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)
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- SCENE SEMANTIC SEGMENTATION FROM INDOOR RGB-D IMAGES USING ENCODE-DECODER FULLY CONVOLUTIONAL NETWORKSZhenhua Wang, T. Li, Lin Pan, Zhizhong Kang · 2017 · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
- Learnable contextual regularization for semantic segmentation of indoor scene imagesJun Chu, Xu Xiao, Gaofeng Meng, Lingfeng Wang, Chunhong Pan · 2017 · Proceedings - International Conference on Image Processing
- Context Propagation from Proposals for Semantic Video Object SegmentationTinghuai Wang · 2018 · Proceedings - International Conference on Image Processing
- DBRS2: dense boundary regression for semantic segmentationJinfu Yang, Jingling Zhang, Mingai Li, Meijie Wang · 2018 · Journal of Electronic Imaging
- Dense In Dense: Training Segmentation from ScratchTao Hu · 2019 · Lecture notes in computer science
- Parametric Majorization for Data-Driven Energy Minimization MethodsJonas Geiping, Michael Moeller · 2019 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Multi-scale Spatial-Temporal Attention for Action RecognitionQing Zhang, Hongping Yan, Lingfeng Wang · 2019 · Lecture notes in computer science
- Dynamic Facial Feature Learning by Deep Evolutionary Neural NetworksRuicong Zhi, Caixia Zhou, Tingting Li · 2019 · Communications in computer and information science
- Image Semantic Segmentation based on E-Net with Different Patch-Size ConvolutionHarshida Dudhat, Bijal Jigar Talati, Arpit M Rana, Parul Bakaraniya · 2020 · International Conference on Intelligent Computing and Control Systems (ICICCS)
- Duplex Restricted Network With Guided Upsampling for the Semantic Segmentation of Remotely Sensed ImagesXiaoyu Wang, Longxue Liang, Haowen Yan, Xiaosuo Wu, Wanzhen Lu, Jiali Cai · 2021 · IEEE Access
- Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and BeyondD. Khuê Lê-Huu, Karteek Alahari · 2021 · HAL
- Mining confident supervision by prototypes discovering and annotation selection for weakly supervised semantic segmentationLei Zhou, Huagui Chen, Yufeng Wei, Xiaoxiao Li · 2022 · Neurocomputing
- PPNet : pooling position attention network for semantic segmentationHaixia Xu, Wei Wang, Shuailong Wang, Wei Zhou, Qi Chen, Wei Peng · 2023 · Multimedia Tools and Applications
- Depth-based adaptable image layer prediction using bidirectional depth semantic fusionJie Lin, Zongwen Fan, Lipai Huang, Kaifeng Huang · 2024 · The Visual Computer
- KIL: Knowledge Interactiveness Learning for Joint Depth Estimation and Semantic SegmentationLing Zhou, Chunyan Xu, Zhen Cui, Jian Jun Yang · 2020 · Lecture notes in computer science
- Robust Semi-Supervised Semantic Segmentation Based on Self-Attention and Spectral NormalizationJia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma · 2020 · International Joint Conference on Neural Networks (IJCNN)
- Fast and Differentiable Message Passing on Pairwise Markov Random FieldsZhiwei Xu, Thalaiyasingam Ajanthan, Richard I. Hartley · 2021 · Lecture notes in computer science
- Guided Dual Network Based Transfer with an Embedded Loss for Lane Detection in Nighttime SceneHongbin Zhang, Jin Xie, Jianjun Qian, Jian Jun Yang · 2020 · IEEE International Conference on Computer and Communications (ICCC)
- Multi-label Pixelwise Classification for Reconstruction of Large-scale Urban AreasYuanlie He, Sudhir P. Mudur, Charalambos Poullis · 2017 · arXiv (Cornell University)
- Instance-Level Salient Object SegmentationGuanbin Li, Yuan Xie, Liang Lin, Yizhou Yu · 2017 · arXiv (Cornell University)
- High-Order Paired-ASPP Networks for Semantic SegmenationYu Zhang, Xin Sun, Junyu Dong, Changrui Chen, Yue Shen · 2020 · arXiv (Cornell University)
- Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image SegmentationGabriel Leivas Oliveira, Senthil Kumar Yogamani, Wolfram Burgard, Thomas Brox · 2020 · arXiv (Cornell University)
- Multi-layer Feature Aggregation for Deep Scene Parsing ModelsLitao Yu, Yongsheng Gao, Jun Zhou, Jian Zhang, Qiang Wu · 2020 · arXiv (Cornell University)
- Crowd Counting and Density Estimation using Deep Network-A Comprehensive SurveyMuhammad Jawad Babar, Mujtaba Husnain, Malik Muhammad Saad Missen, Ali Samad, Muhammad Nasir, Abdul Karim Nawaz Khan · 2023
- Crowd Counting and Density Estimation using Deep Network-A Comprehensive SurveyMuhammad Jawad Babar, Mujtaba Husnain, Malik Muhammad Saad Missen, Ali Samad, Muhammad Nasir, Abdul Karim Nawaz Khan · 2023
- Recurrent attention convolutional neural network optimise track foreign body detectionWang Linfeng, Wan Heng, Xuliang Tang, Xiao Dan, Jiayao Liu · 2022 · IET Communications
- Efficient Refined UNets: Efficient segmentation networks for boundary-aware cloud and shadow detectionLibin Jiao, Lianzhi Huo, Changmiao Hu, Ping Tak Peter Tang, Zheng Zhang · 2025 · Expert Systems with Applications
- CSA − HRNet: Channel and Spatial Attention High-Resolution Networks for Semantic SegmentationJinseong Kim, Sung-Wook Park, Hyun‐Sung Yang, Chun-Bo Sim, Se-Hoon Jung · 2025 · Journal of Signal Processing Systems
- A Unified Deep Architecture for Segmentation in Remote Sensing ImagesNagamani Gonthina, L V Narasimha Prasad · 2025 · Applied Computational Intelligence and Soft Computing
- An interactive gated-attention network with dual streams for semantic understanding of Martian surface imagesShan Lin, Quanke Hu, Hongwei Guo, Miao Dong, Xitailang Cao, Hong Zheng · 2026 · Acta Astronautica
- Deeper and wider fully convolutional network coupled with conditional random fields for scene labelingKien Nguyen, Clinton Fookes, Sridha Sridharan · 2016 · Proceedings - International Conference on Image Processing
- Improving the discrimination between foreground and background for semantic segmentationYu Liu, Michael S. Lew · 2017 · Proceedings - International Conference on Image Processing
- A Shared Encoder DNN for Integrated Recognition and Segmentation of Traffic ScenesMalte Oeljeklaus, Frank Hoffmann B, Torsten Bertram · 2017 · Studies in computational intelligence
- Semantic segmentation of objects from airborne imageryNguyễn Thị Thanh Thủy, Dinh Viet Sang, Nguyễn Tiến Quang, Huỳnh Thị Thanh Bình · 2017 · Asian Conference on Defence Technology
- Semantic Segmentation Using Fully Convolutional Networks and Random Walk with Prediction PriorXiaoyu Lei, Yao Lu, Tingxi Liu, Xiaoxue Shi · 2018 · Lecture notes in computer science
- Deep CRF-Graph Learning for Semantic Image SegmentationFuguang Ding, Zhenhua Wang, Dongyan Guo, Shengyong Chen, Jianhua Zhang, Zhanpeng Shao · 2018 · Lecture notes in computer science
- Semantic Segmentation of Aerial Image Using Fully Convolutional NetworkJunli Yang, Yiran Jiang, Han Fang, Zhiguo Jiang, Haopeng Zhang, Shuang Hao · 2018 · Communications in computer and information science
- A novel framework for semantic segmentation with generative adversarial networkXinming Zhang, Xiaobin Zhu, Naiguang Zhang, Haisheng Li, Qiang Cai, Lei Wang · 2018 · International Conference on Internet Multimedia Computing and Service
- Image Segmentation Based on Semantic Knowledge and Hierarchical Conditional Random FieldsCao Qin, Yunzhou Zhang, Meiyu Hu, Hao Chu, Lei Wang · 2018 · Lecture notes in computer science
- Non-parametric Contextual Relationship Learning for Semantic Video Object SegmentationTinghuai Wang, Huiling Wang · 2019 · Lecture notes in computer science
- Image Semantic Segmentation Based on the GAN Auxiliary NetworkJinshuo Zhang, Zhicheng Wang, Songyan Zhang, Gang Wei, Zhiqiang Xiong, Meng Yang · 2021 · IEEE International Conference on Progress in Informatics and Computing
- An active contour model based on adaptively variable exponent combining Legendre polynomial for image segmentationJia-Jie Zhu, Bin Fang, Mingliang Zhou, Futing Luo, Weizhi Xian, Gang Wang · 2022 · Multimedia Tools and Applications
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- Deep Network Architectures for Object Detection and Tracking: A ReviewChinthakindi Kiran Kumar, Gaurav Sethi, Kirti Rawal · 2023 · Smart innovation, systems and technologies
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- TCNet: tensor and covariance attention network for semantic segmentationHaixia Xu, Yanbang Liu, Wei Wang, Wei Zhou, Fanxun Ding, Feng Shan Han, Wei Peng · 2024 · Soft Computing
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- YOLO for High Resolution Images without RetrainingDaisuke Minami, Kiyoshi Nishikawa · 2024 · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
- Deep conditional neural network for image segmentationQiurui Wang, Chun Yuan, Yan Liu · 2016 · IEEE International Conference on Multimedia and Expo (ICME)
- Structural inference embedded adversarial networks for scene parsingZeYu Wang, Yanxia Wu, Shuhui Bu, Pengcheng Han, Guoyin Zhang · 2018 · PLoS ONE
- Improved RGBD semantic segmentation using multi-scale featuresXiaoning Gao, Meng Cai, Jianxun Li · 2018 · Chinese Control and Decision Conference (CCDC)
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- Scene-Based Priors for Bayesian Semantic Image SegmentationChristopher Menart, James W. Davis, Muhammad N. Akbar, Roman Ilin · 2019 · International Journal of Smart Security Technologies
- VRT-Net: Real-Time Scene Parsing via Variable Resolution TransformJogendra Nath Kundu, Gaurav Singh Rajput, R. Venkatesh Babu · 2020 · IEEE Winter Conference on Applications of Computer Vision
- Adaptive Feature Enhancement Network for Semantic SegmentationKuntao Cao, Xi Huang, Jie Shao · 2020 · Communications in computer and information science
- Using Features Specifically: An Efficient Network for Scene Segmentation Based on Dedicated Attention MechanismsZhiqiang Xiong, Zhicheng Wang, Jie Li, Zhaohui Yu, Xi Gu · 2020 · IEEE Access
- Multi-module Spatial Semantic Network for Semantic SegmentationLihua Wei, Yingdong Ma · 2020 · International Conference on Informatics, Electronics & Vision (ICIEV)
- Deep Semantic Segmentation for Self-driving CarsAbhilash Sachin Kulkarni, Jyothi S. Nayak, Aditi Desai, Jahnavi Singh, Murali Shraddha · 2021 · Lecture notes in electrical engineering
- Fast scene labeling via structural inferenceHuaidong Zhang, Chu Han, Xiaodan Zhang, Yong Du, Xuemiao Xu, Guoqiang Han, Jing Qin, Shengfeng He · 2021 · Neurocomputing
- Operational aspects of deep learning solutions for Alzheimer’s diseaseSamuel L. Warren, Ahmed A. Moustafa, Dustin Terence van der Haar · 2021 · Elsevier eBooks
- An End-to-End Mutual Enhancement Network Toward Image Compression and Semantic SegmentationJunru Chen, Chao Yao, Meiqin Liu, Yao Zhao · 2021 · Lecture notes in computer science
- MixedGAN: Facilitating GAN for Domain Adaptation Learning based on Mixing Different Domain Images for Semantic SegmentationYuehua Song, WonSook Lee · 2022 · IEEE International Conference on Semantic Computing (ICSC)
- Attention‐based multi‐scale feature fusion for free‐space detectionPengfei Song, Hui Fan, Jinjiang Li, Feng Hua · 2022 · IET Intelligent Transport Systems
- Accurate Crowd Counting using Merged DatasetsAbeer Mohammed Alshehri, Reem Alotaibi, Bandar Ahmed Alzahrani, Areej Matoog Alhothali, Ahmed Hasan Alhindi, Manal Allahyani · 2022 · International Conference on Machine Learning Technologies (ICMLT)
- Learning CRF potentials through fully convolutional networks for satellite image semantic segmentationMartina Pastorino, Gabriele Moser, Sebastiano Bruno Serpico, Josiane B. Zerubia · 2023 · International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)
- Brain Tumor Diagnosis Using Triplanar Multi - Layer Morphological Convolution Neural NetworkPriyanka Datta, Rajesh Rohilla · 2023 · International Conference on Power Energy, Environment and Intelligent Control (PEEIC)
- Deep Learning zur Schätzung absorbierter Strahlungsdosis für die nuklearmedizinische DiagnostikLuciano Melodia · 2019
- Diagnostics in Semantic SegmentationVladimir Nekrasov, Chunhua Shen, Ian D. Reid · 2018 · arXiv (Cornell University)
- Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and BackMartin Simonovsky · 2019 · arXiv (Cornell University)
- Location-aware Upsampling for Semantic SegmentationXiangyu He, Zitao Mo, Qiang Chen, Anda Cheng, Peisong Wang, Jian Cheng · 2019 · arXiv (Cornell University)
- Debris, rubble piles and façade damage detection using multi-resolution optical remote sensing imageryDiogo Duarte · 2019
- A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object DetectionJianbo Liu, Sijie Ren, Yuanjie Zheng, Xiaogang Wang, Hongsheng Li · 2020 · arXiv (Cornell University)
- Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningSixing Yin, Yameng Han, Judong Pan, YIning Wang, Shufang Li, F. Richard Yu · 2021
- Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningSixing Yin, Yameng Han, Judong Pan, YIning Wang, Shufang Li, F. Richard Yu · 2021
- A semantic segmentation network based on multi-branch structures and multi-scale modulesJiangxin Hui, Hong Zhang · 2022 · Research Square
- Dataset and Performance Metrics towards Semantic SegmentationRajalakshmi TS, R. Senthilnathan · 2023 · SSRN Electronic Journal
- Visual Relationship Detection with Low Rank Non-Negative Tensor DecompositionMohammed Haroon Dupty, Zhen Zhang, Wee Sun Lee · 2020 · Proceedings of the AAAI Conference on Artificial Intelligence
- Variational reaction-diffusion systems for semantic segmentationPaul Vernaza · 2016 · arXiv (Cornell University)
- Image semantic segmentation optimization by Conditional Random Field integrated with object clique potentialJingwei Li, Hua Yang, Lin Chen, Cheng Zhi · 2017 · IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
- Edge Enhanced Traffic Scene Segmentation Algorithm with Deep Neural NetworkWei Liu, Huan Tian, Jun Hu, Shuai Cheng, Huai Yuan · 2017 · SAE technical papers on CD-ROM/SAE technical paper series
- Three-Skips CNN for road scene semantic segmentationJing Tang, Xin Wang · 2017 · IEEE International Conference on Information and Automation (ICIA)
- Improved deep learning techniques for recognition and labelingAbrar Hamzeh Saad Abdul Nabi · 2017
- Structured learning and detailed interpretation of minimal object imagesGuy Ben-Yosef, Liav Assif, Shimon Ullman · 2017 · arXiv (Cornell University)
- Complex Relations in a Deep Structured Prediction Model for Fine Image SegmentationCristina Mata, Guy Ben-Yosef, Boris Katz · 2018 · arXiv (Cornell University)
- View Decomposition and Adversarial for Semantic SegmentationHe Guan, Zhaoxiang Zhang · 2018 · Lecture notes in computer science
- The Research of Image Semantic Analysis Technology and Application Based on Knowledge Graph莉琼 邓 · 2018 · Computer Science and Application
- Exploiting visual context and consistency for semantic segmentationKang Dang · 2018
- The Effect of Scene Context on Weakly Supervised Semantic SegmentationMohammad Kamalzare, Reza Kahani, Alireza Talebpour, Ahmad Mahmoudi-Aznaveh · 2020 · Iranian Conference on Machine Vision and Image Processing
- Image Semantic Analysis and Application Based on Knowledge GraphLiqiong Deng, Guixin Zhang, Yuan Ren · 2018 · International Congress on Image and Signal Processing (CISP)
- DNS: A multi-scale deconvolution semantic segmentation network for joint detection and segmentationNing Feng, Le Dong, Qianni Zhang, Ning Zhang, Xi Wu, Jianwen Chen · 2019 · MATEC Web of Conferences
- DEEP LEARNING METHODS FOR AUTOMATIC BUILDING THREE-DIMENSIONAL MODELS FOR AERIAL IMAGESГорбацевич Владимир Сергеевич, Vladimir Alexandrovich Knyaz, М.А. Мельниченко, Dmitry G. Stepanyants · 2019 · Vestnik komp iuternykh i informatsionnykh tekhnologii
- Discriminative Features Reconstruction Network for Semantic SegmentationQiuhao Zhou, Yanbo Ma, Haihua Lu, Xuesong Chen, Yong Hui Zhao · 2019 · IEEE International Conference on Acoustics Speech and Signal Processing
- Learning to segment with image-level supervisionGaurav Pandey, Ambedkar Dukkipati · 2017 · arXiv (Cornell University)
- EAGERJianzhong He, Xiaobin Liu, Shiliang Steven Zhang · 2019 · International Conference on Multimedia Retrieval
- Pyramidal region context module for semantic segmentationTingting Liang, Qijie Zhao, Zhuoying Wang, Kaiyu Shan, Huan Zhang, Yongtao Wang, Zhi Tang · 2019 · ACM Turing Celebration Conference - China (ACM TURC)
- Sequential image processing methods for improving semantic video segmentation algorithmsBeril Sırmaçek, Nicolò Botteghi, Santiago Sanchez-Escalonilla · 2019 · arXiv (Cornell University)
- Excavating effective information in different stage of backbone to improve semantic segmentation resultsHuihui Han, Lei Fan · 2019 · Journal of Physics Conference Series
- Learning Propagation for Arbitrarily-Structured DataSifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz · 2019 · IEEE/CVF International Conference on Computer Vision (ICCV)
- End-to-end Training of CNN-CRF via Differentiable Dual-DecompositionWang, Shaofei, Vishnu Suresh Lokhande, Maneesh Singh, Konrad Paul Kording, Julian Yarkony · 2019 · arXiv (Cornell University)