Lei Zhou, Tian Fang, Long Quan · 2019 · Proceedings of the AAAI Conference on Artificial Intelligence
- ProtoSeg: Interpretable Semantic Segmentation with Prototypical PartsMikołaj Sacha, Dawid Rymarczyk, Łukasz Struski, Jacek Tabor, Bartosz Zieliński · 2023 · IEEE Winter Conference on Applications of Computer Vision
- The Stixel World: A medium-level representation of traffic scenesMarius Cordts, Timo Rehfeld, Lukas Schneider, David Pfeiffer, Markus Enzweiler, Stefan Roth, Marc Pollefeys, Uwe Franke · 2017 · Image and Vision Computing
- Deep Learning Convolutional Networks for Multiphoton Microscopy Vasculature SegmentationPetteri Teikari, Marc Ericson C. Santos, Charissa Poon, Kullervo Hynynen · 2016 · arXiv (Cornell University)
- AMNet: Deep Atrous Multiscale Stereo Disparity Estimation NetworksXianzhi Du, Mostafa El‐Khamy, Jungwon Lee · 2019 · arXiv (Cornell University)
- Deeply Learning the Messages in Message Passing InferenceGuosheng Lin, Chunhua Shen, Ian D. Reid, Anton van den Hengel · 2015 · arXiv (Cornell University)
- Dense Relation Network: Learning Consistent and Context-Aware Representation for Semantic Image SegmentationYueqing Zhuang, Fan Yang, Tao Li, Cong Ma, Ziwei Zhang, Yuan Li, Huizhu Jia, Xiaodong Xie, Wen Gao · 2018 · Proceedings - International Conference on Image Processing
- Real-time semantic segmentation for autonomous driving: A review of CNNs, Transformers, and BeyondMohammed A. M. Elhassan, Changjun Zhou, Ali Hussain Khan, Amina Benabid, Abuzar B. M. Adam, Atif Mehmood, Naftaly Muriuki Wambugu · 2024 · Journal of King Saud University - Computer and Information Sciences
- High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random FieldXiaofeng Sun, Xiangguo Lin, Shuhan Shen, Zhanyi Hu · 2017 · ISPRS International Journal of Geo-Information
- Weakly Supervised Segmentation of SAR Imagery Using Superpixel and Hierarchically Adversarial CRFFei Ma, Fei Gao, Jinping Sun, Huiyu Zhou, Amir Hussain · 2019 · Remote Sensing
- RWSNet: a semantic segmentation network based on SegNet combined with random walk for remote sensingJie Jiang, Chengjin Lyu, Siying Liu, Yongqiang He, Xuetao Hao · 2019 · International Journal of Remote Sensing
- Learning Deep Conditional Neural Network for Image SegmentationQiurui Wang, Chun Yuan, Yan Liu · 2019 · IEEE Transactions on Multimedia
- FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural NetworksRuochen Yin, Yong Jun Cheng, Huapeng Wu, Yuntao Song, Biao Yu, Runxin Niu · 2020 · IEEE Transactions on Intelligent Transportation Systems
- Dynamic attention network for semantic segmentationFei Wu, Feng Chen, Xiao‐Yuan Jing, Changhui Hu, Qi Ge, Yimu Ji · 2019 · Neurocomputing
- DMFNet: Deep Multi-Modal Fusion Network for RGB-D Indoor Scene SegmentationJianzhong Yuan, Wujie Zhou, Ting Luo · 2019 · IEEE Access
- Attention-guided chained context aggregation for semantic segmentationQuan Tang, Fagui Liu, Tong Zhang, Jun Jiang, Yu Zhang · 2021 · Image and Vision Computing
- Semantic image segmentation using fully convolutional neural networks with multi-scale images and multi-scale dilated convolutionsDuc My Vo, Sang-Woong Lee · 2018 · Multimedia Tools and Applications
- Semantic segmentation of multisensor remote sensing imagery with deep ConvNets and higher-order conditional random fieldsYansong Liu, Sankaranarayanan Piramanayagam, Sildomar T. Monteiro, Eli S. Saber · 2019 · Journal of Applied Remote Sensing
- M-UNet: Modified U-Net Segmentation Framework with Satellite ImageryAshish Soni, Radhakanta Koner, Vasanta Govind Kumar Villuri · 2020 · Advances in intelligent systems and computing
- Exploiting Operation Importance for Differentiable Neural Architecture SearchYuan Zhou, Xukai Xie, Sun‐Yuan Kung · 2021 · IEEE Transactions on Neural Networks and Learning Systems
- Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural NetworksHendrik Schilling, Dimitri Bulatov, Robin Niessner, Wolfgang Middelmann, Uwe Soergel · 2018 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Side-scan sonar images segmentation for AUV with recurrent residual convolutional neural network module and self-guidance moduleFei Yu, B. He, Kaige Li, Tian-Hong Yan, Yue Shen, Qi Wang, Meihan Wu · 2021 · Applied Ocean Research
- Combining the Best of Convolutional Layers and Recurrent Layers: A Hybrid Network for Semantic SegmentationZhicheng Yan, Hao Zhang, Yangqing Jia, Thomas Michael Breuel, Yizhou Yu · 2016 · arXiv (Cornell University)
- Toward Achieving Robust Low-Level and High-Level Scene ParsingBing Shuai, Henghui Ding, Ting Liu, Gang Wang, Xudong Jiang · 2018 · IEEE Transactions on Image Processing
- Semantic segmentation via highly fused convolutional network with multiple soft cost functionsTao Yang, Yan Xiang Wu, Junqiao Zhao, Linting Guan · 2018 · Cognitive Systems Research
- PCANet: Pyramid convolutional attention network for semantic segmentationHaiwei Sang, Qiuhao Zhou, Yong Jun Zhao · 2020 · Image and Vision Computing
- Visual Semantic Information Pursuit: A SurveyLiu, Daqi, Bober, Miroslaw, Kittler, Josef · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- EMCA: Efficient Multiscale Channel Attention ModuleEslam Mohamed Bakr, Ahmad El-Sallab, Mohsen Rashwan · 2022 · IEEE Access
- Cascade operation-enhanced high-resolution representation learning for meticulous segmentation of bridge cracksHong-Hu Chu, Weiwei Chen, Lu Deng · 2024 · Advanced Engineering Informatics
- RAPNet: Residual Atrous Pyramid Network for Importance-Aware Street Scene ParsingPingping Zhang, Wei Liu, Yinjie Lei, Hongyu Wang, Huchuan Lu · 2020 · IEEE Transactions on Image Processing
- Noise-Robust Pupil Center Detection Through CNN-Based Segmentation With Shape-Prior LossSang Yoon Han, Hyuk Jin Kwon, Yoonsik Kim, Nam Ik Cho · 2020 · IEEE Access
- Exploiting depth from single monocular images for object detection and semantic segmentationCao, Y, Shen, C, Heng Tao Shen · 2017 · UTS ePRESS (University of Technology Sydney)
- Semantic Segmentation With Multi Scale Spatial Attention For Self Driving CarsAbhinav Sagar, Rajkumar Soundrapandiyan · 2021 · IEEE International Conference on Computer Vision Workshops
- THIN: THrowable Information Networks and Application for Facial Expression Recognition in the WildEstèphe Arnaud, Arnaud Dapogny, Kévin Bailly · 2022 · IEEE Transactions on Affective Computing
- Meningioma Segmentation in T1-Weighted MRI Leveraging Global Context and Attention MechanismsDavid Bouget, André Pedersen, Sayied Abdol Mohieb Hosainey, Ole Skeidsvoll Solheim, Ingerid Reinertsen · 2021 · Frontiers in Radiology
- CMANet: Cross-Modality Attention Network for Indoor-Scene Semantic SegmentationLongze Zhu, Zhizhong Kang, Mei Zhou, Xi Chen Yang, Zhen Wang, Zhen Cao, Chenming Ye · 2022 · Sensors
- Image semantic segmentation based on FCN-CRF modelHao Zhou, Jun Zhang, Jun Wei Lei, Shuohao Li, Dan Tu · 2016 · International Conference on Image, Vision and Computing (ICIVC)
- Automatic Identification of Hard and Soft Bone Tissues by Analyzing Drilling SoundsVahid Zakeri, Antony J. Hodgson · 2018 · IEEE/ACM Transactions on Audio Speech and Language Processing
- Zig-Zag Network for Semantic Segmentation of RGB-D ImagesDi Lin, Hui Fei Huang · 2019 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Learning to Predict Context-Adaptive Convolution for Semantic SegmentationJianbo Liu, Junjun He, Yu Qiao, Jimmy Ren, Hongsheng Li · 2020 · Lecture notes in computer science
- Hierarchically Supervised Deconvolutional Network for Semantic Video SegmentationYuhang Wang, Jing Liu, Yong Li, Jun Fu, Min Gang Xu, Hanqing Lu · 2016 · Pattern Recognition
- Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing PredictionsRui Zhang, Sheng Tang, Min Lin, Jintao Li, Shuicheng Yan · 2017 · International Joint Conference on Artificial Intelligence
- Trans2Seg: Transparent Object Segmentation with TransformerEn-Ze Xie, Wenjia Wang, Wenhai Wang, Pei Sun, Hang Xu, Ding Liang, Ping Luo · 2021 · arXiv (Cornell University)
- Deep Feature Fusion with Integration of Residual Connection and Attention Model for Classification of VHR Remote Sensing ImagesJicheng Wang, Li Shen, Wenfan Qiao, Yanshuai Dai, Zhilin Li · 2019 · Remote Sensing
- Spatial Structure Preserving Feature Pyramid Network for Semantic Image SegmentationYuan Yuan, Jie Fang, Xiaoqiang Lu, Yachuang Feng · 2019 · ACM Transactions on Multimedia Computing Communications and Applications
- An End-to-End Oil-Spill Monitoring Method for Multisensory Satellite Images Based on Deep Semantic SegmentationYantong Chen, Yuyang Li, Junsheng Wang · 2020 · Sensors
- DPANet: Dual Pooling‐aggregated Attention Network for fish segmentationWenbo Zhang, Chaoyi Wu, Zhenshan Bao · 2021 · IET Computer Vision
- From Selective Deep Convolutional Features to Compact Binary Representations for Image RetrievalThanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Huu Le, Tam Nguyen, Ngai Man Cheung · 2019 · ACM Transactions on Multimedia Computing Communications and Applications
- Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsPatrick Knöbelreiter, Christian Sormann, Alexander Shekhovtsov, Friedrich Fraundorfer, Thomas Pock · 2020 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- Classifying crime places by neighborhood visual appearance and police geonarratives: a machine learning approachMd Amiruzzaman, Andrew Curtis, Ye Zhao, Suphanut Jamonnak, Xin-Yue Ye · 2021 · Journal of Computational Social Science
- SurfConv: Bridging 3D and 2D Convolution for RGBD ImagesHang Chu, Wei-Chiu Ma, Kaustav Kundu, Raquel Urtasun, Sanja Fidler · 2018 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- ThunderNet: A Turbo Unified Network for Real-Time Semantic SegmentationWei Xiang, Hongda Mao, Vassilis Athitsos · 2019 · IEEE Winter Conference on Applications of Computer Vision
- SegEQA: Video Segmentation Based Visual Attention for Embodied Question AnsweringHaonan Luo, Guosheng Lin, Zichuan Liu, Fayao Liu, Zhenmin Tang, Yazhou Yao · 2019 · IEEE/CVF International Conference on Computer Vision (ICCV)
- CGNet: cross-guidance network for semantic segmentationZhijie Zhang, Yanwei Pang · 2020 · Science China Information Sciences
- Training Convolutional Neural Networks to Score Pneumonia in Slaughtered PigsLorenzo Bonicelli, Abigail Rose Trachtman, Alfonso Rosamilia, Gaetano Liuzzo, Jasmine Hattab, Elena Mira Alcaraz, Ercole Del Negro, Stefano Vincenzi, Andrea Capobianco Dondona, Simone Calderara et al. · 2021 · Animals
- Historical Manuscript Production Date Estimation Using Deep Convolutional Neural NetworksFredrik Wahlberg, Tomas Wilkinson, Anders Brun · 2016 · International Conference on Frontiers in Handwriting Recognition
- Building Detail-Sensitive Semantic Segmentation Networks With Polynomial PoolingZhen Wei, Jingyi Zhang, Li Liu, Fan Zhu, Fumin Shen, Yi Zhou, Si Liu, Yao Sun, Ling Shao · 2019 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- High-order paired-ASPP for deep semantic segmentation networksXin Sun, Yu Zhang, Changrui Chen, Sihang Xie, Junyu Dong · 2023 · Information Sciences
- Deep binary codes for large scale image retrievalSong Wu, Ard Oerlemans, Erwin M. Bakker, Michael S. Lew · 2017 · Neurocomputing
- Multi Receptive Field Network for Semantic SegmentationJianlong Yuan, Zelu Deng, Shu Wang, Zhenbo Luo · 2020 · IEEE Winter Conference on Applications of Computer Vision
- RefineNet: Iterative refinement for accurate object localizationRajaram, Rakesh N., Ohn-Bar, Eshed, Trivedi, Mohan M. · 2016 · 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC)
- A Bi-Attention Adversarial Network for Prostate Cancer SegmentationGuokai Zhang, Weigang Wang, Dinghao Yang, Jihao Luo, Pengcheng He, Yongtong Wang, Ye Luo, Binghui Zhao, Jianwei Lu · 2019 · IEEE Access
- A survey on deep learning-based precise boundary recovery of semantic segmentation for images and point cloudsRui Zhang, Guangyun Li, Thomas A. Wunderlich, Li Wang · 2021 · International Journal of Applied Earth Observation and Geoinformation
- Multi-scale Pyramid Pooling Network for salient object detectionAbdelhafid Dakhia, Tiantian Wang, Huchuan Lu · 2018 · Neurocomputing
- Perspective-Adaptive Convolutions for Scene ParsingZhang, Rui, Tang, Sheng, Zhang, Yongdong, Li, Jintao, Yan, Shuicheng · 2020 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- CRFNet: A Deep Convolutional Network to Learn the Potentials of a CRF for the Semantic Segmentation of Remote Sensing ImagesMartina Pastorino, Gabriele Moser, Sebastiano Bruno Serpico, Josiane B. Zerubia · 2024 · IEEE Transactions on Geoscience and Remote Sensing
- MoE-SPNet: A mixture-of-experts scene parsing networkHuan Fu, Mingming Gong, Chaohui Wang, Dacheng Tao · 2018 · Pattern Recognition
- FC-RCCN: Fully convolutional residual continuous CRF network for semantic segmentationLei Zhou, Xiangyong Kong, Chen Gong, Fan Zhang, Xiaoguo Zhang · 2018 · Pattern Recognition Letters
- Dynamic Face Video Segmentation via Reinforcement LearningYujiang Wang, Mingzhi Dong, Jie Shen, Yang Wu, Shiyang Cheng, Maja Pantić · 2020 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- RAFNet: RGB-D attention feature fusion network for indoor semantic segmentationXingchao Yan, Sujuan Hou, Awudu Karim, Weikuan Jia · 2021 · Displays
- Point attention network for point cloud semantic segmentationDayong Ren, Zhengyi Wu, Jiawei Li, Piaopiao Yu, Jie Jassic Guo, Mingqiang Wei, Yanwen Guo · 2022 · Science China Information Sciences
- End-Face Localization and Segmentation of Steel Bar Based on Convolution Neural NetworkYongjian Zhu, Chuliu Tang, Hao Liu, Pengchi Huang · 2020 · IEEE Access
- Robust Adversarial Learning For Semi-Supervised Semantic SegmentationJia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma · 2020 · Proceedings - International Conference on Image Processing
- Multi-modal land cover mapping of remote sensing images using pyramid attention and gated fusion networksQinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg · 2022 · International Journal of Remote Sensing
- Features to Text: A Comprehensive Survey of Deep Learning on Semantic Segmentation and Image CaptioningAriyo Oluwasanmi, Muhammad Umar Aftab, Zhiguang Qin, Ngo Tung Son, Thang Van Doan, Son Ba Nguyen, Son Hoang Nguyen, Giang Nguyen · 2021 · Complexity
- Overtaking Mechanisms Based on Augmented Intelligence for Autonomous Driving: Data Sets, Methods, and ChallengesVinay Chamola, Amit Chougule, Aishwarya Sam, Amir Hussain, Fei Richard Yu · 2024 · IEEE Internet of Things Journal
- SPaSe - Multi-Label Page Segmentation for Presentation SlidesMonica Haurilet, Ziad Al-Halah, Rainer Stiefelhagen · 2019 · IEEE Winter Conference on Applications of Computer Vision
- Stable self-attention adversarial learning for semi-supervised semantic image segmentationJiafan Zhang, Zhixin Li, Canlong Zhang, Huifang Ma · 2021 · Journal of Visual Communication and Image Representation
- Value of Temporal Dynamics Information in Driving Scene SegmentationLi Ding, Jack Terwilliger, Rini Sherony, Bryan Reimer, Lex Fridman · 2021 · IEEE Transactions on Intelligent Vehicles
- LeafMask: Towards Greater Accuracy on Leaf SegmentationRuohao Guo, Liao Qu, Dantong Niu, Zhenbo Li, Jun Yue · 2021 · IEEE International Conference on Computer Vision Workshops
- Dynamic dense CRF inference for video segmentation and semantic SLAMMingyu You, Chaoxian Luo, Hongjun Zhou, Shaoqing Zhu · 2022 · Pattern Recognition
- DRNet: Double Recalibration Network for Few-Shot Semantic SegmentationGuangyu Gao, Zhiyuan Fang, Cen Han, Yunchao Wei, Chi Harold Liu, Shuicheng Yan · 2022 · IEEE Transactions on Image Processing
- Scene parsing using inference Embedded Deep NetworksShuhui Bu, Pengcheng Han, Zhenbao Liu, Junwei Han · 2016 · Pattern Recognition
- Scene Understanding Using Deep LearningFarzad Husain, Babette K. Dellen, Carme Torras A · 2017 · Elsevier eBooks
- Joint Task-Recursive Learning for RGB-D Scene UnderstandingZhenyu Zhang, Zhen Cui, Chunyan Xu, Zequn Jie, Xiang Li, Jian Jun Yang · 2019 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Deep Multiphase Level Set for Scene ParsingPingping Zhang, Wei Liu, Yinjie Lei, Hongyu Wang, Huchuan Lu · 2020 · IEEE Transactions on Image Processing
- Classification of hyperspectral imagery using spectrally partitioned HyperUnetArati Paul, Sanghamita Bhoumik · 2021 · Neural Computing and Applications
- Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale Patch-Based Multi-label ClassifierPrantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras · 2024 · Lecture notes in computer science
- Semantic Segmentation with Object Clique PotentialXiaojuan Qi, Jianping Shi, Shu Liu, Renjie Liao, Jiaya Jia · 2015 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Discriminative Training of Deep Fully Connected Continuous CRFs With Task-Specific LossFayao Liu, Guosheng Lin, Chunhua Shen · 2017 · IEEE Transactions on Image Processing
- Learning to Segment Human by Watching YouTubeXiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan · 2016 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Structured Binary Neural Networks for Image RecognitionBohan Zhuang, Chunhua Shen, Mingkui Tan, Peng Chen, Lingqiao Liu, Ian D. Reid · 2022 · International Journal of Computer Vision
- Mixed spatial pyramid pooling for semantic segmentationZhengyu Xia, Joohee Kim · 2020 · Applied Soft Computing
- Attention-Guided Network with Densely Connected Convolution for Skin Lesion SegmentationShengxin Tao, Yun Jiang, Simin Cao, Chao Wu, Zeqi Ma · 2021 · Sensors
- Fish Segmentation in Sonar Images by Mask R-CNN on Feature Maps of Conditional Random FieldsChin-Chun Chang, Yen‐Po Wang, Shyi‐Chyi Cheng · 2021 · Sensors
- Instance-wise Occlusion and Depth Orders in Natural ScenesHyun-Min Lee, Jaesik Park · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
- MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic SegmentationZhenchao Jin, Dongdong Yu, Zehuan Yuan, Lequan Yu · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
- Semantic image segmentation via guidance of image classificationFalong Shen, Gang Zeng · 2018 · Neurocomputing
- Multiclass Segmentation Using Teeth Attention Modules for Dental X-Ray ImagesAfnan Ghafoor, Seong‐Yong Moon, Bumshik Lee · 2023 · IEEE Access