the proceedings contain 80 papers. the topics discussed include: PredGAN - a deep multi-scale video prediction framework for detecting anomalies in videos;multiple kernel fisher discriminant metric learning for person...
ISBN:
(纸本)9781450366151
the proceedings contain 80 papers. the topics discussed include: PredGAN - a deep multi-scale video prediction framework for detecting anomalies in videos;multiple kernel fisher discriminant metric learning for person re-identification;vision-based steering angle prediction by the fusion of depth and intensity deep features;zero-shot learning using graph regularized latent discriminative cross-domain triplets;perfectly secure Shamir’s secret sharing scheme for privacy preserving imageprocessing over cloud;moving average recurrent neural network model for video-based person re-identification;activity recognition in egocentric videos using bag of key action units;and learning end-to-end autonomous driving using guided auxiliary supervision.
the proceedings contain 10 papers. the special focus in this conference is on computervision Applications. the topics include: AECNN: Autoencoder with Convolutional Neural Network for Hyperspectral image Classificati...
ISBN:
(纸本)9789811513862
the proceedings contain 10 papers. the special focus in this conference is on computervision Applications. the topics include: AECNN: Autoencoder with Convolutional Neural Network for Hyperspectral image Classification;optic Disc Segmentation in Fundus images Using Anatomical Atlases with Nonrigid Registration;bird Species Classification Using Transfer Learning with Multistage Training;a Deep Learning Paradigm for Automated Face Attendance;Robust Detection of Iris Region Using an Adapted SSD Framework;dynamic image Networks for Human Fall Detection in 360-degree Videos;image Segmentation and Geometric Feature Based Approach for Fast Video Summarization of Surveillance Videos;supervised Hashing for Retrieval of Multimodal Biometric Data.
the proceedings contain 99 papers. the topics discussed include: robust watermarking scheme based on multiresolution fractional Fourier transform;an adaptive clustering based non-linear filter for the restoration of i...
ISBN:
(纸本)9780769534763
the proceedings contain 99 papers. the topics discussed include: robust watermarking scheme based on multiresolution fractional Fourier transform;an adaptive clustering based non-linear filter for the restoration of impulse corrupted digital images;visibility cuts: a system for rendering dynamic virtual environments;multi-scale method for adaptive mesh editing based on rigidity estimation;automatic perspective camera calibration based on an incomplete set of chessboard markers;an algebraic framework for discrete basis functions in computervision;regularization of incompletely, irregularly and randomly sampled data;fast and secure real-time video encryption;quantization based data hiding scheme for efficient quality access control of images using DWT via lifting;document image segmentation as a spectral partitioning problem;integrated detect-track framework for multi-view face detection in video;and a framework for analysis of surveillance videos.
the proceedings contain 49 papers. the topics discussed include: enhancing face quality assessment through age and expression analysis;IDA-UIE: an iterative framework for deep network based degradation aware underwate...
ISBN:
(纸本)9798400710759
the proceedings contain 49 papers. the topics discussed include: enhancing face quality assessment through age and expression analysis;IDA-UIE: an iterative framework for deep network based degradation aware underwater image enhancement;an improved framework for precision grading of renal cell carcinoma using histopathological images;lost in context: the influence of context on feature attribution methods for object recognition;vision-language modeling with regularized spatial transformer networks for all weather crosswind landing of aircraft;on the efficacy of guidance tasks in panoptic segmentation;enhancing generalization ability in deepfake detection via continual learning;and a computervision framework on biomechanical analysis of jump landings.
the proceedings contain 81 papers. the topics discussed include: are buildings only instances? exploration in architectural style categories;geometry directed browser for personal photographs;heritage app: annotating ...
ISBN:
(纸本)9781450316606
the proceedings contain 81 papers. the topics discussed include: are buildings only instances? exploration in architectural style categories;geometry directed browser for personal photographs;heritage app: annotating images on mobile phones;content level access to digital library of India pages;large-scale statistical modeling of motion patterns: a Bayesian non-parametric approach;salient object detection using a fuzzy theoretic approach;a finite mixture model based on pair-copula construction of multivariate distributions and its application to color image segmentation;local appearance based robust tracking via sparse representation;semi-supervised multiple instance learning based domain adaptation for object detection;a grammar-based GUI for single view reconstruction;accelerating non-local denoising with a patch based dictionary;and viewpoint based mobile robotic exploration aiding object search in indoor environment.
the proceedings contain 70 papers. the topics discussed include: the human action image and its application to motion recognition;human action recognition in video by 'meaningful' poses;human action recognitio...
ISBN:
(纸本)9781450300605
the proceedings contain 70 papers. the topics discussed include: the human action image and its application to motion recognition;human action recognition in video by 'meaningful' poses;human action recognition using a dynamic Bayesian action network with 2D part models;unsupervised discovery of activity correlations using latent topic models;optimal shot detection and recognition using Shiryaev-Roberts statistics;the human action image and its application to motion recognition;a novel technique for sketch to photo synthesis;implicit surface octrees for ray tracing point models;a multi-view extension of the ICP algorithm;a convex multi-view stereo formulation with robustness to occlusions and time-varying clutter;realtime motion segmentation based multibody visual slam;image based PTM synthesis for realistic rendering of low resolution 3D models;and reground-background separation on GPU using order based approaches.
the proceedings contain 49 papers. the topics discussed include: teaching GANs to sketch in vector format;iterative gradient encoding network using feature co-occurrence loss for single image reflection removal;MSDNet...
ISBN:
(纸本)9781450391276
the proceedings contain 49 papers. the topics discussed include: teaching GANs to sketch in vector format;iterative gradient encoding network using feature co-occurrence loss for single image reflection removal;MSDNet: a novel multi-stage progressive image dehazing network;monocular multi-layer layout estimation for warehouse racks;cross-view kernel similarity metric learning using pairwise constraints for person re-identification;abnormality detection and classification of macular diseases from optical coherence tomography images: using feature space comparison;a novel unsupervised thresholding technique for Landsat image change detection;robust brain state decoding using bidirectional long short term memory networks in functional MRI;NTU-X: an enhanced large-scale dataset for improving pose-based recognition of subtle human actions;and interpretive self-supervised pre-training: boosting performance on visual medical data.
the proceedings contain 39 papers. the topics discussed include: single view homography estimation for an inclined textured planar surface: overcoming the inverse and ill-posed challenge!;MMAG: mutually motivated atte...
ISBN:
(纸本)9798400716256
the proceedings contain 39 papers. the topics discussed include: single view homography estimation for an inclined textured planar surface: overcoming the inverse and ill-posed challenge!;MMAG: mutually motivated attention gates for simultaneous extraction of contextual and spatial information from a monocular image;automatic assessment of communication skill in real-world job interviews: a comparative study using deep learning and domain adaptation;an efficient motor imagery classification framework using sparse brain connectivity and class-consistent dictionary learning from electroencephalogram signals;mandala as computational art: vectorization and beyond;degradation aware multi-scale approach to no reference image quality assessment;dual stage semantic information based generative adversarial network for image super-resolution;knowledge distillation with ensemble calibration;and a novel framework for robust fingerprint representations using deep convolution network with attention mechanism.
the proceedings contain 59 papers. the topics discussed include: interpreting intrinsic image decomposition using concept activations;quaternion factorized simulated exposure fusion;learning from multiple datasets for...
ISBN:
(纸本)9781450398237
the proceedings contain 59 papers. the topics discussed include: interpreting intrinsic image decomposition using concept activations;quaternion factorized simulated exposure fusion;learning from multiple datasets for recognizing human actions;topological shape matching using multi-dimensional Reeb graphs;convolutional ensembling based few-shot defect detection technique;performance, trust, or both? COVID-19 diagnosis and prognosis using deep ensemble transfer learning on x-ray images;Alzheimer’s severity classification using transfer learning and residual separable convolution network;detecting coronavirus (COVID–19) disease cues from chest radiography images;posture guided human action recognition for fitness applications;towards robust handwritten text recognition with on-the-fly user participation;low resource degraded quality document image binarization – domain adaptation is the way;a globally-connected and trainable hierarchical fine-attention generative adversarial network based adversarial defense;and overcoming label noise for source-free unsupervised video domain adaptation.
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