Papers Landmark Tracking
“Landmark Tracking” 태그가 달린 논문 24편 · 필터 해제
Nonlinear Dynamical Systems for Automatic Face Annotation in Head Tracking and Pose Estimation
Facial landmark tracking plays a vital role in applications such as facial recognition, expression analysis, and medical diagnostics. In this paper, we consider the performance of the Extended Kalman Filter (EKF) and Uns…
Landmark TrackingPose EstimationIntegrating Persian Lip Reading in Surena-V Humanoid Robot for Human-Robot Interaction
Lip reading is vital for robots in social settings, improving their ability to understand human communication. This skill allows them to communicate more easily in crowded environments, especially in caregiving and custo…
Landmark TrackingLip Readingspeech-recognitionSpeech RecognitionUnsupervised Discovery of Facial Landmarks and Head Pose
Unsupervised landmark and head pose estimation is fundamental in fields like biometrics, augmented reality, and emotion recognition, offering accurate spatial data without relying on labeled datasets. It enhances sca…
Emotion RecognitionHead Pose EstimationLandmark TrackingPose Estimation+1Testing MediaPipe Holistic for Linguistic Analysis of Nonmanual Markers in Sign Languages
Advances in Deep Learning have made possible reliable landmark tracking of human bodies and faces that can be used for a variety of tasks. We test a recent Computer Vision solution, MediaPipe Holistic (MPH), to find out …
Landmark TrackingPIPsUS: Self-Supervised Dense Point Tracking in Ultrasound
Finding point-level correspondences is a fundamental problem in ultrasound (US), since it can enable US landmark tracking for intraoperative image guidance in different surgeries, including head and neck. Most existing U…
Data AugmentationLandmark TrackingOptical Flow EstimationPoint TrackingThe Heat is On: Thermal Facial Landmark Tracking
Facial landmark tracking for thermal images requires tracking certain important regions of subjects' faces, using images from thermal images, which omit lighting and shading, but show the temperatures of their subjects. …
Landmark Tracking1DFormer: a Transformer Architecture Learning 1D Landmark Representations for Facial Landmark Tracking
Recently, heatmap regression methods based on 1D landmark representations have shown prominent performance on locating facial landmarks. However, previous methods ignored to make deep explorations on the good potentials …
Landmark TrackingLSDM: Long-Short Diffeomorphic Motion for Weakly-Supervised Ultrasound Landmark Tracking
Accurate tracking of an anatomical landmark over time has been of high interests for disease assessment such as minimally invasive surgery and tumor radiation therapy. Ultrasound imaging is a promising modality benefitin…
Landmark TrackingA Classification Model Utilizing Facial Landmark Tracking to Determine Sentence Types for American Sign Language Recognition
The deaf and hard of hearing community relies on American Sign Language (ASL) as their primary mode of communication, but communication with others who do not know ASL can be difficult, especially during emergencies wher…
Landmark TrackingSentenceSign Language RecognitionWarpPINN: Cine-MR image registration with physics-informed neural networks
Heart failure is typically diagnosed with a global function assessment, such as ejection fraction. However, these metrics have low discriminate power, failing to distinguish different types of this disease. Quantifying l…
Image RegistrationLandmark TrackingGeneralizable Deepfake Detection with Phase-Based Motion Analysis
We propose PhaseForensics, a DeepFake (DF) video detection method that leverages a phase-based motion representation of facial temporal dynamics. Existing methods relying on temporal inconsistencies for DF detection pres…
Adversarial RobustnessDeepFake DetectionFace SwappingLandmark Tracking+1Autonomous Asteroid Characterization Through Nanosatellite Swarming
This paper first defines a class of estimation problem called simultaneous navigation and characterization (SNAC), which is a superset of simultaneous localization and mapping (SLAM). A SNAC framework is then developed f…
Landmark TrackingNavigateSimultaneous Localization and MappingState EstimationLandmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory
This study proposed a deep learning-based tracking method for ultrasound (US) image-guided radiation therapy. The proposed cascade deep learning model is composed of an attention network, a mask region-based convolutiona…
Landmark TrackingregressionA Neuromorphic Vision-Based Measurement for Robust Relative Localization in Future Space Exploration Missions
Space exploration has witnessed revolutionary changes upon landing of the Perseverance Rover on the Martian surface and demonstrating the first flight beyond Earth by the Mars helicopter, Ingenuity. During their mission …
IngenuityLandmark TrackingReasoning Structural Relation for Occlusion-Robust Facial Landmark Localization
In facial landmark localization tasks, various occlusions heavily degrade the localization accuracy due to the partial observability of facial features. This paper proposes a structural relation network (SRN) for occlusi…
Face AlignmentFace GenerationLandmark TrackingRelation+1Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning
Previous cycle-consistency correspondence learning methods usually leverage image patches for training. In this paper, we present a fully convolutional method, which is simpler and more coherent to the inference process.…
Landmark TrackingPose TrackingSemantic SegmentationVideo Object Segmentation+1DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images
Cardiac tagging magnetic resonance imaging (t-MRI) is the gold standard for regional myocardium deformation and cardiac strain estimation. However, this technique has not been widely used in clinical diagnosis, as a resu…
Image RegistrationLandmark TrackingUnified Multi-Modal Landmark Tracking for Tightly Coupled Lidar-Visual-Inertial Odometry
We present an efficient multi-sensor odometry system for mobile platforms that jointly optimizes visual, lidar, and inertial information within a single integrated factor graph. This runs in real-time at full framerate u…
CPULandmark TrackingAttentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking
Although heatmap regression is considered a state-of-the-art method to locate facial landmarks, it suffers from huge spatial complexity and is prone to quantization error. To address this, we propose a novel attentive on…
Face AlignmentFacial Landmark DetectionGPULandmark Tracking+2Siamese Networks with Location Prior for Landmark Tracking in Liver Ultrasound Sequences
Image-guided radiation therapy can benefit from accurate motion tracking by ultrasound imaging, in order to minimize treatment margins and radiate moving anatomical targets, e.g., due to breathing. One way to formulate t…
Landmark Tracking