Joint optimisation for object class segmentation and dense stereo reconstruction

Joint optimisation for object class segmentation and dense stereo reconstruction

The problems of dense stereo reconstruction and object class segmentation can both be formulated as Conditional Random Field based labelling problems, in which every pixel in the image is assigned a label corresponding to either its disparity, or an object class such as road or building. While these...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Ladický, L, Sturgess, P, Russell, C, Sengupta, S, Bastanlar, Y, Clocksin, W, Torr, PHS
Fformat:	Conference item
Iaith:	English
Cyhoeddwyd:	British Machine Vision Association 2010

Eitemau Tebyg

Joint optimization for object class segmentation and dense stereo reconstruction
gan: Ladický, L, et al.
Cyhoeddwyd: (2011)

Automatic dense visual semantic mapping from street-level imagery
gan: Sengupta, S, et al.
Cyhoeddwyd: (2012)

Associative hierarchical CRFs for object class image segmentation
gan: Ladický, L, et al.
Cyhoeddwyd: (2009)

Dense semantic image segmentation with objects and attributes
gan: Zheng, S, et al.
Cyhoeddwyd: (2014)

Scalable cascade inference for semantic image segmentation
gan: Sturgess, P, et al.
Cyhoeddwyd: (2012)

Dense stereo using pivoted dynamic programming
gan: Torr, PHS, et al.
Cyhoeddwyd: (2004)

What, where and how many? Combining object detectors and CRFs
gan: Ladický, L, et al.
Cyhoeddwyd: (2010)

Combining appearance and structure from motion features for road scene understanding
gan: Sturgess, P, et al.
Cyhoeddwyd: (2009)

Collaborative large-scale dense 3D reconstruction with online inter-agent pose optimisation
gan: Golodetz, S, et al.
Cyhoeddwyd: (2018)

Efficient dense stereo with occlusions for new view-synthesis by four-state dynamic programming
gan: Criminisi, A, et al.
Cyhoeddwyd: (2006)

Global stereo reconstruction under second order smoothness priors
gan: Woodford, OJ, et al.
Cyhoeddwyd: (2008)

Urban 3D semantic modelling using stereo vision
gan: Sengupta, S, et al.
Cyhoeddwyd: (2013)

Learning class-specific edges for object detection and segmentation
gan: Prasad, M, et al.
Cyhoeddwyd: (2006)

Improved initialization and Gaussian mixture pairwise terms for dense random fields with mean-field inference
gan: Vineet, V, et al.
Cyhoeddwyd: (2012)

Human instance segmentation from video using detector-based conditional random fields
gan: Vineet, V, et al.
Cyhoeddwyd: (2011)

Incremental dense semantic stereo fusion for large-scale semantic scene reconstruction.
gan: Vineet, V, et al.
Cyhoeddwyd: (2015)

Locally linear support vector machines
gan: Ladický, L, et al.
Cyhoeddwyd: (2011)

Joint stereo 3D object detection and implicit surface reconstruction
gan: Shichao Li, et al.
Cyhoeddwyd: (2024-06-01)

An object category specific mrf for segmentation
gan: Kumar, MP, et al.
Cyhoeddwyd: (2007)

Incremental dense multi-modal 3D scene reconstruction
gan: Miksik, O, et al.
Cyhoeddwyd: (2015)

Exact and approximate inference in associative hierarchical networks using graph cuts
gan: Russell, C, et al.
Cyhoeddwyd: (2010)

Graph cut based inference with co-occurrence statistics
gan: Ladicky, L, et al.
Cyhoeddwyd: (2010)

Inference methods for CRFs with co-occurrence statistics
gan: Ladický, Ľ, et al.
Cyhoeddwyd: (2012)

Associative hierarchical random fields
gan: Ladický, L, et al.
Cyhoeddwyd: (2013)

Multi-view stereo via volumetric graph-cuts
gan: Vogiatzis, G, et al.
Cyhoeddwyd: (2005)

Learning to adapt for stereo
gan: Tonioni, A, et al.
Cyhoeddwyd: (2020)

Robust higher order potentials for enforcing label consistency
gan: Kohli, P, et al.
Cyhoeddwyd: (2008)

Latent SVMs for human detection with a locally affine deformation field
gan: Ladický, L, et al.
Cyhoeddwyd: (2012)

Robust higher order potentials for enforcing label consistency
gan: Kohli, P, et al.
Cyhoeddwyd: (2009)

BNV-Fusion: dense 3D reconstruction using bi-level neural volume fusion
gan: Li, K, et al.
Cyhoeddwyd: (2022)

BNV-fusion: dense 3D reconstruction using bi-level neural volume fusion
gan: Li, K, et al.
Cyhoeddwyd: (2022)

Discovering class-specific pixels for weakly-supervised semantic segmentation
gan: Chaudhry, A, et al.
Cyhoeddwyd: (2017)

On new view synthesis using multiview stereo
gan: Woodford, OJ, et al.
Cyhoeddwyd: (2007)

Vision transformers: from semantic segmentation to dense prediction
gan: Zhang, L, et al.
Cyhoeddwyd: (2024)

Real-time dense stereo matching with ELAS on FPGA accelerated embedded devices
gan: Rahnama, O, et al.
Cyhoeddwyd: (2018)

A robust stereo prior for human segmentation
gan: Sheasby, G, et al.
Cyhoeddwyd: (2013)

Efficient discriminative learning of parametric nearest neighbor classifiers
gan: Zhang, Z, et al.
Cyhoeddwyd: (2012)

Higher order priors for joint intrinsic image, objects, and attributes estimation
gan: Vineet, V, et al.
Cyhoeddwyd: (2014)

DenseCut: densely connected CRFs for realtime GrabCut
gan: Cheng, MM, et al.
Cyhoeddwyd: (2015)

A LOCAL ADAPTIVE APPROACH FOR DENSE STEREO MATCHING IN ARCHITECTURAL SCENE RECONSTRUCTION
gan: C. Stentoumis, et al.
Cyhoeddwyd: (2013-02-01)