Template Matching

Description from the archive archive 2025-07-28.

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Most implemented papers archive 2025-07-28

30 shown of 64 papers with code (219 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Learning Deep Features for One-Class Classification
  16 Jan 2018 5 repositories listed Syntology ran 0 of 1 samples · 1 unverified
  We propose a deep learning-based solution for the problem of feature learning in one-class classification.
• TernausNetV2: Fully Convolutional Network for Instance Segmentation
  3 Jun 2018 3 repositories listed
  The most common approaches to instance segmentation are complex and use two-stage networks with object proposals, conditional random-fields, template matching or recurrent neural networks.
• Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions
  31 Mar 2022 2 repositories listed
  It relies on a small set of training objects to learn local object representations, which allow us to locally match the input image to a set of "templates", rendered images of the CAD models for the new objects.
• Unsupervised Human Pose Estimation through Transforming Shape Templates
  10 May 2021 2 repositories listed Syntology ran 3 of 9 samples · 6 unverified
  Human pose estimation is a major computer vision problem with applications ranging from augmented reality and video capture to surveillance and movement tracking.
• Spatial Dual-Modality Graph Reasoning for Key Information Extraction
  26 Mar 2021 2 repositories listed
  In order to roundly evaluate our proposed method as well as boost the future research, we release a new dataset named WildReceipt, which is collected and annotated tailored for the evaluation of key information…
• Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images
  13 Dec 2020 2 repositories listed
  To address this problem, we present a one-shot framework for organ and landmark localization in volumetric medical images, which does not need any annotation during the training stage and could be employed to locate any…
• Deep Phase Correlation for End-to-End Heterogeneous Sensor Measurements Matching
  21 Aug 2020 2 repositories listed
  The crucial step for localization is to match the current observation to the map.
• GradNet: Gradient-Guided Network for Visual Object Tracking
  15 Sep 2019 2 repositories listed Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
  In this work, we propose a novel gradient-guided network to exploit the discriminative information in gradients and update the template in the siamese network through feed-forward and backward operations.
• Tracking Holistic Object Representations
  21 Jul 2019 2 repositories listed
  The framework leverages the idea of obtaining additional object templates during the tracking process.
• QATM: Quality-Aware Template Matching For Deep Learning
  18 Mar 2019 2 repositories listed Syntology ran 0 of 5 samples · 5 unverified
  Finding a template in a search image is one of the core problems many computer vision, such as semantic image semantic, image-to-GPS verification \etc.
• Stochastic Distance Transform
  18 Oct 2018 2 repositories listed
  We, thus, define a stochastic distance transform (SDT), which has an adjustable robustness to noise.
• Latent Fingerprint Recognition: Role of Texture Template
  27 Apr 2018 2 repositories listed
  We propose a texture template approach, consisting of a set of virtual minutiae, to improve the overall latent fingerprint recognition accuracy.
• Deep Watershed Transform for Instance Segmentation
  24 Nov 2016 2 repositories listed Syntology ran 0 of 8 samples · 8 unverified
  Most contemporary approaches to instance segmentation use complex pipelines involving conditional random fields, recurrent neural networks, object proposals, or template matching schemes.
• R1-Track: Direct Application of MLLMs to Visual Object Tracking via Reinforcement Learning
  27 Jun 2025 1 repository listed
  Visual single object tracking aims to continuously localize and estimate the scale of a target in subsequent video frames, given only its initial state in the first frame.
• Through-the-Wall Radar Human Activity Recognition WITHOUT Using Neural Networks
  5 Jun 2025 1 repository listed
  After a few years of research in the field of through-the-wall radar (TWR) human activity recognition (HAR), I found that we seem to be stuck in the mindset of training on radar image data through neural network models.
• Clustering Internet Memes Through Template Matching and Multi-Dimensional Similarity
  30 Apr 2025 1 repository listed
  Meme clustering is critical for toxicity detection, virality modeling, and typing, but it has received little attention in previous research.
• BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection
  21 Nov 2024 1 repository listed
  Spoken term detection (STD) is often hindered by reliance on frame-level features and the computationally intensive DTW-based template matching, limiting its practicality.
• Image Matching Filtering and Refinement by Planes and Beyond
  14 Nov 2024 1 repository listed
  This paper introduces a modular, non-deep learning method for filtering and refining sparse correspondences in image matching.
• MARs: Multi-view Attention Regularizations for Patch-based Feature Recognition of Space Terrain
  7 Oct 2024 1 repository listed
  The visual detection and tracking of surface terrain is required for spacecraft to safely land on or navigate within close proximity to celestial objects.
• Quantifying the Resolution of a Template after Image Registration
  27 Feb 2024 1 repository listed
  In many image processing applications (e.
• ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe
  28 Dec 2023 1 repository listed
  We present ARTrackV2, which integrates two pivotal aspects of tracking: determining where to look (localization) and how to describe (appearance analysis) the target object across video frames.
• Thoracic Cartilage Ultrasound-CT Registration using Dense Skeleton Graph
  7 Jul 2023 1 repository listed
  To address this challenge, a graph-based non-rigid registration is proposed to enable transferring planned paths from the atlas to the current setup by explicitly considering subcutaneous bone surface features instead…
• Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour Fields
  26 Jun 2023 1 repository listed
  A vector quantization step is introduced before the NN calculation to represent the template with k features, and the filter response over the NNFs is used to compare the template and query distributions over the…
• L2V2T2Calib: Automatic and Unified Extrinsic Calibration Toolbox for Different 3D LiDAR, Visual Camera and Thermal Camera
  7 Jun 2023 1 repository listed
  To unify the process, an important step is to automatically and robustly detect the target from different types of LiDARs.
• Self-supervised Vision Transformers for 3D Pose Estimation of Novel Objects
  31 May 2023 1 repository listed
  This work evaluates and demonstrates the differences between self-supervised CNNs and Vision Transformers for deep template matching.
• Evaluation of a Canonical Image Representation for Sidescan Sonar
  18 Apr 2023 1 repository listed
  In this paper, a canonical transformation method consisting of intensity correction and slant range correction is proposed to decrease the above distortion.
• DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic Grasping
  6 Apr 2023 1 repository listed
  In this work, we are interested in open sets where the number of classes is unknown, varying, and without pre-knowledge about the objects' types.
• Learning Accurate Template Matching with Differentiable Coarse-to-Fine Correspondence Refinement
  15 Mar 2023 1 repository listed
  To tackle the challenges, we propose an accurate template matching method based on differentiable coarse-to-fine correspondence refinement.
• Nonlinear Intensity, Scale and Rotation Invariant Matching for Multimodal Images
  28 Feb 2023 1 repository listed
  We present an effective method for the matching of multimodal images.
• scPrisma infers, filters and enhances topological signals in single-cell data using spectral template matching
  27 Feb 2023 1 repository listed
  Single-cell RNA sequencing has been instrumental in uncovering cellular spatiotemporal context.

Syntology lines on 5 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.