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- research-articleMarch 2024
Pictorial and Apictorial Polygonal Jigsaw Puzzles from Arbitrary Number of Crossing Cuts
International Journal of Computer Vision (IJCV), Volume 132, Issue 9Pages 3428–3462https://doi.org/10.1007/s11263-024-02033-7AbstractJigsaw puzzle solving, the problem of constructing a coherent whole from a set of non-overlapping unordered visual fragments, is fundamental to numerous applications, and yet most of the literature of the last two decades has focused thus far on ...
- research-articleMarch 2024
- research-articleSeptember 2023
Building 3D Generative Models from Minimal Data
International Journal of Computer Vision (IJCV), Volume 132, Issue 2Pages 555–580https://doi.org/10.1007/s11263-023-01870-2AbstractWe propose a method for constructing generative models of 3D objects from a single 3D mesh and improving them through unsupervised low-shot learning from 2D images. Our method produces a 3D morphable model that represents shape and albedo in terms ...
- research-articleDecember 2022
A Realism Metric for Generated LiDAR Point Clouds
International Journal of Computer Vision (IJCV), Volume 130, Issue 12Pages 2962–2979https://doi.org/10.1007/s11263-022-01676-8AbstractA considerable amount of research is concerned with the generation of realistic sensor data. LiDAR point clouds are generated by complex simulations or learned generative models. The generated data is usually exploited to enable or improve ...
- research-articleNovember 2022
Snowvision: Segmenting, Identifying, and Discovering Stamped Curve Patterns from Fragments of Pottery
- Yuhang Lu,
- Jun Zhou,
- Sam T. McDorman,
- Canyu Zhang,
- Deja Scott,
- Jake Bukuts,
- Colin Wilder,
- Karen Y. Smith,
- Song Wang
International Journal of Computer Vision (IJCV), Volume 130, Issue 11Pages 2707–2732https://doi.org/10.1007/s11263-022-01669-7AbstractIn southeastern North America, Indigenous potters and woodworkers carved complex, primarily abstract, designs into wooden pottery paddles, which were subsequently used to thin the walls of hand-built, clay vessels. Original paddle designs carry ...
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- research-articleSeptember 2022
Pairwise Alignment of Archaeological Fragments Through Morphological Characterization of Fracture Surfaces
International Journal of Computer Vision (IJCV), Volume 130, Issue 9Pages 2184–2204https://doi.org/10.1007/s11263-022-01635-3AbstractWe design a computational method to align pairs of counter-fitting fracture surfaces of digitized archaeological artefacts. The challenge is to achieve an accurate fit, even though the data is inherently lacking material through abrasion, missing ...
- research-articleAugust 2022
3D Semantic Scene Completion: A Survey
International Journal of Computer Vision (IJCV), Volume 130, Issue 8Pages 1978–2005https://doi.org/10.1007/s11263-021-01504-5AbstractSemantic scene completion (SSC) aims to jointly estimate the complete geometry and semantics of a scene, assuming partial sparse input. In the last years following the multiplication of large-scale 3D datasets, SSC has gained significant momentum ...
- research-articleJune 2022
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature
International Journal of Computer Vision (IJCV), Volume 130, Issue 6Pages 1474–1493https://doi.org/10.1007/s11263-022-01610-yAbstractThe Average Mixing Kernel Signature is a novel spectral signature for points on non-rigid three-dimensional shapes. It is based on a quantum exploration process of the shape surface, where the average transition probabilities between the points of ...
- research-articleDecember 2021
3D-FUTURE: 3D Furniture Shape with TextURE
International Journal of Computer Vision (IJCV), Volume 129, Issue 12Pages 3313–3337https://doi.org/10.1007/s11263-021-01534-zAbstractThe 3D CAD shapes in current 3D benchmarks are mostly collected from online model repositories. Thus, they typically have insufficient geometric details and less informative textures, making them less attractive for comprehensive and subtle ...
- research-articleNovember 2021
Assignment Flow for Order-Constrained OCT Segmentation
International Journal of Computer Vision (IJCV), Volume 129, Issue 11Pages 3088–3118https://doi.org/10.1007/s11263-021-01520-5AbstractAt the present time optical coherence tomography (OCT) is among the most commonly used non-invasive imaging methods for the acquisition of large volumetric scans of human retinal tissues and vasculature. The substantial increase of accessible ...
- research-articleOctober 2021
Spectral Shape Recovery and Analysis Via Data-driven Connections
International Journal of Computer Vision (IJCV), Volume 129, Issue 10Pages 2745–2760https://doi.org/10.1007/s11263-021-01492-6AbstractWe introduce a novel learning-based method to recover shapes from their Laplacian spectra, based on establishing and exploring connections in a learned latent space. The core of our approach consists in a cycle-consistent module that maps between ...
- research-articleSeptember 2021
Learning to Caricature via Semantic Shape Transform
International Journal of Computer Vision (IJCV), Volume 129, Issue 9Pages 2663–2679https://doi.org/10.1007/s11263-021-01489-1AbstractCaricature is an artistic drawing created to abstract or exaggerate facial features of a person. Rendering visually pleasing caricatures is a difficult task that requires professional skills, and thus it is of great interest to design a method to ...
- research-articleAugust 2021
A Numerical Framework for Elastic Surface Matching, Comparison, and Interpolation
International Journal of Computer Vision (IJCV), Volume 129, Issue 8Pages 2425–2444https://doi.org/10.1007/s11263-021-01476-6AbstractSurface comparison and matching is a challenging problem in computer vision. While elastic Riemannian metrics provide meaningful shape distances and point correspondences via the geodesic boundary value problem, solving this problem numerically ...
- research-articleApril 2021
Parallel Single-Pixel Imaging: A General Method for Direct–Global Separation and 3D Shape Reconstruction Under Strong Global Illumination
International Journal of Computer Vision (IJCV), Volume 129, Issue 4Pages 1060–1086https://doi.org/10.1007/s11263-020-01413-zAbstractWe present parallel single-pixel imaging (PSI), a photography technique that captures light transport coefficients and enables the separation of direct and global illumination, to achieve 3D shape reconstruction under strong global illumination. ...
- research-articleJune 2020
A Face Fairness Framework for 3D Meshes
International Journal of Computer Vision (IJCV), Volume 128, Issue 6Pages 1565–1579https://doi.org/10.1007/s11263-019-01268-zAbstractIn this paper, we present a face fairness framework for 3D meshes that preserves the regular shape of faces and is applicable to a variety of 3D mesh restoration tasks. Specifically, we present a number of desirable properties for any mesh ...
- research-articleApril 2020
Learning Single-Image 3D Reconstruction by Generative Modelling of Shape, Pose and Shading
International Journal of Computer Vision (IJCV), Volume 128, Issue 4Pages 835–854https://doi.org/10.1007/s11263-019-01219-8AbstractWe present a unified framework tackling two problems: class-specific 3D reconstruction from a single image, and generation of new 3D shape samples. These tasks have received considerable attention recently; however, most existing approaches rely ...
- research-articleApril 2020
Minimal Solvers for Rectifying from Radially-Distorted Scales and Change of Scales
International Journal of Computer Vision (IJCV), Volume 128, Issue 4Pages 950–968https://doi.org/10.1007/s11263-019-01216-xAbstractThis paper introduces the first minimal solvers that jointly estimate lens distortion and affine rectification from the image of rigidly-transformed coplanar features. The solvers work on scenes without straight lines and, in general, relax strong ...
- research-articleJanuary 2020
Shape-From-Template with Curves
International Journal of Computer Vision (IJCV), Volume 128, Issue 1Pages 121–165https://doi.org/10.1007/s11263-019-01214-zAbstractShape-from-Template (SfT) is the problem of using a shape template to infer the shape of a deformable object observed in an image. The usual case of SfT is ‘Surface’ SfT, where the shape is a 2D surface embedded in 3D, and the image is a 2D ...
- research-articleDecember 2019
A Differential Approach to Shape from Polarisation: A Level-Set Characterisation
International Journal of Computer Vision (IJCV), Volume 127, Issue 11-12Pages 1680–1693https://doi.org/10.1007/s11263-018-1127-xAbstractDespite the longtime research aimed at retrieving geometrical information of an object from polarimetric imaging, physical limitations in the polarisation phenomena constrain current approaches to provide ambiguous depth estimation. As an ...
- research-articleDecember 2019
Learning to Predict 3D Surfaces of Sculptures from Single and Multiple Views
International Journal of Computer Vision (IJCV), Volume 127, Issue 11-12Pages 1780–1800https://doi.org/10.1007/s11263-018-1124-0AbstractThe objective of this work is to reconstruct the 3D surfaces of sculptures from one or more images using a view-dependent representation. To this end, we train a network, SiDeNet, to predict the Silhouette and Depth of the surface given a variable ...