Residual Vision Transformer and Adaptive Fusion Autoencoders for Monocular Depth Estimation by Wei-Jong Yang, Chih-Chen Wu, Jar-Ferr Yang

“…Through recent advancements in deep learning technologies, monocular depth estimation, with its simplicity, has surpassed the traditional stereo camera systems, bringing new possibilities in 3D sensing. …”
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Forward Models Applied in Visual Servoing for a Reaching Task in the iCub Humanoid Robot by Daniel Fernando Tello Gamarra, Lord Kenneth Pinpin, Cecilia Laschi, Paolo Dario

“…The reaching task must be accomplished by a humanoid robot with 53 degrees of freedom (d.o.f.) and a stereo-vision system. We have explored via simulations a new way of constructing and utilizing a forward model that encodes eye–hand relationships. …”
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Sensitivity of Model Estimates of CME Propagation and Arrival Time to Inner Boundary Conditions by Lauren A. James, Christopher J. Scott, Luke A. Barnard, Mathew J. Owens, Matthew S. Lang, Shannon R. Jones

“…By highlighting the impact CME shape has on Root‐Mean‐Square‐Error (RMSE) values, we show that time‐elongation profiles of fronts captured by the Heliospheric Imager (HI) instruments onboard NASA's STEREO mission match those of the modeled CME nose and flank and can therefore be used to infer details of the longitudinal extent of the CME. …”
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Time‐of‐Arrival of Coronal Mass Ejections: A Two‐Phase Kinematics Approach Based on Heliospheric Imaging Observations by Evangelos Paouris, Angelos Vourlidas

“…In a nod toward a forecasting scheme, we consider Earth‐directed CMEs, use kinematic measurements only from the Heliospheric Imagers aboard both STEREO spacecraft, treat each spacecraft separately to increase the event statistics, analyze the measurements in a data‐assimilative fashion, and intercompare them against three localization schemes for single viewpoint observations (fixed‐φ, harmonic mean and self‐similar expansion). …”
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ViPar: High-Level Design Space Exploration for Parallel Video Processing Architectures by Karim M. A. Ali, Rabie Ben Atitallah, Abdessamad Ait El Cadi, Nizar Fakhfakh, Jean-Luc Dekeyser

“…In the experimental validation, we used ViPar tool to generate automatically an efficient hardware implementation for a Multiwindow Sum of Absolute Difference stereo matching algorithm on Xilinx Zynq ZC706 board. …”
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Demise of Kreutz Sungrazing Comet C/2024 S1 (ATLAS) by David Jewitt, Jane Luu, Jing Li

“…We also use coronagraphic observations from the STEREO-A spacecraft to study C/2024 S1 at heliocentric distances  ≲ 0.1 au. …”
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In vitro evaluation of the physical characteristics and push-out bond strength of new experimental nano-MTA by Nada Omar, Yousra Aly, Haidy N. Salem

“…The de-bonded specimens were examined under the stereo-microscope to assess fracture mode. Results Nano-MTA and MTA angelus were similar in pH change, setting time and push-out strength records. …”
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Irregular seeds DEM parameters prediction based on 3D point cloud and GA-BP-GA optimization by Yuling Shao, Qing Wang, Hao Sun, Xinting Ding

“…A 3D point cloud reconstruction method based on Structure-from-Motion Multi-View Stereo (SfM-MVS) was employed to accurately extract 3D models of small and irregularly shaped seeds. …”
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HESPERIA REleASE+: Improving Solar Proton Event Forecasting by Means of Automated Recognition of Type‐III Radio Bursts by Arik Posner, Olga Ε. Malandraki, Michalis Karavolos, Kostas Tziotziou, Fanis Smanis, Bernd Heber, Henrik Dröge, Patrick Kühl, Giorgos P. Veldes

“…The High Energy Solar Particle Events foRecastIng and Analysis (HESPERIA) REleASE+ system, which takes advantage of availability of real‐time solar radio observations during the passage of STEREO‐A by Earth in 2023, has now been incorporated in the HESPERIA framework. …”
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SEEG-Based Bilateral Seizure Network Analysis for Neurostimulation Treatment by Genchang Peng, Mehrdad Nourani, Jay Harvey

“…Epilepsy patients with drug-resistant seizures emanating from two or more distinct regions of left and right hemispheres are the primary candidates for neurostimulation treatment. Stereo-electroencephalography (SEEG) is a minimally invasive technique to monitor and evaluate brain activities during seizures before stimulator implantation. …”
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Effect of Apical Preparation on Different Needle Depth Penetration. by Samara Gurgis Essa, Razawa Kareem Saeed, Diyar Khalid Baker

“…The access opening was performed by using a round diamond bur turbine (diameter 12) and Kfiles (diameter 15) were used for initial penetration in the canal. Stereo- microscope under 20 magnifications was used to determine the working length of the canal. …”
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Three-Dimensional Reconstruction of Tunnel Face Based on Multiple Images by Wenge Qiu, Liao Jian, Yunjian Cheng, Hengbin Bai

“…Therefore, patch-based multiview stereo (PMVS) is used to reconstruct dense point cloud from the sparse point cloud. …”
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Postural instability and gait disturbance are associated with abnormal stereopsis in Parkinson's disease. by Jungyeun Lee, Sung Hoon Kang, Seong-Beom Koh

“…To evaluate stereopsis, we used Titmus stereo test plates. Stereopsis testing was performed only once at the time of the patient's initial PD diagnosis. …”
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UnDER: Unsupervised Dense Point Cloud Extraction Routine for UAV Imagery Using Deep Learning by John Ray Bergado, Francesco Nex

“…We propose a novel disparity-shifting procedure to enable the use of a stereo matching network pretrained on an entirely different typology of image data in the disparity-estimation step of UnDER. …”
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Kansei Analysis of the Japanese Residential Garden and Development of a Low-Cost Virtual Reality Kansei Engineering System for Gardens by Tatsuro Matsubara, Shigekazu Ishihara, Mitsuo Nagamachi, Yukihiro Matsubara

“…The garden is shown in public-view style with stereo 3D graphic projection. The rendering is scalable from low to high resolution and enables drop object shadowing, which is indispensable for considering the effect of daytime changes in insolation. …”
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Modelling and Estimation of Interior Orientation of Non-Metric Cameras using Artificial Intelligence by Hasanain A. Ajjah, Ahmed H H Alboabidallah, Mamoun U. Mohammed, Awesar A. Hussain

“…Optimization was performed by Utilizing the Simulated Annealing algorithm based on stereo calibration to obtain the best possible values of these parameters that produce the minimum RMS-reprojection error attained. …”
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Position Determination for Dynamic Scenes With Unsynchronized Image Sequences by Kai Guo, Rui Cao, Chenyang Yue, Xin Zhou, Boyu Liu

“…Solving the stereo camera synchronization problem or estimating the temporal offset for dynamic scenes in triangulation is crucial in computer vision and photogrammetry. …”
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Stereomicroscopic Evaluation of Sealing Ability of Three Different Furcal Perforation Repair Materials: An In vitro Study by Sriparna De, N Sathyajith Naik, Shivangi Sharma, Pallavi Vashisth, Rasleen Dua, Priya Maheshwari

“…The teeth were sectioned longitudinally and the linear dye penetration was measured using a stereo-microscope. Results: The one-way analysis of variance (ANOVA) revealed a statistically significant difference among the groups (F = 16.15, P < 0.001). …”
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Subjective Evaluation of Music Compressed with the ACER Codec Compared to AAC, MP3, and Uncompressed PCM by Stuart Cunningham, Iain McGregor

“…However, in terms of participants’ perceptions of the stereo field, all formats under test performed as well as each other, with no statistically significant differences. …”
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Evaluation of Toxicological Risks and Effects of Microplastics on Nile Tilapia (Oreochromisniloticus) under in Vitro Laboratory Conditions by Macarius Pancras Mtega, Matobola Joel Mihale, Kessy Fidel Kilulya

“…Engulfed microplastics were determined using stereo microscope and At-IR spectrophotometer for confirmation. …”
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