The proceedings contain 34 papers. The topics discussed include: extending lidar depth range using stereo depth estimation on intensity data;transformers for microscopy slide image segmentation of invasive melanoma;in...
The proceedings contain 34 papers. The topics discussed include: extending lidar depth range using stereo depth estimation on intensity data;transformers for microscopy slide image segmentation of invasive melanoma;intracell capacitances in pixel-level hybrid bond image sensor cells;self-attention enhanced recognition: a unified model for handwriting and scene-text recognition with improved inference;evaluation of subjective video quality of television displays;experimental study on reducing wavelength dependency of spatial resolution characteristics of a digital camera by MTF correction;comparative analysis of user experience in virtual reality (VR) and mixed reality (MR) systems using eye-tracking measurements;RAIV: researchable archives for interactive visualizations;mobile 3D mapping of Erdstall facilities;real-time stereoscopic image-parallel path tracing;automatic reading order sequencing: a novel reading order generator for text-based documents;and improving video deepfake detection: a DCT-based approach with patch-level analysis.
The proceedings contain 166 papers. The topics discussed include: data visualization and analysis of playing styles in tennis;crosstalk minimization method for eye-tracking-based 3D display;detecting deepfakes with Ha...
The proceedings contain 166 papers. The topics discussed include: data visualization and analysis of playing styles in tennis;crosstalk minimization method for eye-tracking-based 3D display;detecting deepfakes with Haralick’s texture properties;turkey behavior identification system with a GUI using deep learning and video analytics;projection methods for finding intersection of two convex sets and their use in signal processing problems;high-speed inline computational imaging for area scan cameras;interdisciplinary immersive experiences within artistic research, social and cognitive sciences;a single chip PPG sensor with enhanced IR sensitivity for low power and small size;single chip auto-valet parking system with TDA4VMID SoC;boosting computervision performance by enhancing camera ISP;transfer learning with style transfer between the photorealistic and artistic domain;knowledge distillation from multispectral images for fish freshness estimation;next best light position: a self-configuring approach for the reflectance transformation imaging acquisition process;experimental study for revising visual noise measurement of ISO 15739;and computational identification of significant actors in paintings through symbols and attributes.
The proceedings contain 174 papers. The topics discussed include: appearance segmentation and documentation applied to cultural heritage surfaces;end-to-end evaluation of practical video analytics systems for face det...
The proceedings contain 174 papers. The topics discussed include: appearance segmentation and documentation applied to cultural heritage surfaces;end-to-end evaluation of practical video analytics systems for face detection and recognition;testing the role of vision spatial processing in color deficiency;a lightweight exposure bracketing strategy for HDR imaging without access to camera raw;style transfer for improved visualization of underdrawings and ghost paintings: an application to a work by Vincent van Gogh;tangible extended reality with sensor fusion;orca: an end-to-end video object removal framework with cropping interested region and quality assessment;simulation and design of a burst mode 20mfps global shutter high conversion gain CMOS image sensor in a standard 180nm CMOS image sensor process using sequential transfer gates;3D joist perception, detection, and climbing for hexapod robot;synthetic speech attribution using self-supervised audio spectrogram transformer;incidence of stereo blindness in a recent VR distance perception user study;mesh distance for dimension reduction and visualization of numerical simulation data;and teaching color science to EECS students using interactive tutorials: tools and lessons.
The proceedings contain 269 papers. The topics discussed include: high-speed multiview 3D structured light imaging technique;integration of advanced stereo obstacle detection with perspectively correct surround views;...
The proceedings contain 269 papers. The topics discussed include: high-speed multiview 3D structured light imaging technique;integration of advanced stereo obstacle detection with perspectively correct surround views;recreating Van Gogh's original colors on museum displays;modeling long range features from serial section imagery of continuous fiber reinforced composites;the quality of stereo disparity in the polar regions of a stereo panorama;do different radiologists perceive medical images the same way? some insights from representational similarity analysis;the intersection of artificial intelligence and augmented reality;self-calibrated surface acquisition for integrated positioning verification in medical applications;gradient management and algebraic reconstruction for single image super resolution;segmentation-based detection of local defects on printed pages;automated optical inspection for abnormal-shaped packages;towards combining domain knowledge and deep learning for computational imaging;a 360-degrees holographic true 3D display unit using a Fresnel phase plate;and visual analytic process to familiarize the average person with ways to apply machine learning.
The proceedings contain 154 papers. The topics discussed include: feature-driven 3d range geometry compression via spatially-aware depth encoding;open source deep learning inference libraries for autonomous driving sy...
The proceedings contain 154 papers. The topics discussed include: feature-driven 3d range geometry compression via spatially-aware depth encoding;open source deep learning inference libraries for autonomous driving systems;problems in image target-based color correction;improvement of aerial image by simulations;recognition-aware learned image compression;artist-specific style transfer for semantic segmentation of paintings: the value of large corpora of surrogate artworks;data visualization of crime data using immersive virtual reality;a comparison of non-experts and experts using DSIS method;contrast enhancement: cross-modal learning approach for medical images;a continuous bitstream-based blind video quality assessment using multi-layer perceptron;correspondences for image and video reconstruction;design and analysis on low-power and low-noise single slope ADC for digital pixel sensors;incremental two-network approach to develop a purity analyzer system for canola seeds;advantage of machine learning over maximum likelihood in limited-angle low-photon x-ray tomography;image montage detection based on image segmentation and robust hashing techniques;chatbot integrated with machine learning deployed in the cloud and performance evaluation;and the relationship between vision and simulated remote vision system air refueling performance.
The proceedings contain 283 papers. The topics discussed include: a new training model for object detection in aerial images;managing crops across spatial and temporal scales - the roles of UAS and satellite remote se...
The proceedings contain 283 papers. The topics discussed include: a new training model for object detection in aerial images;managing crops across spatial and temporal scales - the roles of UAS and satellite remote sensing;a gaze-contingent system for foveated multiresolution visualization of vector and volumetric data;capturing and 3D rendering of optical behavior: the physical approach to realism;tereoscopic 3D optic flow distortions caused by mismatches between image acquisition and display parameters (JIST-first);active shooter response training environment for a building evacuation in a collaborative virtual environment;learning a CNN on multiple sclerosis lesion segmentation with self-supervision;reducing invertible embedding distortion using graph matching model;creating high-resolution 360-degree single-line 25k video content for modern conference rooms using film compositing techniques;spectral reproduction: drivers, use cases and workflow;SPECTRANET: a deep model for skin oxygenation measurement from multi-spectral data;automotive image quality concepts for the next SAE levels: color separation and contrast detection probability;a 4-tap global shutter pixel with enhanced IR sensitivity for VGA time-of-flight CMOS image sensors;small object bird detection in infrared drone videos using mask R-CNN deep learning;real-world fence removal from a single-image via deep neural network;and perceptual quality assessment of enhanced images using a crowd-sourcing framework.
We present a line-scan stereo system and descriptor-based dense stereo matching for high-performance visionapplications. Additionally we introduce a post-processing step based on total variation (TV) regularization f...
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This paper presents an accurate and robust surgical instrument recognition algorithm to be used as part of a Robotic Scrub Nurse (RSN). Surgical instruments are often cluttered, occluded and displaying specular light,...
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Performing reliable and computationally efficient loop closure detection in real-world environments still remains a challenging problem. In this paper, we propose a novel method for efficient loop closure detection in...
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As most robot navigation systems for large-scale outdoor applications have been implemented based on high-end sensors, it is still challenging to implement a low-cost autonomous ground-based vehicle. This paper presen...
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