DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

2 June 2016

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

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Title
Delving into Dark Regions for Robust Shadow Detection Huankang Guan Ke Xu Rynson W. H. Lau 54 1 0 21 Feb 2024
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model Claudia Cuttano A. Tavera Fabio Cermelli Giuseppe Averta Barbara Caputo 36 0 0 20 Feb 2024
Object-level Geometric Structure Preserving for Natural Image Stitching Wenxiao Cai Wankou Yang 37 4 0 20 Feb 2024
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM Debayan Bhattacharya Konrad Reuter F. Behrendt Lennart Maack S. Grube Alexander Schlaefer 35 2 0 18 Feb 2024
Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies Yifei Chen Chenyan Zhang Yifan Ke Yiyu Huang Xuezhou Dai Feiwei Qin Yongquan Zhang Xiaodong Zhang Changmiao Wang 23 3 0 17 Feb 2024
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips Man Yao Jiakui Hu Tianxiang Hu Yifan Xu Zhaokun Zhou Yonghong Tian Boxing Xu Guoqi Li 37 60 0 15 Feb 2024
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Omid Nejati Manzari Javad Mirzapour Kaleybar Hooman Saadat Shahin Maleki ViT MedIm 20 7 0 13 Feb 2024
Enhancing Robustness of Indoor Robotic Navigation with Free-Space Segmentation Models Against Adversarial Attacks Qiyuan An Christos Sevastopoulos F. Makedon 28 1 0 13 Feb 2024
Glass Segmentation with Multi Scales and Primary Prediction Guiding Zhiyu Xu Qingliang Chen 23 1 0 13 Feb 2024
Object Detection in Thermal Images Using Deep Learning for Unmanned Aerial Vehicles Minh Dang Tu Kieu Trang Le Manh Duong Phung ViT 34 1 0 13 Feb 2024
Hybridnet for depth estimation and semantic segmentation Dalila Sánchez-Escobedo Xiao Lin J. Casas M. Pardàs SSeg MDE 34 8 0 09 Feb 2024
TETRIS: Towards Exploring the Robustness of Interactive Segmentation Andrey Moskalenko V. Shakhuro Anna Vorontsova Anton Konushin Anton Antonov Alexander Krapukhin Denis Shepelev Konstantin Soshin AAML 36 2 0 09 Feb 2024
Early Fusion of Features for Semantic Segmentation Anupam Gupta Ashok Krishnamurthy Lisa Singh SSeg 20 0 0 08 Feb 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying Zang Chenglong Fu Runlong Cao Didi Zhu Min Zhang Wenjun Hu Lanyun Zhu Tianrun Chen 32 6 0 08 Feb 2024
On the Effect of Image Resolution on Semantic Segmentation Ritambhara Singh Abhishek Jain Pietro Perona Shivani Agarwal Junfeng Yang SSeg 21 1 0 08 Feb 2024
Multi-Scale Semantic Segmentation with Modified MBConv Blocks Xi Chen Yang Cai Yuan Wu Bo Xiong Taesung Park SSeg 33 0 0 07 Feb 2024
Energy-based Domain-Adaptive Segmentation with Depth Guidance Jinjin Zhu Zhedong Hu Tae-Kyun Kim Lin Wang MDE 30 2 0 06 Feb 2024
Generalizable Entity Grounding via Assistance of Large Language Model Lu Qi Yi-Wen Chen Lehan Yang Tiancheng Shen Xiangtai Li Weidong Guo Yu-Syuan Xu Ming-Hsuan Yang VLM 69 9 0 04 Feb 2024
Deep Spectral Improvement for Unsupervised Image Instance Segmentation Farnoosh Arefi Amir M. Mansourian S. Kasaei ISeg 33 1 0 04 Feb 2024
Exploiting Low-level Representations for Ultra-Fast Road Segmentation Huan Zhou Feng Xue Yucong Li Shi Gong Yiqun Li Yu Zhou AI4TS SSeg 29 3 0 04 Feb 2024
Hybrid-Prediction Integrated Planning for Autonomous Driving Haochen Liu Zhiyu Huang Wenhui Huang Haohan Yang Xiaoyu Mo Chen Lv 36 6 0 04 Feb 2024
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation Network Yanhua Zhang Ke Zhang Jingyu Wang Yulin Wu Wuwei Wang 30 0 0 03 Feb 2024
Evaluating the Robustness of Off-Road Autonomous Driving Segmentation against Adversarial Attacks: A Dataset-Centric analysis Pankaj Deoli Rohit Kumar A. Vierling Karsten Berns 85 3 0 03 Feb 2024
Scale Equalization for Multi-Level Feature Fusion Bum Jun Kim Sang Woo Kim 16 1 0 02 Feb 2024
We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Simar Kareer Vivek Vijaykumar Harsh Maheshwari Prithvijit Chattopadhyay Judy Hoffman Viraj Prabhu 36 2 0 01 Feb 2024
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong Zhiqiang Tang Tong He Haoyang Fang Chun Yuan 51 43 0 31 Jan 2024
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition Xu Hu Yuxi Wang Lue Fan Junsong Fan Junran Peng Zhen Lei Qing Li Zhaoxiang Zhang Zhaoxiang Zhang 3DGS 42 8 0 31 Jan 2024
Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes Diandian Guo Deng-Ping Fan Tongyu Lu Daniel Gehrig Luc Van Gool VOS 21 2 0 27 Jan 2024
SSR: SAM is a Strong Regularizer for domain adaptive semantic segmentation Yanqi Ge Ye Huang Wen Li Lixin Duan 35 0 0 26 Jan 2024
LDCA: Local Descriptors with Contextual Augmentation for Few-Shot Learning Maofa Wang Bingchen Yan 36 0 0 24 Jan 2024
Unlocking the Potential: Multi-task Deep Learning for Spaceborne Quantitative Monitoring of Fugitive Methane Plumes Guoxin Si Shiliang Fu Wei Yao 23 0 0 23 Jan 2024
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities Boyuan Chen Zhuo Xu Sean Kirmani Brian Ichter Danny Driess Pete Florence Dorsa Sadigh Leonidas J. Guibas Fei Xia LRM ReLM 52 211 0 22 Jan 2024
Robustness to distribution shifts of compressed networks for edge devices Lulan Shen Ali Edalati Brett H. Meyer Warren Gross James J. Clark 33 0 0 22 Jan 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 28 0 0 22 Jan 2024
Collaborative Position Reasoning Network for Referring Image Segmentation Jianjian Cao Beiya Dai Yulin Li Xiameng Qin Jingdong Wang 33 0 0 22 Jan 2024
SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation Xinqiao Zhao Feilong Tang Xiaoyang Wang Jimin Xiao 37 17 0 22 Jan 2024
Edge-Enabled Real-time Railway Track Segmentation Chenglin Chen Wang Fei Yang Min Qin Yong Bai Yun 29 1 0 21 Jan 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Xing-Rui Huang Zechao Li Liqiang Nie Jinhui Tang 32 15 0 20 Jan 2024
Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation Songhe Deng Wei Zhuo Jinheng Xie Linlin Shen VLM 15 6 0 18 Jan 2024
Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention Li Guo Haoming Liu Yuxuan Xia Chengyu Zhang Xiaochen Lu 28 0 0 18 Jan 2024
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances Konrad Heidler Ingmar Nitze Guido Grosse Xiao Xiang Zhu 32 3 0 17 Jan 2024
Importance-Aware Image Segmentation-based Semantic Communication for Autonomous Driving Jie Lv Haonan Tong Qiang Pan Zhilong Zhang Xinxin He Tao Luo Changchuan Yin 25 5 0 16 Jan 2024
End-to-End Optimized Image Compression with the Frequency-Oriented Transform Yuefeng Zhang Kai Lin 26 2 0 16 Jan 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities Xu Yan Haiming Zhang Yingjie Cai Jingming Guo Weichao Qiu ... Lihui Jiang Wei Zhang Hongbo Zhang Dengxin Dai Bingbing Liu 59 17 0 16 Jan 2024
Semantic Scene Segmentation for Robotics Juana Valeria Hurtado Abhinav Valada VLM SSeg 44 27 0 15 Jan 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention Xin Yang Wending Yan Yuan. Yuan Michael Bi Mi Robby T. Tan CLL 37 4 0 15 Jan 2024
UniVision: A Unified Framework for Vision-Centric 3D Perception Yu Hong Qian Liu Huayuan Cheng Danjiao Ma Hang Dai Yu Wang Guangzhi Cao Yong Ding 47 7 0 13 Jan 2024
Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet S. Pandey Satyasaran Changdar Mathias Perslev Erik Dam 28 1 0 12 Jan 2024
Learning to Prompt Segment Anything Models Jiaxing Huang Kai Jiang Jingyi Zhang Han Qiu Lewei Lu Shijian Lu Eric Xing VLM LRM 51 7 0 09 Jan 2024
Multi-scale attention-based instance segmentation for measuring crystals with large size variation Theresa Neubauer Astrid Berg M. Wimmer Dimitrios Lenis David Major ... Gaia Romana De Paolis Johannes Novotny Daniel Lüftner Katja Reinharter Katja Bühler 29 2 0 08 Jan 2024