Suppressing Features That Contain Disparity Edge for Stereo Matching
Xindong Ai,
Zuliu Yang,
Weida Yang,
Yong Zhao,
Zhengzhong Yu,
Fuchi Li
![Responsive image](/icpr/media/video_thumbnails/11842.jpg)
Auto-TLDR; SDE-Attention: A Novel Attention Mechanism for Stereo Matching
Similar papers
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
Attention Stereo Matching Network
Doudou Zhang, Jing Cai, Yanbing Xue, Zan Gao, Hua Zhang
![Responsive image](/icpr/media/video_thumbnails/11462.jpg)
Auto-TLDR; ASM-Net: Attention Stereo Matching with Disparity Refinement
Abstract Slides Poster Similar
Learning Stereo Matchability in Disparity Regression Networks
Jingyang Zhang, Yao Yao, Zixin Luo, Shiwei Li, Tianwei Shen, Tian Fang, Long Quan
![Responsive image](/icpr/media/video_thumbnails/11035.jpg)
Auto-TLDR; Deep Stereo Matchability for Weakly Matchable Regions
FC-DCNN: A Densely Connected Neural Network for Stereo Estimation
Dominik Hirner, Friedrich Fraundorfer
![Responsive image](/icpr/media/video_thumbnails/11147.jpg)
Auto-TLDR; FC-DCNN: A Lightweight Network for Stereo Estimation
Abstract Slides Poster Similar
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
Leveraging a Weakly Adversarial Paradigm for Joint Learning of Disparity and Confidence Estimation
Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia
![Responsive image](/icpr/media/video_thumbnails/10863.jpg)
Auto-TLDR; Joint Training of Deep-Networks for Outlier Detection from Stereo Images
Abstract Slides Poster Similar
ResFPN: Residual Skip Connections in Multi-Resolution Feature Pyramid Networks for Accurate Dense Pixel Matching
Rishav ., René Schuster, Ramy Battrawy, Oliver Wasenmüler, Didier Stricker
![Responsive image](/icpr/media/video_thumbnails/10851.jpg)
Auto-TLDR; Resolution Feature Pyramid Networks for Dense Pixel Matching
Movement-Induced Priors for Deep Stereo
Yuxin Hou, Muhammad Kamran Janjua, Juho Kannala, Arno Solin
![Responsive image](/icpr/media/video_thumbnails/11291.jpg)
Auto-TLDR; Fusing Stereo Disparity Estimation with Movement-induced Prior Information
Abstract Slides Poster Similar
Domain Siamese CNNs for Sparse Multispectral Disparity Estimation
David-Alexandre Beaupre, Guillaume-Alexandre Bilodeau
![Responsive image](/icpr/media/video_thumbnails/11296.jpg)
Auto-TLDR; Multispectral Disparity Estimation between Thermal and Visible Images using Deep Neural Networks
Abstract Slides Poster Similar
Real-Time Monocular Depth Estimation with Extremely Light-Weight Neural Network
Mian Jhong Chiu, Wei-Chen Chiu, Hua-Tsung Chen, Jen-Hui Chuang
![Responsive image](/icpr/media/video_thumbnails/11725.jpg)
Auto-TLDR; Real-Time Light-Weight Depth Prediction for Obstacle Avoidance and Environment Sensing with Deep Learning-based CNN
Abstract Slides Poster Similar
HMFlow: Hybrid Matching Optical Flow Network for Small and Fast-Moving Objects
Suihanjin Yu, Youmin Zhang, Chen Wang, Xiao Bai, Liang Zhang, Edwin Hancock
![Responsive image](/icpr/media/video_thumbnails/10983.jpg)
Auto-TLDR; Hybrid Matching Optical Flow Network with Global Matching Component
Abstract Slides Poster Similar
Extending Single Beam Lidar to Full Resolution by Fusing with Single Image Depth Estimation
Yawen Lu, Yuxing Wang, Devarth Parikh, Guoyu Lu
![Responsive image](/icpr/media/video_thumbnails/11634.jpg)
Auto-TLDR; Self-supervised LIDAR for Low-Cost Depth Estimation
Feature Point Matching in Cross-Spectral Images with Cycle Consistency Learning
Ryosuke Furuta, Naoaki Noguchi, Xueting Wang, Toshihiko Yamasaki
![Responsive image](/icpr/media/video_thumbnails/11307.jpg)
Auto-TLDR; Unsupervised Learning for General Feature Point Matching in Cross-Spectral Settings
Abstract Slides Poster Similar
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation
Pierre Godet, Alexandre Boulch, Aurélien Plyer, Guy Le Besnerais
![Responsive image](/icpr/media/video_thumbnails/11144.jpg)
Auto-TLDR; STaRFlow: A lightweight CNN-based algorithm for optical flow estimation
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
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
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
Delivering Meaningful Representation for Monocular Depth Estimation
Doyeon Kim, Donggyu Joo, Junmo Kim
![Responsive image](/icpr/media/video_thumbnails/11818.jpg)
Auto-TLDR; Monocular Depth Estimation by Bridging the Context between Encoding and Decoding
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
Fast and Efficient Neural Network for Light Field Disparity Estimation
![Responsive image](/icpr/media/video_thumbnails/11202.jpg)
Auto-TLDR; Improving Efficient Light Field Disparity Estimation Using Deep Neural Networks
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
MagnifierNet: Learning Efficient Small-Scale Pedestrian Detector towards Multiple Dense Regions
Qi Cheng, Mingqin Chen, Yingjie Wu, Fei Chen, Shiping Lin
![Responsive image](/icpr/media/video_thumbnails/11018.jpg)
Auto-TLDR; MagnifierNet: A Simple but Effective Small-Scale Pedestrian Detection Towards Multiple Dense Regions
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
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
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
Enhancing Depth Quality of Stereo Vision Using Deep Learning-Based Prior Information of the Driving Environment
Weifu Li, Vijay John, Seiichi Mita
![Responsive image](/icpr/media/video_thumbnails/11755.jpg)
Auto-TLDR; A Novel Post-processing Mathematical Framework for Stereo Vision
Abstract Slides Poster Similar
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
Attention Pyramid Module for Scene Recognition
Zhinan Qiao, Xiaohui Yuan, Chengyuan Zhuang, Abolfazl Meyarian
![Responsive image](/icpr/media/video_thumbnails/11784.jpg)
Auto-TLDR; Attention Pyramid Module for Multi-Scale Scene Recognition
Abstract Slides Poster Similar
P2D: A Self-Supervised Method for Depth Estimation from Polarimetry
Marc Blanchon, Desire Sidibe, Olivier Morel, Ralph Seulin, Daniel Braun, Fabrice Meriaudeau
![Responsive image](/icpr/media/video_thumbnails/11764.jpg)
Auto-TLDR; Polarimetric Regularization for Monocular Depth Estimation
Abstract Slides Poster Similar
Context-Aware Residual Module for Image Classification
![Responsive image](/icpr/media/video_thumbnails/11260.jpg)
Auto-TLDR; Context-Aware Residual Module for Image Classification
Abstract Slides Poster Similar
Object Detection Model Based on Scene-Level Region Proposal Self-Attention
Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma
![Responsive image](/icpr/media/video_thumbnails/10951.jpg)
Auto-TLDR; Exploiting Semantic Informations for Object Detection
Abstract Slides Poster Similar
NetCalib: A Novel Approach for LiDAR-Camera Auto-Calibration Based on Deep Learning
Shan Wu, Amnir Hadachi, Damien Vivet, Yadu Prabhakar
![Responsive image](/icpr/media/video_thumbnails/11674.jpg)
Auto-TLDR; Automatic Calibration of LiDAR and Cameras using Deep Neural Network
Abstract Slides Poster Similar
Cross-Layer Information Refining Network for Single Image Super-Resolution
Hongyi Zhang, Wen Lu, Xiaopeng Sun
![Responsive image](/icpr/media/video_thumbnails/11039.jpg)
Auto-TLDR; Interlaced Spatial Attention Block for Single Image Super-Resolution
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
A Lightweight Network to Learn Optical Flow from Event Data
![Responsive image](/icpr/media/thumbnails/2424_FI.pdf.jpg)
Auto-TLDR; A lightweight pyramid network with attention mechanism to learn optical flow from events data
PA-FlowNet: Pose-Auxiliary Optical Flow Network for Spacecraft Relative Pose Estimation
Zhi Yu Chen, Po-Heng Chen, Kuan-Wen Chen, Chen-Yu Chan
![Responsive image](/icpr/media/video_thumbnails/12056.jpg)
Auto-TLDR; PA-FlowNet: An End-to-End Pose-auxiliary Optical Flow Network for Space Travel and Landing
Abstract Slides Poster Similar
EDD-Net: An Efficient Defect Detection Network
Tianyu Guo, Linlin Zhang, Runwei Ding, Ge Yang
![Responsive image](/icpr/media/video_thumbnails/11953.jpg)
Auto-TLDR; EfficientNet: Efficient Network for Mobile Phone Surface defect Detection
Abstract Slides Poster Similar
Global Context-Based Network with Transformer for Image2latex
Nuo Pang, Chun Yang, Xiaobin Zhu, Jixuan Li, Xu-Cheng Yin
![Responsive image](/icpr/media/video_thumbnails/11421.jpg)
Auto-TLDR; Image2latex with Global Context block and Transformer
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
Bidirectional Matrix Feature Pyramid Network for Object Detection
![Responsive image](/icpr/media/video_thumbnails/11844.jpg)
Auto-TLDR; BMFPN: Bidirectional Matrix Feature Pyramid Network for Object Detection
Abstract Slides Poster Similar
MFI: Multi-Range Feature Interchange for Video Action Recognition
Sikai Bai, Qi Wang, Xuelong Li
![Responsive image](/icpr/media/video_thumbnails/11676.jpg)
Auto-TLDR; Multi-range Feature Interchange Network for Action Recognition in Videos
Abstract Slides Poster Similar
Dynamic Low-Light Image Enhancement for Object Detection Via End-To-End Training
Haifeng Guo, Yirui Wu, Tong Lu
![Responsive image](/icpr/media/video_thumbnails/11543.jpg)
Auto-TLDR; Object Detection using Low-Light Image Enhancement for End-to-End Training
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
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
PRF-Ped: Multi-Scale Pedestrian Detector with Prior-Based Receptive Field
Yuzhi Tan, Hongxun Yao, Haoran Li, Xiusheng Lu, Haozhe Xie
![Responsive image](/icpr/media/video_thumbnails/11599.jpg)
Auto-TLDR; Bidirectional Feature Enhancement Module for Multi-Scale Pedestrian Detection
Abstract Slides Poster Similar
Revisiting Optical Flow Estimation in 360 Videos
Keshav Bhandari, Ziliang Zong, Yan Yan
![Responsive image](/icpr/media/video_thumbnails/11869.jpg)
Auto-TLDR; LiteFlowNet360: A Domain Adaptation Framework for 360 Video Optical Flow Estimation
Single Image Deblurring Using Bi-Attention Network
![Responsive image](/icpr/media/thumbnails/1457_FI.pdf.jpg)
Auto-TLDR; Bi-Attention Neural Network for Single Image Deblurring
Porting a Convolutional Neural Network for Stereo Matching in Hardware
Dionisis - Odysseas Sotiropoulos, George - Peter Economou
![Responsive image](/icpr/media/video_thumbnails/10998.jpg)
Auto-TLDR; Real-Time Stereo Matching with Artificial Neural Networks using FPGAs
Abstract Slides Poster Similar