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
Similar papers
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
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
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
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
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
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
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
Residual Learning of Video Frame Interpolation Using Convolutional LSTM
![Responsive image](/icpr/media/video_thumbnails/11020.jpg)
Auto-TLDR; Video Frame Interpolation Using Residual Learning and Convolutional LSTMs
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
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
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
Wavelet Attention Embedding Networks for Video Super-Resolution
Young-Ju Choi, Young-Woon Lee, Byung-Gyu Kim
![Responsive image](/icpr/media/video_thumbnails/11758.jpg)
Auto-TLDR; Wavelet Attention Embedding Network for Video Super-Resolution
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
Video Reconstruction by Spatio-Temporal Fusion of Blurred-Coded Image Pair
Anupama S, Prasan Shedligeri, Abhishek Pal, Kaushik Mitr
![Responsive image](/icpr/media/video_thumbnails/11838.jpg)
Auto-TLDR; Recovering Video from Motion-Blurred and Coded Exposure Images Using Deep Learning
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
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
Dynamic Resource-Aware Corner Detection for Bio-Inspired Vision Sensors
Sherif Abdelmonem Sayed Mohamed, Jawad Yasin, Mohammad-Hashem Haghbayan, Antonio Miele, Jukka Veikko Heikkonen, Hannu Tenhunen, Juha Plosila
![Responsive image](/icpr/media/video_thumbnails/12152.jpg)
Auto-TLDR; Three Layer Filtering-Harris Algorithm for Event-based Cameras in Real-Time
Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation
Dimche Kostadinov, Davide Scarammuza
![Responsive image](/icpr/media/thumbnails/1639_FI.pdf.jpg)
Auto-TLDR; Unsupervised Representation Learning from Local Event Data for Pattern Recognition
Abstract Slides Poster Similar
OmniFlowNet: A Perspective Neural Network Adaptation for Optical Flow Estimation in Omnidirectional Images
Charles-Olivier Artizzu, Haozhou Zhang, Guillaume Allibert, Cédric Demonceaux
![Responsive image](/icpr/media/video_thumbnails/11169.jpg)
Auto-TLDR; OmniFlowNet: A Convolutional Neural Network for Omnidirectional Optical Flow Estimation
Abstract Slides Poster Similar
RWF-2000: An Open Large Scale Video Database for Violence Detection
Ming Cheng, Kunjing Cai, Ming Li
![Responsive image](/icpr/media/video_thumbnails/11360.jpg)
Auto-TLDR; Flow Gated Network for Violence Detection in Surveillance Cameras
Abstract Slides Poster Similar
TSMSAN: A Three-Stream Multi-Scale Attentive Network for Video Saliency Detection
Jingwen Yang, Guanwen Zhang, Wei Zhou
![Responsive image](/icpr/media/video_thumbnails/11384.jpg)
Auto-TLDR; Three-stream Multi-scale attentive network for video saliency detection in dynamic scenes
Abstract Slides Poster Similar
Flow-Guided Spatial Attention Tracking for Egocentric Activity Recognition
![Responsive image](/icpr/media/video_thumbnails/11376.jpg)
Auto-TLDR; flow-guided spatial attention tracking for egocentric activity recognition
Abstract Slides Poster Similar
Temporal Binary Representation for Event-Based Action Recognition
Simone Undri Innocenti, Federico Becattini, Federico Pernici, Alberto Del Bimbo
![Responsive image](/icpr/media/video_thumbnails/12147.jpg)
Auto-TLDR; Temporal Binary Representation for Gesture Recognition
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
Object Segmentation Tracking from Generic Video Cues
Amirhossein Kardoost, Sabine Müller, Joachim Weickert, Margret Keuper
![Responsive image](/icpr/media/video_thumbnails/10910.jpg)
Auto-TLDR; A Light-Weight Variational Framework for Video Object Segmentation in Videos
Abstract Slides Poster Similar
Temporal Pulses Driven Spiking Neural Network for Time and Power Efficient Object Recognition in Autonomous Driving
Wei Wang, Shibo Zhou, Jingxi Li, Xiaohua Li, Junsong Yuan, Zhanpeng Jin
![Responsive image](/icpr/media/video_thumbnails/11636.jpg)
Auto-TLDR; Spiking Neural Network for Real-Time Object Recognition on Temporal LiDAR Pulses
Abstract Slides Poster Similar
Self-Supervised Joint Encoding of Motion and Appearance for First Person Action Recognition
Mirco Planamente, Andrea Bottino, Barbara Caputo
![Responsive image](/icpr/media/video_thumbnails/11935.jpg)
Auto-TLDR; A Single Stream Architecture for Egocentric Action Recognition from the First-Person Point of View
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
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
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
Video Lightening with Dedicated CNN Architecture
Li-Wen Wang, Wan-Chi Siu, Zhi-Song Liu, Chu-Tak Li, P. K. Daniel Lun
![Responsive image](/icpr/media/video_thumbnails/11648.png)
Auto-TLDR; VLN: Video Lightening Network for Driving Assistant Systems in Dark Environment
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
Partially Supervised Multi-Task Network for Single-View Dietary Assessment
Ya Lu, Thomai Stathopoulou, Stavroula Mougiakakou
![Responsive image](/icpr/media/video_thumbnails/11864.jpg)
Auto-TLDR; Food Volume Estimation from a Single Food Image via Geometric Understanding and Semantic Prediction
Abstract Slides Poster Similar
Hierarchically Aggregated Residual Transformation for Single Image Super Resolution
![Responsive image](/icpr/media/video_thumbnails/11117.jpg)
Auto-TLDR; HARTnet: Hierarchically Aggregated Residual Transformation for Multi-Scale Super-resolution
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
Automatical Enhancement and Denoising of Extremely Low-Light Images
Yuda Song, Yunfang Zhu, Xin Du
![Responsive image](/icpr/media/video_thumbnails/10938.jpg)
Auto-TLDR; INSNet: Illumination and Noise Separation Network for Low-Light Image Restoring
Abstract Slides Poster Similar
Siamese Fully Convolutional Tracker with Motion Correction
Mathew Francis, Prithwijit Guha
![Responsive image](/icpr/media/video_thumbnails/11114.jpg)
Auto-TLDR; A Siamese Ensemble for Visual Tracking with Appearance and Motion Components
Abstract Slides Poster Similar
A Multi-Task Neural Network for Action Recognition with 3D Key-Points
Rongxiao Tang, Wang Luyang, Zhenhua Guo
![Responsive image](/icpr/media/video_thumbnails/11324.jpg)
Auto-TLDR; Multi-task Neural Network for Action Recognition and 3D Human Pose Estimation
Abstract Slides Poster Similar
Self-Supervised Learning of Dynamic Representations for Static Images
Siyang Song, Enrique Sanchez, Linlin Shen, Michel Valstar
![Responsive image](/icpr/media/video_thumbnails/11036.jpg)
Auto-TLDR; Facial Action Unit Intensity Estimation and Affect Estimation from Still Images with Multiple Temporal Scale
Abstract Slides Poster Similar
5D Light Field Synthesis from a Monocular Video
Kyuho Bae, Andre Ivan, Hajime Nagahara, In Kyu Park
![Responsive image](/icpr/media/video_thumbnails/11738.jpg)
Auto-TLDR; Synthesis of Light Field Video from Monocular Video using Deep Learning
Video Object Detection Using Object's Motion Context and Spatio-Temporal Feature Aggregation
Jaekyum Kim, Junho Koh, Byeongwon Lee, Seungji Yang, Jun Won Choi
![Responsive image](/icpr/media/video_thumbnails/11034.jpg)
Auto-TLDR; Video Object Detection Using Spatio-Temporal Aggregated Features and Gated Attention Network
Abstract Slides Poster Similar
Selective Kernel and Motion-Emphasized Loss Based Attention-Guided Network for HDR Imaging of Dynamic Scenes
Yipeng Deng, Qin Liu, Takeshi Ikenaga
![Responsive image](/icpr/media/video_thumbnails/11963.jpg)
Auto-TLDR; SK-AHDRNet: A Deep Network with attention module and motion-emphasized loss function to produce ghost-free HDR images
Abstract Slides Poster Similar
SAT-Net: Self-Attention and Temporal Fusion for Facial Action Unit Detection
Zhihua Li, Zheng Zhang, Lijun Yin
![Responsive image](/icpr/media/video_thumbnails/11470.jpg)
Auto-TLDR; Temporal Fusion and Self-Attention Network for Facial Action Unit Detection
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
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
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
Abstract Slides Poster Similar
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
Early Wildfire Smoke Detection in Videos
Taanya Gupta, Hengyue Liu, Bir Bhanu
![Responsive image](/icpr/media/video_thumbnails/12521.jpg)
Auto-TLDR; Semi-supervised Spatio-Temporal Video Object Segmentation for Automatic Detection of Smoke in Videos during Forest Fire