Deep Space Probing for Point Cloud Analysis
Yirong Yang,
Bin Fan,
Yongcheng Liu,
Hua Lin,
Jiyong Zhang,
Xin Liu,
蔡鑫宇 蔡鑫宇,
Shiming Xiang,
Chunhong Pan
![Responsive image](/icpr/media/video_thumbnails/12123.jpg)
Auto-TLDR; SPCNN: Space Probing Convolutional Neural Network for Point Cloud Analysis
Similar papers
PointSpherical: Deep Shape Context for Point Cloud Learning in Spherical Coordinates
Hua Lin, Bin Fan, Yongcheng Liu, Yirong Yang, Zheng Pan, Jianbo Shi, Chunhong Pan, Huiwen Xie
![Responsive image](/icpr/media/video_thumbnails/12127.jpg)
Auto-TLDR; Spherical Hierarchical Modeling of 3D Point Cloud
Abstract Slides Poster Similar
PC-Net: A Deep Network for 3D Point Clouds Analysis
Zhuo Chen, Tao Guan, Yawei Luo, Yuesong Wang
![Responsive image](/icpr/media/video_thumbnails/10890.jpg)
Auto-TLDR; PC-Net: A Hierarchical Neural Network for 3D Point Clouds Analysis
Abstract Slides Poster Similar
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation
Na Zhao, Tat Seng Chua, Gim Hee Lee
![Responsive image](/icpr/media/video_thumbnails/10923.jpg)
Auto-TLDR; PS2-Net: A Local and Globally Aware Deep Learning Framework for Semantic Segmentation on 3D Point Clouds
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
Directional Graph Networks with Hard Weight Assignments
Miguel Dominguez, Raymond Ptucha
![Responsive image](/icpr/media/video_thumbnails/11773.jpg)
Auto-TLDR; Hard Directional Graph Networks for Point Cloud Analysis
Abstract Slides Poster Similar
MANet: Multimodal Attention Network Based Point-View Fusion for 3D Shape Recognition
Yaxin Zhao, Jichao Jiao, Ning Li
![Responsive image](/icpr/media/video_thumbnails/10845.jpg)
Auto-TLDR; Fusion Network for 3D Shape Recognition based on Multimodal Attention Mechanism
Abstract Slides Poster Similar
Progressive Scene Segmentation Based on Self-Attention Mechanism
Yunyi Pan, Yuan Gan, Kun Liu, Yan Zhang
![Responsive image](/icpr/media/video_thumbnails/11336.jpg)
Auto-TLDR; Two-Stage Semantic Scene Segmentation with Self-Attention
Abstract Slides Poster Similar
MixedFusion: 6D Object Pose Estimation from Decoupled RGB-Depth Features
Hangtao Feng, Lu Zhang, Xu Yang, Zhiyong Liu
![Responsive image](/icpr/media/video_thumbnails/10918.jpg)
Auto-TLDR; MixedFusion: Combining Color and Point Clouds for 6D Pose Estimation
Abstract Slides Poster Similar
Cross-Regional Attention Network for Point Cloud Completion
![Responsive image](/icpr/media/video_thumbnails/12128.jpg)
Auto-TLDR; Learning-based Point Cloud Repair with Graph Convolution
Abstract Slides Poster Similar
PointDrop: Improving Object Detection from Sparse Point Clouds Via Adversarial Data Augmentation
Wenxin Ma, Jian Chen, Qing Du, Wei Jia
![Responsive image](/icpr/media/video_thumbnails/12095.jpg)
Auto-TLDR; PointDrop: Improving Robust 3D Object Detection to Sparse Point Clouds
Abstract Slides Poster Similar
3D Semantic Labeling of Photogrammetry Meshes Based on Active Learning
Mengqi Rong, Shuhan Shen, Zhanyi Hu
![Responsive image](/icpr/media/video_thumbnails/11281.jpg)
Auto-TLDR; 3D Semantic Expression of Urban Scenes Based on Active Learning
Abstract Slides Poster Similar
Vehicle Classification from Profile Measures
![Responsive image](/icpr/media/video_thumbnails/11675.jpg)
Auto-TLDR; SliceNets: Convolutional Neural Networks for 3D Object Classification of Planar Slices
Joint Supervised and Self-Supervised Learning for 3D Real World Challenges
Antonio Alliegro, Davide Boscaini, Tatiana Tommasi
![Responsive image](/icpr/media/video_thumbnails/11683.jpg)
Auto-TLDR; Self-supervision for 3D Shape Classification and Segmentation in Point Clouds
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
S-VoteNet: Deep Hough Voting with Spherical Proposal for 3D Object Detection
Yanxian Chen, Huimin Ma, Xi Li, Xiong Luo
![Responsive image](/icpr/media/video_thumbnails/11486.jpg)
Auto-TLDR; S-VoteNet: 3D Object Detection with Spherical Bounded Box Prediction
Abstract Slides Poster Similar
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
Learning Interpretable Representation for 3D Point Clouds
Feng-Guang Su, Ci-Siang Lin, Yu-Chiang Frank Wang
![Responsive image](/icpr/media/video_thumbnails/11777.jpg)
Auto-TLDR; Disentangling Body-type and Pose Information from 3D Point Clouds Using Adversarial Learning
Abstract Slides Poster Similar
Enhanced Vote Network for 3D Object Detection in Point Clouds
![Responsive image](/icpr/media/video_thumbnails/11671.jpg)
Auto-TLDR; A Vote Feature Enhancement Network for 3D Bounding Box Prediction
Abstract Slides Poster Similar
Enhancing Deep Semantic Segmentation of RGB-D Data with Entangled Forests
Matteo Terreran, Elia Bonetto, Stefano Ghidoni
![Responsive image](/icpr/media/video_thumbnails/11419.jpg)
Auto-TLDR; FuseNet: A Lighter Deep Learning Model for Semantic Segmentation
Abstract Slides Poster Similar
3D Point Cloud Registration Based on Cascaded Mutual Information Attention Network
![Responsive image](/icpr/media/video_thumbnails/12175.jpg)
Auto-TLDR; Cascaded Mutual Information Attention Network for 3D Point Cloud Registration
Abstract Slides Poster Similar
Distinctive 3D Local Deep Descriptors
![Responsive image](/icpr/media/video_thumbnails/11557.jpg)
Auto-TLDR; DIPs: Local Deep Descriptors for Point Cloud Regression
Abstract Slides Poster Similar
Human Segmentation with Dynamic LiDAR Data
Tao Zhong, Wonjik Kim, Masayuki Tanaka, Masatoshi Okutomi
![Responsive image](/icpr/media/video_thumbnails/10979.jpg)
Auto-TLDR; Spatiotemporal Neural Network for Human Segmentation with Dynamic Point Clouds
Towards Efficient 3D Point Cloud Scene Completion Via Novel Depth View Synthesis
Haiyan Wang, Liang Yang, Xuejian Rong, Ying-Li Tian
![Responsive image](/icpr/media/video_thumbnails/12514.jpg)
Auto-TLDR; 3D Point Cloud Completion with Depth View Synthesis and Depth View synthesis
Joint Face Alignment and 3D Face Reconstruction with Efficient Convolution Neural Networks
Keqiang Li, Huaiyu Wu, Xiuqin Shang, Zhen Shen, Gang Xiong, Xisong Dong, Bin Hu, Fei-Yue Wang
![Responsive image](/icpr/media/video_thumbnails/11715.jpg)
Auto-TLDR; Mobile-FRNet: Efficient 3D Morphable Model Alignment and 3D Face Reconstruction from a Single 2D Facial Image
Abstract Slides Poster Similar
Self-Supervised Detection and Pose Estimation of Logistical Objects in 3D Sensor Data
Nikolas Müller, Jonas Stenzel, Jian-Jia Chen
![Responsive image](/icpr/media/video_thumbnails/12125.jpg)
Auto-TLDR; A self-supervised and fully automated deep learning approach for object pose estimation using simulated 3D data
Abstract Slides Poster Similar
Yolo+FPN: 2D and 3D Fused Object Detection with an RGB-D Camera
![Responsive image](/icpr/media/video_thumbnails/11422.jpg)
Auto-TLDR; Yolo+FPN: Combining 2D and 3D Object Detection for Real-Time Object Detection
Abstract Slides Poster Similar
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
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
Ghost Target Detection in 3D Radar Data Using Point Cloud Based Deep Neural Network
Mahdi Chamseddine, Jason Rambach, Oliver Wasenmüler, Didier Stricker
![Responsive image](/icpr/media/video_thumbnails/12144.jpg)
Auto-TLDR; Point Based Deep Learning for Ghost Target Detection in 3D Radar Point Clouds
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
PEAN: 3D Hand Pose Estimation Adversarial Network
Linhui Sun, Yifan Zhang, Jing Lu, Jian Cheng, Hanqing Lu
![Responsive image](/icpr/media/video_thumbnails/10990.jpg)
Auto-TLDR; PEAN: 3D Hand Pose Estimation with Adversarial Learning Framework
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
Free-Form Image Inpainting Via Contrastive Attention Network
Xin Ma, Xiaoqiang Zhou, Huaibo Huang, Zhenhua Chai, Xiaolin Wei, Ran He
![Responsive image](/icpr/media/video_thumbnails/11996.jpg)
Auto-TLDR; Self-supervised Siamese inference for image inpainting
DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information Fusion
![Responsive image](/icpr/media/video_thumbnails/11746.jpg)
Auto-TLDR; DmifNet: Dynamic Multi-branch Information Fusion Network for 3D Shape Reconstruction from a Single-View Image
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
Manual-Label Free 3D Detection Via an Open-Source Simulator
Zhen Yang, Chi Zhang, Zhaoxiang Zhang, Huiming Guo
![Responsive image](/icpr/media/video_thumbnails/11246.jpg)
Auto-TLDR; DA-VoxelNet: A Novel Domain Adaptive VoxelNet for LIDAR-based 3D Object Detection
Abstract Slides Poster Similar
Edge-Aware Graph Attention Network for Ratio of Edge-User Estimation in Mobile Networks
Jiehui Deng, Sheng Wan, Xiang Wang, Enmei Tu, Xiaolin Huang, Jie Yang, Chen Gong
![Responsive image](/icpr/media/video_thumbnails/12093.jpg)
Auto-TLDR; EAGAT: Edge-Aware Graph Attention Network for Automatic REU Estimation in Mobile Networks
Abstract Slides Poster Similar
Learning to Implicitly Represent 3D Human Body from Multi-Scale Features and Multi-View Images
Zhongguo Li, Magnus Oskarsson, Anders Heyden
![Responsive image](/icpr/media/video_thumbnails/11962.jpg)
Auto-TLDR; Reconstruction of 3D human bodies from multi-view images using multi-stage end-to-end neural networks
Abstract Slides Poster Similar
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
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
Aggregating Object Features Based on Attention Weights for Fine-Grained Image Retrieval
Hongli Lin, Yongqi Song, Zixuan Zeng, Weisheng Wang
![Responsive image](/icpr/media/thumbnails/0877_FI.pdf.jpg)
Auto-TLDR; DSAW: Unsupervised Dual-selection for Fine-Grained Image Retrieval
Two-Stage Adaptive Object Scene Flow Using Hybrid CNN-CRF Model
Congcong Li, Haoyu Ma, Qingmin Liao
![Responsive image](/icpr/media/video_thumbnails/11321.jpg)
Auto-TLDR; Adaptive object scene flow estimation using a hybrid CNN-CRF model and adaptive iteration
Abstract Slides Poster Similar
Sample-Aware Data Augmentor for Scene Text Recognition
Guanghao Meng, Tao Dai, Shudeng Wu, Bin Chen, Jian Lu, Yong Jiang, Shutao Xia
![Responsive image](/icpr/media/video_thumbnails/12013.jpg)
Auto-TLDR; Sample-Aware Data Augmentation for Scene Text Recognition
Abstract Slides Poster Similar
Deeply-Fused Attentive Network for Stereo Matching
Zuliu Yang, Xindong Ai, Weida Yang, Yong Zhao, Qifei Dai, Fuchi Li
![Responsive image](/icpr/media/video_thumbnails/11050.jpg)
Auto-TLDR; DF-Net: Deep Learning-based Network for Stereo Matching
Abstract Slides Poster Similar
Image Representation Learning by Transformation Regression
Xifeng Guo, Jiyuan Liu, Sihang Zhou, En Zhu, Shihao Dong
![Responsive image](/icpr/media/video_thumbnails/10898.jpg)
Auto-TLDR; Self-supervised Image Representation Learning using Continuous Parameter Prediction
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
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
Nearest Neighbor Classification Based on Activation Space of Convolutional Neural Network
Xinbo Ju, Shuo Shao, Huan Long, Weizhe Wang
![Responsive image](/icpr/media/video_thumbnails/10885.jpg)
Auto-TLDR; Convolutional Neural Network with Convex Hull Based Classifier