Adaptive Context-Aware Discriminative Correlation Filters for Robust Visual Object Tracking
Tianyang Xu,
Zhenhua Feng,
Xiaojun Wu,
Josef Kittler
![Responsive image](/icpr/media/video_thumbnails/11151.jpg)
Auto-TLDR; ACA-DCF: Adaptive Context-Aware Discriminative Correlation Filter with complementary attention mechanisms
Similar papers
Efficient Correlation Filter Tracking with Adaptive Training Sample Update Scheme
Shan Jiang, Shuxiao Li, Chengfei Zhu, Nan Yan
![Responsive image](/icpr/media/video_thumbnails/10901.jpg)
Auto-TLDR; Adaptive Training Sample Update Scheme of Correlation Filter Based Trackers for Visual Tracking
Abstract Slides Poster Similar
DAL: A Deep Depth-Aware Long-Term Tracker
Yanlin Qian, Song Yan, Alan Lukežič, Matej Kristan, Joni-Kristian Kamarainen, Jiri Matas
![Responsive image](/icpr/media/video_thumbnails/11823.jpg)
Auto-TLDR; Deep Depth-Aware Long-Term RGBD Tracking with Deep Discriminative Correlation Filter
Abstract Slides Poster Similar
RSINet: Rotation-Scale Invariant Network for Online Visual Tracking
Yang Fang, Geunsik Jo, Chang-Hee Lee
![Responsive image](/icpr/media/video_thumbnails/11357.jpg)
Auto-TLDR; RSINet: Rotation-Scale Invariant Network for Adaptive Tracking
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
TSDM: Tracking by SiamRPN++ with a Depth-Refiner and a Mask-Generator
Pengyao Zhao, Quanli Liu, Wei Wang, Qiang Guo
![Responsive image](/icpr/media/video_thumbnails/10916.jpg)
Auto-TLDR; TSDM: A Depth-D Tracker for 3D Object Tracking
Abstract Slides Poster Similar
Model Decay in Long-Term Tracking
Efstratios Gavves, Ran Tao, Deepak Gupta, Arnold Smeulders
![Responsive image](/icpr/media/video_thumbnails/11173.jpg)
Auto-TLDR; Model Bias in Long-Term Tracking
Abstract Slides Poster Similar
MFST: Multi-Features Siamese Tracker
Zhenxi Li, Guillaume-Alexandre Bilodeau, Wassim Bouachir
![Responsive image](/icpr/media/video_thumbnails/11897.jpg)
Auto-TLDR; Multi-Features Siamese Tracker for Robust Deep Similarity Tracking
Visual Object Tracking in Drone Images with Deep Reinforcement Learning
![Responsive image](/icpr/media/video_thumbnails/12104.jpg)
Auto-TLDR; A Deep Reinforcement Learning based Single Object Tracker for Drone Applications
Abstract Slides Poster Similar
Exploiting Distilled Learning for Deep Siamese Tracking
Chengxin Liu, Zhiguo Cao, Wei Li, Yang Xiao, Shuaiyuan Du, Angfan Zhu
![Responsive image](/icpr/media/video_thumbnails/10905.jpg)
Auto-TLDR; Distilled Learning Framework for Siamese Tracking
Abstract Slides Poster Similar
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks
Ning Zhang, Jingen Liu, Ke Wang, Dan Zeng, Tao Mei
![Responsive image](/icpr/media/video_thumbnails/11353.jpg)
Auto-TLDR; Two-Stream Residual Convolutional Network for Visual Tracking
Abstract Slides Poster Similar
Tackling Occlusion in Siamese Tracking with Structured Dropouts
Deepak Gupta, Efstratios Gavves, Arnold Smeulders
![Responsive image](/icpr/media/video_thumbnails/11567.jpg)
Auto-TLDR; Structured Dropout for Occlusion in latent space
Abstract Slides Poster Similar
VTT: Long-Term Visual Tracking with Transformers
Tianling Bian, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Robertson, Haibing Guan
![Responsive image](/icpr/media/video_thumbnails/12040.jpg)
Auto-TLDR; Visual Tracking Transformer with transformers for long-term visual tracking
SiamMT: Real-Time Arbitrary Multi-Object Tracking
Lorenzo Vaquero, Manuel Mucientes, Victor Brea
![Responsive image](/icpr/media/video_thumbnails/10921.jpg)
Auto-TLDR; SiamMT: A Deep-Learning-based Arbitrary Multi-Object Tracking System for Video
Abstract Slides Poster Similar
Reducing False Positives in Object Tracking with Siamese Network
Takuya Ogawa, Takashi Shibata, Shoji Yachida, Toshinori Hosoi
![Responsive image](/icpr/media/video_thumbnails/10915.jpg)
Auto-TLDR; Robust Long-Term Object Tracking with Adaptive Search based on Motion Models
Abstract Slides Poster Similar
Visual Saliency Oriented Vehicle Scale Estimation
Qixin Chen, Tie Liu, Jiali Ding, Zejian Yuan, Yuanyuan Shang
![Responsive image](/icpr/media/video_thumbnails/11070.jpg)
Auto-TLDR; Regularized Intensity Matching for Vehicle Scale Estimation with salient object detection
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
Compact and Discriminative Multi-Object Tracking with Siamese CNNs
Claire Labit-Bonis, Jérôme Thomas, Frederic Lerasle
![Responsive image](/icpr/media/video_thumbnails/11768.jpg)
Auto-TLDR; Fast, Light-Weight and All-in-One Single Object Tracking for Multi-Target Management
Abstract Slides Poster Similar
SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater Videos
Mygel Andrei Martija, Prospero Naval
![Responsive image](/icpr/media/video_thumbnails/11945.jpg)
Auto-TLDR; Underwater Multi-Object Tracking in the Wild with Deep Hungarian Network
Abstract Slides Poster Similar
Utilising Visual Attention Cues for Vehicle Detection and Tracking
Feiyan Hu, Venkatesh Gurram Munirathnam, Noel E O'Connor, Alan Smeaton, Suzanne Little
![Responsive image](/icpr/media/video_thumbnails/11534.jpg)
Auto-TLDR; Visual Attention for Object Detection and Tracking in Driver-Assistance Systems
Abstract Slides Poster Similar
Mobile Augmented Reality: Fast, Precise, and Smooth Planar Object Tracking
Dmitrii Matveichev, Daw-Tung Lin
![Responsive image](/icpr/media/video_thumbnails/11518.jpg)
Auto-TLDR; Planar Object Tracking with Sparse Optical Flow Tracking and Descriptor Matching
Abstract Slides Poster Similar
Subspace Clustering Via Joint Unsupervised Feature Selection
Wenhua Dong, Xiaojun Wu, Hui Li, Zhenhua Feng, Josef Kittler
![Responsive image](/icpr/media/video_thumbnails/11323.jpg)
Auto-TLDR; Unsupervised Feature Selection for Subspace Clustering
AerialMPTNet: Multi-Pedestrian Tracking in Aerial Imagery Using Temporal and Graphical Features
Maximilian Kraus, Seyed Majid Azimi, Emec Ercelik, Reza Bahmanyar, Peter Reinartz, Alois Knoll
![Responsive image](/icpr/media/video_thumbnails/11143.jpg)
Auto-TLDR; AerialMPTNet: A novel approach for multi-pedestrian tracking in geo-referenced aerial imagery by fusing appearance features
Abstract Slides Poster Similar
Tracking Fast Moving Objects by Segmentation Network
![Responsive image](/icpr/media/video_thumbnails/12133.jpg)
Auto-TLDR; Fast Moving Objects Tracking by Segmentation Using Deep Learning
Abstract Slides Poster Similar
Dual-Attention Guided Dropblock Module for Weakly Supervised Object Localization
Junhui Yin, Siqing Zhang, Dongliang Chang, Zhanyu Ma, Jun Guo
![Responsive image](/icpr/media/video_thumbnails/11366.jpg)
Auto-TLDR; Dual-Attention Guided Dropblock for Weakly Supervised Object Localization
Abstract Slides Poster Similar
GraphBGS: Background Subtraction Via Recovery of Graph Signals
Jhony Heriberto Giraldo Zuluaga, Thierry Bouwmans
![Responsive image](/icpr/media/video_thumbnails/11704.jpg)
Auto-TLDR; Graph BackGround Subtraction using Graph Signals
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
3D Audio-Visual Speaker Tracking with a Novel Particle Filter
Hong Liu, Yongheng Sun, Yidi Li, Bing Yang
![Responsive image](/icpr/media/video_thumbnails/11762.jpg)
Auto-TLDR; 3D audio-visual speaker tracking using particle filter based method
Abstract Slides Poster Similar
Learning Object Deformation and Motion Adaption for Semi-Supervised Video Object Segmentation
Xiaoyang Zheng, Xin Tan, Jianming Guo, Lizhuang Ma
![Responsive image](/icpr/media/video_thumbnails/11924.jpg)
Auto-TLDR; Semi-supervised Video Object Segmentation with Mask-propagation-based Model
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
Motion U-Net: Multi-Cue Encoder-Decoder Network for Motion Segmentation
Gani Rahmon, Filiz Bunyak, Kannappan Palaniappan
![Responsive image](/icpr/media/video_thumbnails/11860.jpg)
Auto-TLDR; Motion U-Net: A Deep Learning Framework for Robust Moving Object Detection under Challenging Conditions
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
A Grid-Based Representation for Human Action Recognition
Soufiane Lamghari, Guillaume-Alexandre Bilodeau, Nicolas Saunier
![Responsive image](/icpr/media/video_thumbnails/12157.jpg)
Auto-TLDR; GRAR: Grid-based Representation for Action Recognition in Videos
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
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties
Soha Sadat Mahdi, Nele Nauwelaers, Philip Joris, Giorgos Bouritsas, Imperial London, Sergiy Bokhnyak, Susan Walsh, Mark Shriver, Michael Bronstein, Peter Claes
![Responsive image](/icpr/media/video_thumbnails/11056.jpg)
Auto-TLDR; Multi-biometric Fusion for Biometric Verification using 3D Facial Mesures
6D Pose Estimation with Correlation Fusion
Yi Cheng, Hongyuan Zhu, Ying Sun, Cihan Acar, Wei Jing, Yan Wu, Liyuan Li, Cheston Tan, Joo-Hwee Lim
![Responsive image](/icpr/media/video_thumbnails/11210.jpg)
Auto-TLDR; Intra- and Inter-modality Fusion for 6D Object Pose Estimation with Attention Mechanism
Abstract Slides Poster Similar
Multi-Scale Keypoint Matching
![Responsive image](/icpr/media/video_thumbnails/11487.jpg)
Auto-TLDR; Multi-Scale Keypoint Matching Using Multi-Scale Information
Abstract Slides Poster Similar
Joint Learning Multiple Curvature Descriptor for 3D Palmprint Recognition
Lunke Fei, Bob Zhang, Jie Wen, Chunwei Tian, Peng Liu, Shuping Zhao
![Responsive image](/icpr/media/video_thumbnails/10868.jpg)
Auto-TLDR; Joint Feature Learning for 3D palmprint recognition using curvature data vectors
Abstract Slides Poster Similar
Embedding Shared Low-Rank and Feature Correlation for Multi-View Data Analysis
Zhan Wang, Lizhi Wang, Hua Huang
![Responsive image](/icpr/media/video_thumbnails/11046.jpg)
Auto-TLDR; embedding shared low-rank and feature correlation for multi-view data analysis
Abstract Slides Poster Similar
Coarse to Fine: Progressive and Multi-Task Learning for Salient Object Detection
Dong-Goo Kang, Sangwoo Park, Joonki Paik
![Responsive image](/icpr/media/video_thumbnails/11019.jpg)
Auto-TLDR; Progressive and mutl-task learning scheme for salient object detection
Abstract Slides Poster Similar
Coarse-To-Fine Foreground Segmentation Based on Co-Occurrence Pixel-Block and Spatio-Temporal Attention Model
![Responsive image](/icpr/media/video_thumbnails/11312.jpg)
Auto-TLDR; Foreground Segmentation from coarse to Fine Using Co-occurrence Pixel-Block Model for Dynamic Scene
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
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
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
A Spectral Clustering on Grassmann Manifold Via Double Low Rank Constraint
Xinglin Piao, Yongli Hu, Junbin Gao, Yanfeng Sun, Xin Yang, Baocai Yin
![Responsive image](/icpr/media/video_thumbnails/12015.jpg)
Auto-TLDR; Double Low Rank Representation for High-Dimensional Data Clustering on Grassmann Manifold
Saliency Prediction on Omnidirectional Images with Brain-Like Shallow Neural Network
Zhu Dandan, Chen Yongqing, Min Xiongkuo, Zhao Defang, Zhu Yucheng, Zhou Qiangqiang, Yang Xiaokang, Tian Han
![Responsive image](/icpr/media/video_thumbnails/11043.jpg)
Auto-TLDR; A Brain-like Neural Network for Saliency Prediction of Head Fixations on Omnidirectional Images
Abstract Slides Poster Similar
Face Anti-Spoofing Based on Dynamic Color Texture Analysis Using Local Directional Number Pattern
Junwei Zhou, Ke Shu, Peng Liu, Jianwen Xiang, Shengwu Xiong
![Responsive image](/icpr/media/video_thumbnails/11365.jpg)
Auto-TLDR; LDN-TOP Representation followed by ProCRC Classification for Face Anti-Spoofing
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
An Improved Bilinear Pooling Method for Image-Based Action Recognition
![Responsive image](/icpr/media/video_thumbnails/11914.jpg)
Auto-TLDR; An improved bilinear pooling method for image-based action recognition
Abstract Slides Poster Similar