The proceedings contain 698 papers. The topics discussed include: learning unbiased classifiers from biased data with meta-learning;robustness against gradient based attacks through cost effective network fine-tuning;...
ISBN:
(纸本)9798350302493
The proceedings contain 698 papers. The topics discussed include: learning unbiased classifiers from biased data with meta-learning;robustness against gradient based attacks through cost effective network fine-tuning;gradient attention balance network: mitigating face recognition racial bias via gradient attention;estimating and maximizing mutual information for knowledge distillation;synthetic sample selection for generalized zero-shot learning;training strategies for vision transformers for object detection;does image anonymization impact computervision training?;ultra-sonic sensor based object detection for autonomous vehicles;improvements to image reconstruction-based performance prediction for semantic segmentation in highly automated driving;zero-shot classification at different levels of granularity;difficulty estimation with action scores for computervision tasks;detail-preserving self-supervised monocular depth with self-supervised structural sharpening;isolated sign language recognition based on tree structure skeleton images;deep prototypical-parts ease morphological kidney stone identification and are competitively robust to photometric perturbations;wildlife image generation from scene graphs;towards characterizing the semantic robustness of face recognition;high-level context representation for emotion recognition in images;and mitigating catastrophic interference using unsupervised multi-part attention for RGB-IR face recognition.
The proceedings contain 377 papers. The topics discussed include: curvature and singularity driven diffusion for oriented pattern enhancement with singular points;dual distributions of multilinear geometric entities;c...
ISBN:
(纸本)9781424439935
The proceedings contain 377 papers. The topics discussed include: curvature and singularity driven diffusion for oriented pattern enhancement with singular points;dual distributions of multilinear geometric entities;classification of tensors and fiber tracts using mercer-kernels encoding soft probabilistic spatial and diffusion information;visual tracking via geometric particle filtering on the affine group with optimal importance functions;Markov chain Monte Carlo combined with deterministic methods for Markov random field optimization;a family of contextual measures of similarity between distributions with application to image retrieval;shape of Gaussians as feature descriptors;mutual information-based stereo matching combined with SIFT descriptor in log-chromaticity color space;nonparametric discriminant HMM and application to facial expression recognition;dimension-free affine shape matching through subspace invariance;histogram-based interest point detectors;and dense saliency-based spatiotemporal feature points for action recognition.
The proceedings contain 156 papers. The topics discussed include: real-time mobile food recognition system;style finder: fine-grained clothing style detection and retrieval;stereo camera tracking for mobile devices;to...
ISBN:
(纸本)9780769549903
The proceedings contain 156 papers. The topics discussed include: real-time mobile food recognition system;style finder: fine-grained clothing style detection and retrieval;stereo camera tracking for mobile devices;towards auto-calibration of smart phones using orientation sensors;detection of moving objects with non-stationary cameras in 5.8ms: bringing motion detection to your mobile device;mobile video capture of multi-page documents;collision detection for visually impaired from a body-mounted camera;video demo: an egocentric vision based assistive co-robot;mobile exergames - burn calories while playing games on a smartphone;a mobile vision system for fast and accurate ellipse detection;stabilization of magnified videos on a mobile device for visually impaired;and an augmented linear discriminant analysis approach for identifying identical twins with the aid of facial asymmetry features.
The proceedings contain 2715 papers. The topics discussed include: revisiting adversarial training at scale;SPIDeRS: structured polarization for invisible depth and reflectance sensing;MA-LMM: memory-augmented large m...
ISBN:
(纸本)9798350353006
The proceedings contain 2715 papers. The topics discussed include: revisiting adversarial training at scale;SPIDeRS: structured polarization for invisible depth and reflectance sensing;MA-LMM: memory-augmented large multimodal model for long-term video understanding;geometrically-driven aggregation for zero-shot 3D point cloud understanding;TextCraftor: your text encoder can be image quality controller;ViLa-MIL: dual-scale vision-language multiple instance learning for whole slide image classification;HumanNorm: learning normal diffusion model for high-quality and realistic 3D human generation;AnEmpirical study of scaling law for scene text recognition;improving image restoration through removing degradations in textual representations;and steganographic passport: an owner and user verifiable credential for deep model ip protection without retraining.
The proceedings contain 539 papers. The topics discussed include: fast and accurate image matching with cascade hashing for 3D reconstruction;minimal solvers for relative pose with a single unknown radial distortion;s...
ISBN:
(纸本)9781479951178
The proceedings contain 539 papers. The topics discussed include: fast and accurate image matching with cascade hashing for 3D reconstruction;minimal solvers for relative pose with a single unknown radial distortion;spectral graph reduction for efficient image and streaming video segmentation;video motion segmentation using new adaptive manifold denoising model;event detection using multi-level relevance labels and multiple features;full-angle quaternions for robustly matching vectors of 3D rotations;semi-supervised spectral clustering for image set classification;learning mid-level filters for person re-identification;DeepReID: deep filter pairing neural network for person re-identification;NMF-KNN: image annotation using weighted multi-view non-negative matrix factorization;beyond comparing image pairs: setwise active learning for relative attributes;and histograms of pattern sets for image classification and object recognition.
The proceedings contain 151 papers. The topics discussed include: clustering appearance for scene analysis;fast compact city modeling for navigation pre-visualization;fusion of summation invariants in 3D human face re...
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ISBN:
(纸本)0769525970
The proceedings contain 151 papers. The topics discussed include: clustering appearance for scene analysis;fast compact city modeling for navigation pre-visualization;fusion of summation invariants in 3D human face recognition;deformation modeling for robust 3D face matching;locally linear models on face appearance manifolds with application to dual-subspace based classification;learning examplar-based categorization for the detection of multi-view multi-pose objects;aligning ASL for statistical translation using discriminative word model;a graph based approach for naming faces in news photos;fast human detection using a cascade of histograms of oriented gradients;real-time-hand pose recognition using low resolution depth images;automatic cast listing in feature-length films with anisotropic manifold space;and body localization in still images using hierarchical models and hybrid search.
The proceedings contain 186 papers. The topics discussed include: towards recovery of 3D chromosome structure;object-based visual 3D tracking of articulated objects via kinematic sets;non-rigid motion estimation and s...
The proceedings contain 186 papers. The topics discussed include: towards recovery of 3D chromosome structure;object-based visual 3D tracking of articulated objects via kinematic sets;non-rigid motion estimation and spatio-temporal realignment in FMRI;stochastic meta-descent for tracking articulated structures;gender recognition from walking movements using adaptive three-mode PCA;differential structure in non-linear image embedding functions;semantic-level understanding of human actions and interactions using event hierarchy;fusion of a multiple hypotheses color model and deformable contours for figure ground segmentation in dynamic environments;outlier rejection in deformable model tracking;spline-based motion recovery for 3D surfaces using nonrigid shape properties;and constraints for heterogeneous sensor auto-calibration.
The proceedings contain 132 papers. The topics discussed include: multi-scale pyramid pooling for deep convolutional representation;from generic to specific deep representations for visual recognition;subset feature l...
ISBN:
(纸本)9781467367592
The proceedings contain 132 papers. The topics discussed include: multi-scale pyramid pooling for deep convolutional representation;from generic to specific deep representations for visual recognition;subset feature learning for fine-grained category classification;channel-max, channel-drop and stochastic max-pooling;deep learning of binary hash codes for fast image retrieval;self-tuned deep super resolution;object level deep feature pooling for compact image representation;exploiting local features from deep networks for image retrieval;convolutional recurrent neural networks: learning spatial dependencies for image representation;walking and talking: a bilinear approach to multi-label action recognition;MuseumVisitors: a dataset for pedestrian and group detection, gaze estimation and behavior understanding;subject centric group feature for person re-identification;the GRODE metrics: exploring the performance of group detection approaches;and discovering human interactions in videos with limited data labeling.
The proceedings contain 67 papers. The topics discussed include: hybrid implementation of image stitching on computers with GPUs;background estimation using image processing technique;automatic damaged region detectio...
ISBN:
(纸本)1601324421
The proceedings contain 67 papers. The topics discussed include: hybrid implementation of image stitching on computers with GPUs;background estimation using image processing technique;automatic damaged region detection and inpainting method for digital images;an educational tool for understanding discrete Fourier transforms;an autoencoder-based image descriptor for image matching;a new image descriptor for image retrieval;toward device assisted identification of grocery store sections and items for the visually impaired;extreme-level eliminating brightness preserving bi-histogram equalization technique for brain ischemic detection;and novel texture pattern based multi-level set segmentation in cervical cancer image analysis.
The proceedings contain 471 papers. The topics discussed include: depth acquisition from density modulated binary patterns;rolling Riemannian manifolds to solve the multi-class classification problem;exploring composi...
The proceedings contain 471 papers. The topics discussed include: depth acquisition from density modulated binary patterns;rolling Riemannian manifolds to solve the multi-class classification problem;exploring compositional high order pattern potentials for structured output learning;kernel methods on the Riemannian manifold of symmetric positive definite matrices;discovering the structure of a planar mirror system from multiple observations of a single point;tensor-based human body modeling;improving the visual comprehension of point sets;detecting changes in 3D structure of a scene from multi-view images captured by a vehicle-mounted camera;templateless quasi-rigid shape modeling with implicit loop-closure;shape from silhouette probability maps: reconstruction of thin objects in the presence of silhouette extraction and calibration error;and joint geodesic upsampling of depth images.
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