Multiscale Attention-Based Prototypical Network for Few-Shot Semantic Segmentation
Yifei Zhang,
Desire Sidibe,
Olivier Morel,
Fabrice Meriaudeau
![Responsive image](/icpr/media/video_thumbnails/11765.jpg)
Auto-TLDR; Few-shot Semantic Segmentation with Multiscale Feature Attention
Similar papers
Incorporating Depth Information into Few-Shot Semantic Segmentation
Yifei Zhang, Desire Sidibe, Olivier Morel, Fabrice Meriaudeau
![Responsive image](/icpr/media/video_thumbnails/11285.jpg)
Auto-TLDR; RDNet: A Deep Neural Network for Few-shot Segmentation Using Depth Information
Abstract Slides Poster Similar
Multi-Direction Convolution for Semantic Segmentation
Dehui Li, Zhiguo Cao, Ke Xian, Xinyuan Qi, Chao Zhang, Hao Lu
![Responsive image](/icpr/media/video_thumbnails/10897.jpg)
Auto-TLDR; Multi-Direction Convolution for Contextual Segmentation
Boundary-Aware Graph Convolution for Semantic Segmentation
Hanzhe Hu, Jinshi Cui, Jinshi Hongbin Zha
![Responsive image](/icpr/media/video_thumbnails/11065.jpg)
Auto-TLDR; Boundary-Aware Graph Convolution for Semantic Segmentation
Abstract Slides Poster Similar
Global-Local Attention Network for Semantic Segmentation in Aerial Images
Minglong Li, Lianlei Shan, Weiqiang Wang
![Responsive image](/icpr/media/video_thumbnails/11555.jpg)
Auto-TLDR; GLANet: Global-Local Attention Network for Semantic Segmentation
Abstract Slides Poster Similar
Enhanced Feature Pyramid Network for Semantic Segmentation
Mucong Ye, Ouyang Jinpeng, Ge Chen, Jing Zhang, Xiaogang Yu
![Responsive image](/icpr/media/video_thumbnails/11238.jpg)
Auto-TLDR; EFPN: Enhanced Feature Pyramid Network for Semantic Segmentation
Abstract Slides Poster Similar
Semantic Segmentation Refinement Using Entropy and Boundary-guided Monte Carlo Sampling and Directed Regional Search
Zitang Sun, Sei-Ichiro Kamata, Ruojing Wang, Weili Chen
![Responsive image](/icpr/media/video_thumbnails/11329.jpg)
Auto-TLDR; Directed Region Search and Refinement for Semantic Segmentation
Abstract Slides Poster Similar
TAAN: Task-Aware Attention Network for Few-Shot Classification
![Responsive image](/icpr/media/video_thumbnails/11982.jpg)
Auto-TLDR; TAAN: Task-Aware Attention Network for Few-Shot Classification
Abstract Slides Poster Similar
Fast and Accurate Real-Time Semantic Segmentation with Dilated Asymmetric Convolutions
Leonel Rosas-Arias, Gibran Benitez-Garcia, Jose Portillo-Portillo, Gabriel Sanchez-Perez, Keiji Yanai
![Responsive image](/icpr/media/video_thumbnails/11119.jpg)
Auto-TLDR; FASSD-Net: Dilated Asymmetric Pyramidal Fusion for Real-Time Semantic Segmentation
Abstract Slides Poster Similar
Local Propagation for Few-Shot Learning
Yann Lifchitz, Yannis Avrithis, Sylvaine Picard
![Responsive image](/icpr/media/video_thumbnails/12151.jpg)
Auto-TLDR; Local Propagation for Few-Shot Inference
Abstract Slides Poster Similar
Directed Variational Cross-encoder Network for Few-Shot Multi-image Co-segmentation
Sayan Banerjee, Divakar Bhat S, Subhasis Chaudhuri, Rajbabu Velmurugan
![Responsive image](/icpr/media/video_thumbnails/11899.jpg)
Auto-TLDR; Directed Variational Inference Cross Encoder for Class Agnostic Co-Segmentation of Multiple Images
Abstract Slides Poster Similar
Triplet-Path Dilated Network for Detection and Segmentation of General Pathological Images
Jiaqi Luo, Zhicheng Zhao, Fei Su, Limei Guo
![Responsive image](/icpr/media/video_thumbnails/11015.jpg)
Auto-TLDR; Triplet-path Network for One-Stage Object Detection and Segmentation in Pathological Images
DARN: Deep Attentive Refinement Network for Liver Tumor Segmentation from 3D CT Volume
Yao Zhang, Jiang Tian, Cheng Zhong, Yang Zhang, Zhongchao Shi, Zhiqiang He
![Responsive image](/icpr/media/video_thumbnails/11819.jpg)
Auto-TLDR; Deep Attentive Refinement Network for Liver Tumor Segmentation from 3D Computed Tomography Using Multi-Level Features
Abstract Slides Poster Similar
Explanation-Guided Training for Cross-Domain Few-Shot Classification
Jiamei Sun, Sebastian Lapuschkin, Wojciech Samek, Yunqing Zhao, Ngai-Man Cheung, Alexander Binder
![Responsive image](/icpr/media/video_thumbnails/11796.jpg)
Auto-TLDR; Explaination-Guided Training for Cross-Domain Few-Shot Classification
Abstract Slides Poster Similar
Few-Shot Few-Shot Learning and the Role of Spatial Attention
Yann Lifchitz, Yannis Avrithis, Sylvaine Picard
![Responsive image](/icpr/media/video_thumbnails/11174.jpg)
Auto-TLDR; Few-shot Learning with Pre-trained Classifier on Large-Scale Datasets
Abstract Slides Poster Similar
PSDNet: A Balanced Architecture of Accuracy and Parameters for Semantic Segmentation
![Responsive image](/icpr/media/video_thumbnails/10935.jpg)
Auto-TLDR; Pyramid Pooling Module with SE1Cblock and D2SUpsample Network (PSDNet)
Abstract Slides Poster Similar
GSTO: Gated Scale-Transfer Operation for Multi-Scale Feature Learning in Semantic Segmentation
Zhuoying Wang, Yongtao Wang, Zhi Tang, Yangyan Li, Ying Chen, Haibin Ling, Weisi Lin
![Responsive image](/icpr/media/video_thumbnails/11732.jpg)
Auto-TLDR; Gated Scale-Transfer Operation for Semantic Segmentation
Abstract Slides Poster Similar
Augmented Bi-Path Network for Few-Shot Learning
Baoming Yan, Chen Zhou, Bo Zhao, Kan Guo, Yang Jiang, Xiaobo Li, Zhang Ming, Yizhou Wang
![Responsive image](/icpr/media/video_thumbnails/11902.jpg)
Auto-TLDR; Augmented Bi-path Network for Few-shot Learning
Abstract Slides Poster Similar
Video Semantic Segmentation Using Deep Multi-View Representation Learning
Akrem Sellami, Salvatore Tabbone
![Responsive image](/icpr/media/video_thumbnails/11861.jpg)
Auto-TLDR; Deep Multi-view Representation Learning for Video Object Segmentation
Abstract Slides Poster Similar
MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization
Yangbin Chen, Yun Ma, Tom Ko, Jianping Wang, Qing Li
![Responsive image](/icpr/media/video_thumbnails/10882.jpg)
Auto-TLDR; MetaMix: A Meta-Agnostic Meta-Learning Algorithm for Few-Shot Classification
Abstract Slides Poster Similar
Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting
Pongpisit Thanasutives, Ken-Ichi Fukui, Masayuki Numao, Boonserm Kijsirikul
![Responsive image](/icpr/media/video_thumbnails/11134.jpg)
Auto-TLDR; M-SFANet and M-SegNet for Crowd Counting Using Multi-Scale Fusion Networks
Abstract Slides Poster Similar
Enhancing Semantic Segmentation of Aerial Images with Inhibitory Neurons
Ihsan Ullah, Sean Reilly, Michael Madden
![Responsive image](/icpr/media/video_thumbnails/11523.jpg)
Auto-TLDR; Lateral Inhibition in Deep Neural Networks for Object Recognition and Semantic Segmentation
Abstract Slides Poster Similar
Automatic Semantic Segmentation of Structural Elements related to the Spinal Cord in the Lumbar Region by Using Convolutional Neural Networks
Jhon Jairo Sáenz Gamboa, Maria De La Iglesia-Vaya, Jon Ander Gómez
![Responsive image](/icpr/media/video_thumbnails/11493.jpg)
Auto-TLDR; Semantic Segmentation of Lumbar Spine Using Convolutional Neural Networks
Abstract Slides Poster Similar
Transitional Asymmetric Non-Local Neural Networks for Real-World Dirt Road Segmentation
![Responsive image](/icpr/media/video_thumbnails/11712.jpg)
Auto-TLDR; Transitional Asymmetric Non-Local Neural Networks for Semantic Segmentation on Dirt Roads
Abstract Slides Poster Similar
Joint Semantic-Instance Segmentation of 3D Point Clouds: Instance Separation and Semantic Fusion
![Responsive image](/icpr/media/video_thumbnails/11670.jpg)
Auto-TLDR; Joint Semantic Segmentation and Instance Separation of 3D Point Clouds
Abstract Slides Poster Similar
Real-Time Semantic Segmentation Via Region and Pixel Context Network
Yajun Li, Yazhou Liu, Quansen Sun
![Responsive image](/icpr/media/video_thumbnails/11724.jpg)
Auto-TLDR; A Dual Context Network for Real-Time Semantic Segmentation
Abstract Slides Poster Similar
Ordinal Depth Classification Using Region-Based Self-Attention
Minh Hieu Phan, Son Lam Phung, Abdesselam Bouzerdoum
![Responsive image](/icpr/media/video_thumbnails/11290.jpg)
Auto-TLDR; Region-based Self-Attention for Multi-scale Depth Estimation from a Single 2D Image
Abstract Slides Poster Similar
Mutually Guided Dual-Task Network for Scene Text Detection
Mengbiao Zhao, Wei Feng, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu
![Responsive image](/icpr/media/video_thumbnails/11709.jpg)
Auto-TLDR; A dual-task network for word-level and line-level text detection
Point In: Counting Trees with Weakly Supervised Segmentation Network
Pinmo Tong, Shuhui Bu, Pengcheng Han
![Responsive image](/icpr/media/video_thumbnails/12035.jpg)
Auto-TLDR; Weakly Tree counting using Deep Segmentation Network with Localization and Mask Prediction
Abstract Slides Poster Similar
SFPN: Semantic Feature Pyramid Network for Object Detection
![Responsive image](/icpr/media/video_thumbnails/10931.jpg)
Auto-TLDR; SFPN: Semantic Feature Pyramid Network to Address Information Dilution Issue in FPN
Abstract Slides Poster Similar
Siamese Dynamic Mask Estimation Network for Fast Video Object Segmentation
Dexiang Hong, Guorong Li, Kai Xu, Li Su, Qingming Huang
![Responsive image](/icpr/media/video_thumbnails/12026.jpg)
Auto-TLDR; Siamese Dynamic Mask Estimation for Video Object Segmentation
Abstract Slides Poster Similar
Revisiting Sequence-To-Sequence Video Object Segmentation with Multi-Task Loss and Skip-Memory
Fatemeh Azimi, Benjamin Bischke, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel
![Responsive image](/icpr/media/video_thumbnails/11514.jpg)
Auto-TLDR; Sequence-to-Sequence Learning for Video Object Segmentation
Abstract Slides Poster Similar
Multi-Scale Residual Pyramid Attention Network for Monocular Depth Estimation
Jing Liu, Xiaona Zhang, Zhaoxin Li, Tianlu Mao
![Responsive image](/icpr/media/video_thumbnails/11483.jpg)
Auto-TLDR; Multi-scale Residual Pyramid Attention Network for Monocular Depth Estimation
Abstract Slides Poster Similar
Semantics to Space(S2S): Embedding Semantics into Spatial Space for Zero-Shot Verb-Object Query Inferencing
![Responsive image](/icpr/media/video_thumbnails/11007.jpg)
Auto-TLDR; Semantics-to-Space: Deep Zero-Shot Learning for Verb-Object Interaction with Vectors
Abstract Slides Poster Similar
RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery
![Responsive image](/icpr/media/video_thumbnails/11390.jpg)
Auto-TLDR; RescueNet: End-to-End Building Segmentation and Damage Classification for Humanitarian Aid and Disaster Response
Abstract Slides Poster Similar
Attention Based Coupled Framework for Road and Pothole Segmentation
Shaik Masihullah, Ritu Garg, Prerana Mukherjee, Anupama Ray
![Responsive image](/icpr/media/video_thumbnails/11568.jpg)
Auto-TLDR; Few Shot Learning for Road and Pothole Segmentation on KITTI and IDD
Abstract Slides Poster Similar
Dynamic Guided Network for Monocular Depth Estimation
Xiaoxia Xing, Yinghao Cai, Yiping Yang, Dayong Wen
![Responsive image](/icpr/media/video_thumbnails/11524.jpg)
Auto-TLDR; DGNet: Dynamic Guidance Upsampling for Self-attention-Decoding for Monocular Depth Estimation
Abstract Slides Poster Similar
A Fine-Grained Dataset and Its Efficient Semantic Segmentation for Unstructured Driving Scenarios
Kai Andreas Metzger, Peter Mortimer, Hans J "Joe" Wuensche
![Responsive image](/icpr/media/video_thumbnails/11831.jpg)
Auto-TLDR; TAS500: A Semantic Segmentation Dataset for Autonomous Driving in Unstructured Environments
Abstract Slides Poster Similar
Few-Shot Learning Based on Metric Learning Using Class Augmentation
Susumu Matsumi, Keiichi Yamada
![Responsive image](/icpr/media/video_thumbnails/10853.jpg)
Auto-TLDR; Metric Learning for Few-shot Learning
Abstract Slides Poster Similar
Forground-Guided Vehicle Perception Framework
Kun Tian, Tong Zhou, Shiming Xiang, Chunhong Pan
![Responsive image](/icpr/media/video_thumbnails/11846.jpg)
Auto-TLDR; A foreground segmentation branch for vehicle detection
Abstract Slides Poster Similar
FatNet: A Feature-Attentive Network for 3D Point Cloud Processing
Chaitanya Kaul, Nick Pears, Suresh Manandhar
![Responsive image](/icpr/media/video_thumbnails/11745.jpg)
Auto-TLDR; Feature-Attentive Neural Networks for Point Cloud Classification and Segmentation
CAggNet: Crossing Aggregation Network for Medical Image Segmentation
![Responsive image](/icpr/media/video_thumbnails/11054.jpg)
Auto-TLDR; Crossing Aggregation Network for Medical Image Segmentation
Abstract Slides Poster Similar
Meta Generalized Network for Few-Shot Classification
Wei Wu, Shanmin Pang, Zhiqiang Tian, Yaochen Li
![Responsive image](/icpr/media/thumbnails/0541_FI.pdf.jpg)
Auto-TLDR; Meta Generalized Network for Few-Shot Classification
Efficient-Receptive Field Block with Group Spatial Attention Mechanism for Object Detection
Jiacheng Zhang, Zhicheng Zhao, Fei Su
![Responsive image](/icpr/media/video_thumbnails/11243.jpg)
Auto-TLDR; E-RFB: Efficient-Receptive Field Block for Deep Neural Network for Object Detection
Abstract Slides Poster Similar
Graph-Based Interpolation of Feature Vectors for Accurate Few-Shot Classification
Yuqing Hu, Vincent Gripon, Stéphane Pateux
![Responsive image](/icpr/media/video_thumbnails/11865.jpg)
Auto-TLDR; Transductive Learning for Few-Shot Classification using Graph Neural Networks
Abstract Slides Poster Similar
Complementing Representation Deficiency in Few-Shot Image Classification: A Meta-Learning Approach
Xian Zhong, Cheng Gu, Wenxin Huang, Lin Li, Shuqin Chen, Chia-Wen Lin
![Responsive image](/icpr/media/video_thumbnails/11172.jpg)
Auto-TLDR; Meta-learning with Complementary Representations Network for Few-Shot Learning
Abstract Slides Poster Similar
DA-RefineNet: Dual-Inputs Attention RefineNet for Whole Slide Image Segmentation
Ziqiang Li, Rentuo Tao, Qianrun Wu, Bin Li
![Responsive image](/icpr/media/video_thumbnails/11077.jpg)
Auto-TLDR; DA-RefineNet: A dual-inputs attention network for whole slide image segmentation
Abstract Slides Poster Similar
Semantic Object Segmentation in Cultural Sites Using Real and Synthetic Data
Francesco Ragusa, Daniele Di Mauro, Alfio Palermo, Antonino Furnari, Giovanni Maria Farinella
![Responsive image](/icpr/media/video_thumbnails/11083.jpg)
Auto-TLDR; Exploiting Synthetic Data for Object Segmentation in Cultural Sites
Abstract Slides Poster Similar
Zoom-CAM: Generating Fine-Grained Pixel Annotations from Image Labels
Xiangwei Shi, Seyran Khademi, Yunqiang Li, Jan Van Gemert
![Responsive image](/icpr/media/video_thumbnails/12130.jpg)
Auto-TLDR; Zoom-CAM for Weakly Supervised Object Localization and Segmentation
Abstract Slides Poster Similar