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Video Object Tracking

Video Object Detection aims to detect targets in videos using both spatial and temporal information. It's usually deeply integrated with tasks such as Object Detection and Object Tracking.

Papers

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Showing 51–98 of 98 papers

TitleStatusHype
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual TrackingCode1
Contrastive Transformation for Self-supervised Correspondence LearningCode1
Learning Discriminative Model Prediction for TrackingCode0
Argus: Efficient Activity Detection System for Extended Video AnalysisCode0
Distractor-aware Siamese Networks for Visual Object TrackingCode0
Efficient Visual Tracking with Exemplar TransformersCode0
Fast Visual Object Tracking with Rotated Bounding BoxesCode0
Fully Convolutional Siamese Networks for Change DetectionCode0
High Performance Visual Tracking With Siamese Region Proposal NetworkCode0
Hopper: Multi-hop Transformer for Spatiotemporal ReasoningCode0
Know Your Surroundings: Exploiting Scene Information for Object TrackingCode0
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual TrackingCode0
Learning Background-Aware Correlation Filters for Visual TrackingCode0
Learning Spatial-Temporal Regularized Correlation Filters for Visual TrackingCode0
Learning Target Candidate Association to Keep Track of What Not to TrackCode0
Attention over learned object embeddings enables complex visual reasoningCode0
Robust Estimation of Similarity Transformation for Visual Object TrackingCode0
SPARK: Spatial-aware Online Incremental Attack Against Visual TrackingCode0
Staple: Complementary Learners for Real-Time TrackingCode0
TDIOT: Target-driven Inference for Deep Video Object TrackingCode0
Transforming Model Prediction for TrackingCode0
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic VideosCode0
Robust video object tracking via Bayesian model averaging based feature fusion—0
Robust Visual Tracking by Motion Analyzing—0
In Defense of Color-Based Model-Free Tracking—0
Improving Human Annotation in Single Object Tracking—0
Automatic tracking of protein vesicles—0
VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking—0
High-speed Tracking with Multi-kernel Correlation Filters—0
Gaga: Group Any Gaussians via 3D-aware Memory Bank—0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking—0
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching—0
Enhancing Self-Supervised Fine-Grained Video Object Tracking with Dynamic Memory Prediction—0
TFCNet: Temporal Fully Connected Networks for Static Unbiased Temporal Reasoning—0
End-to-end Deep Object Tracking with Circular Loss Function for Rotated Bounding Box—0
Depth-Adaptive Computational Policies for Efficient Visual Tracking—0
Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking—0
DAWN: Dual Augmented Memory Network for Unsupervised Video Object Tracking—0
Context-Aware Correlation Filter Tracking—0
A Comparison of CNN and Classic Features for Image Retrieval—0
Evaluating and Improving Interactions with Hazy Oracles—0
Unsupervised learning-based long-term superpixel tracking—0
MAVOT: Memory-Augmented Video Object Tracking—0
Learning Spatially Regularized Correlation Filters for Visual Tracking—0
Integration of Regularized l1 Tracking and Instance Segmentation for Video Object Tracking—0
INFERNO: Inferring Object-Centric 3D Scene Representations without Supervision—0
Video object tracking based on YOLOv7 and DeepSORT—0
Robust video object tracking using particle filter with likelihood based feature fusion and adaptive template updating—0
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