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 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 17 papers. the special focus in this conference is on computervision, graphics, and imageprocessing. the topics include: the Ikshana Hypothesis of Human Scene Understanding;worst-Case Adversa...
ISBN:
(纸本)9789811941351
the proceedings contain 17 papers. the special focus in this conference is on computervision, graphics, and imageprocessing. the topics include: the Ikshana Hypothesis of Human Scene Understanding;worst-Case Adversarial Perturbation and Effect of Feature Normalization on Max-Margin Multi-label Classifiers;Catch Me if You Can: A Novel Task for Detection of Covert Geo-Locations (CGL);MATIC: Memory-Guided Adaptive Transformer for image Captioning;Semantic Map Injected GAN Training for image-to-image Translation;textGen3D: A Real-Time 3D-Mesh Generation with Intersecting Contours for Text;comparative Analysis of Neural Architecture Search Methods for Classification of Cultural Heritage Sites;heritage Representation of Kashi Vishweshwar Temple at Kalabgoor, Telangana with Augmented Reality Application Using Photogrammetry;augmented Data as an Auxiliary Plug-In Toward Categorization of Crowdsourced Heritage Data;evolution of Bagbazar Street through Visibility Graph Analysis (1746–2020);mapping Archaeological Remains of 14th Century Fort of Jahanpanah Using Geospatial Analysis;spatial Analysis and 3d Mapping Historic Landscapes—Implications of Adopting an Integrated Approach in Simulation and Visualization of Landscapes;HSADML: Hyper-Sphere Angular Deep Metric Based Learning for Brain Tumor Classification;model Compression Based Lightweight Online Signature Verification Framework.
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.
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 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 97 papers. the special focus in this conference is on computervision and imageprocessing. the topics include: Automatic Classification of Sedimentary Rocks Towards Oil Reservoirs Detection;si...
ISBN:
(纸本)9783031113451
the proceedings contain 97 papers. the special focus in this conference is on computervision and imageprocessing. the topics include: Automatic Classification of Sedimentary Rocks Towards Oil Reservoirs Detection;signature2Vec - An Algorithm for Reference Frame Agnostic Vectorization of Handwritten Signatures;leaf Segmentation and Counting for Phenotyping of Rosette Plants Using Xception-style U-Net and Watershed Algorithm;fast and Secure Video Encryption Using Divide-and-Conquer and Logistic Tent Infinite Collapse Chaotic Map;visual Localization Using Capsule Networks;detection of Cataract from Fundus images Using Deep Transfer Learning;brain Tumour Segmentation Using Convolution Neural Network;signature Based Authentication: A Multi-label Classification Approach to Detect the Language and Forged Sample in Signature;a Data-Set and a Real-Time Method for Detection of Pointing Gesture from Depthimages;Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition and Conversion to Speech Using Deep Learning;vision HELPER: CNN Based Real Time Navigator for the Visually Impaired;structure-Texture Decomposition-Based Enhancement Framework for Weakly Illuminated images;low Cost Embedded vision System for Location and Tracking of a Color Object;towards Label-Free Few-Shot Learning: How Far Can We Go?;AB-net: Adult- Baby Net;Polarimetric SAR Classification: Fast Learning with k-Maximum Likelihood Estimator;Leveraging Discriminative Cues for Masked Face Recognition in Post COVID World;pretreatment Identification of Oral Leukoplakia and Oral Erythroplakia Metastasis Using Deep Learning Neural Networks;soft Biometric Based Person Retrieval for Burglary Investigation;a Deep Learning Framework for the Classification of Lung Diseases Using Chest X-Ray images;computer Aided Diagnosis of Autism Spectrum Disorder Based on thermal Imaging;scene Graph Generation with Geometric Context;deep Color Spaces for Fingerphoto Presentation Attack Detection in Mobile Devices;can
the proceedings contain 97 papers. the special focus in this conference is on computervision and imageprocessing. the topics include: Automatic Classification of Sedimentary Rocks Towards Oil Reservoirs Detection;si...
ISBN:
(纸本)9783031113482
the proceedings contain 97 papers. the special focus in this conference is on computervision and imageprocessing. the topics include: Automatic Classification of Sedimentary Rocks Towards Oil Reservoirs Detection;signature2Vec - An Algorithm for Reference Frame Agnostic Vectorization of Handwritten Signatures;leaf Segmentation and Counting for Phenotyping of Rosette Plants Using Xception-style U-Net and Watershed Algorithm;fast and Secure Video Encryption Using Divide-and-Conquer and Logistic Tent Infinite Collapse Chaotic Map;visual Localization Using Capsule Networks;detection of Cataract from Fundus images Using Deep Transfer Learning;brain Tumour Segmentation Using Convolution Neural Network;signature Based Authentication: A Multi-label Classification Approach to Detect the Language and Forged Sample in Signature;a Data-Set and a Real-Time Method for Detection of Pointing Gesture from Depthimages;Deep-TDRS: An Integrated System for Handwritten Text Detection-Recognition and Conversion to Speech Using Deep Learning;vision HELPER: CNN Based Real Time Navigator for the Visually Impaired;structure-Texture Decomposition-Based Enhancement Framework for Weakly Illuminated images;low Cost Embedded vision System for Location and Tracking of a Color Object;towards Label-Free Few-Shot Learning: How Far Can We Go?;AB-net: Adult- Baby Net;Polarimetric SAR Classification: Fast Learning with k-Maximum Likelihood Estimator;Leveraging Discriminative Cues for Masked Face Recognition in Post COVID World;pretreatment Identification of Oral Leukoplakia and Oral Erythroplakia Metastasis Using Deep Learning Neural Networks;soft Biometric Based Person Retrieval for Burglary Investigation;a Deep Learning Framework for the Classification of Lung Diseases Using Chest X-Ray images;computer Aided Diagnosis of Autism Spectrum Disorder Based on thermal Imaging;scene Graph Generation with Geometric Context;deep Color Spaces for Fingerphoto Presentation Attack Detection in Mobile Devices;can
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.
this report presents the outcomes of the Summer Challenge on Writer Verification, hosted as part of the Eighth National conference on computervision, Pattern Recognition, imageprocessing, and graphics (NCVPRIPG) hel...
详细信息
ISBN:
(纸本)9789819752119;9789819752126
this report presents the outcomes of the Summer Challenge on Writer Verification, hosted as part of the Eighth National conference on computervision, Pattern Recognition, imageprocessing, and graphics (NCVPRIPG) held at IIT Jodhpur on July 21-23, 2023. this challenge introduces a novel dataset comprising images of handwritten text contributed by 1,352 unique writers. Predominantly, these images feature handwritten Hindi text, but they also encompass a variety of elements such as numbers, mathematical symbols, and English text. Participants were tasked with developing a model capable of automatically determining whether the text in a given pair of images is authored by the same writer or different writers. the primary objective of this challenge was to advance research in the realm of handwritten text recognition. throughout the competition, we registered 108 teams, with 18 teams submitting results for the validation dataset. Out of these, 13 teams provided submissions for the semi-final dataset. the top six teams from the semi-finals were subsequently invited to compete in the finals. Additional details about the challenge can be found at https://***/challenges/wv2023/.
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