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检索条件"任意字段=10th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2016"

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3rd Workshop on computer vision Applications, WCVA 2018, held in conjunction with the 11th indian conference on computer vision, graphics and image processing, icvgip 2018

3rd Workshop on Computer Vision Applications, WCVA 2018, hel...

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3rd Workshop on computer vision Applications, WCVA 2018, held in conjunction with the 11th indian conference on computer vision, graphics and image processing, icvgip 2018

ISBN: (纸本)9789811513862

the proceedings contain 10 papers. the special focus in this conference is on computer vision 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.

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image Defencing via Signal Demixing 16

Image Defencing via Signal Demixing

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Kumar, Veepin Mukherjee, Jayanta Das Mandal, Shyamal Kumar Indian Inst Technol Ctr Educ Technol Kharagpur 721302 W Bengal India Indian Inst Technol Dept Comp Sci & Engn Kharagpur 721302 W Bengal India

ISBN: (纸本)9781450347532

We present a novel algorithm to remove near regular, fence or wire like foreground patterns from an image. the fence detection or fence removal algorithms, developed so far, have poor performance in detecting the fence. We use signal demixing to utilize the sparsity and regularity property of fences to detect them. Results demonstrate the effectiveness of our technique as compared to other state of the art techniques.

关键词： Object detection fence removal image inpainting signal demixing

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Alternate Formulation for Transform Learning 16

Alternate Formulation for Transform Learning

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Maggu, Jyoti Majumdar, Angshul Indraprastha Inst Informat Technol Okhla Phase 3 New Delhi 110020 India

ISBN: (纸本)9781450347532

Dictionary learning has been used to solve inverse problems in imaging and as an unsupervised feature extraction tool in vision. the main disadvantage of dictionary learning for applications in vision is the relatively long feature extraction time during testing;owing to the requirement of solving an iterative optimization problem (10-minimization). the newly developed analysis framework of transform learning does not suffer from this shortcoming;feature extraction only requires a matrix vector multiplication. this work proposes an alternate formulation for transform learning that improves the accuracy even further. Experiments on benchmark databases show that our proposed transform learning yields results better than dictionary learning, autoencoder (AE) and restricted Boltzmann machine (RBM). the feature extraction time is fast as AE and RBM.

关键词： Dictionary learning dimensionality reduction feature extraction

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An image Analysis Approach for Transcription of Music Played on Keyboard-like Instruments 16

An Image Analysis Approach for Transcription of Music Played...

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Deb, Souvik Sinha Rajwade, Ajit Indian Inst Technol Bombay Maharashtra India

ISBN: (纸本)9781450347532

Music transcription refers to the process of analyzing a piece of music to generate a sequence of constituent notes and their duration. Transcription of music from audio signals is fraught with problems due to auditory interference such as ambient noise, multiple instruments playing simultaneously, accompanying vocals or polyphonic sounds. For several instruments, there exists added information for music transcription which can be derived from a video sequence of the instrument as it is being played. this paper proposes a method to utilize this visual information for the case of keyboard-like instruments to generate a transcript automatically, by analyzing the video frames. We present encouraging results under varying lighting conditions on different song sequences played out on a keyboard.

关键词： Music transcription computer vision Applications

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Crowd Motion Analysis for Group Detection 16

Crowd Motion Analysis for Group Detection

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Bhargava, Neha Chaudhuri, Subhasis Indian Inst Technol Bombay Maharashtra India

ISBN: (纸本)9781450347532

Understanding crowd dynamics is an interesting problem in computer vision owing to its various applications. We propose a dynamical system to model the dynamics of collective motion of the crowd. the model learns the spatio-temporal interaction pattern of the crowd from the track data captured over a time period. the model is trained under a least square formulation with spatial and temporal constraints. the spatial constraint allows the model to consider only the neighbors of a particular agent and the temporal constraint enforces temporal smoothness in the model. We also propose an effective group detection algorithm that utilizes the eigenvectors of the interaction matrix of the model. the group detection is cast as a spectral clustering problem. Extensive experimentation demonstrates a superlative performance of our group detection algorithm over state-of-the-art methods.

关键词： crowd dynamics group detection

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image Hallucination at Different Times of Day Using Locally Affine Model and kNN Template Matching From Time-Lapse images 16

Image Hallucination at Different Times of Day Using Locally ...

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Patel, Nikunj Kataria, Tushar Indian Inst Technol Bombay Elect Engn Bombay Maharashtra India

ISBN: (纸本)9781450347532

image Hallucination has many applications in areas such as image processing, computational photography and image fusion. In this paper, we present an image Hallucination technique based on the template (patch) matching from the database of time lapse images and learned locally affine model. Template based techniques suffer from blocky artifacts. So, we propose two approaches for imposing consistency criteria across neighbouring patches in the form of regularization. We validate our Color transfer technique by hallucinating a variety of natural images at different times the day. We compare the proposed approach with other state of the art techniques of example image based color transfer and show that the images obtained using our approach look more plausible and natural.

关键词： image fusion

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Sketch-based Simulated Draping for indian Garments 16

Sketch-based Simulated Draping for Indian Garments

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Muralikrishnan, Sanjeev Chaudhuri, Parag Indian Inst Technol Dept Comp Scince & Engn Bombay 400076 Maharashtra India

ISBN: (纸本)9781450347532

Virtual garments like shirts and trousers are created from 2D patterns stitched over 3D models. However, indian garments, like dhotis and saris, pose a unique draping challenge for physically-simulated garment systems, as they are not stitched garments. We present a method to intuitively specify the parameters governing the drape of an indian garment using a sketch-based interface. We then interpret the sketch strokes to procedural, physically-simulated draping routines to wrap, pin and tuck the garments around the body mesh as needed. After draping, the garments are ready to be simulated and used during animation as required. We present several examples of our draping technique.

关键词： Automated garment draping indian garment draping sketch-based

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Exposing Splicing Forgeries in Digital images through Dichromatic Plane Histogram Discrepancies 16

Exposing Splicing Forgeries in Digital Images through Dichro...

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Mazumdar, Aniruddha Bora, Prabin Kumar Indian Inst Technol Guwahati Dept EEE Gauhati 781039 Assam India

ISBN: (纸本)9781450347532

One of the common image forgery techniques is the splicing, where parts from different images are copied and pasted onto a single image. this paper proposes a new forensics method for detecting splicing forgeries in images containing human faces. Our approach is based on extracting an illumination-signature from the faces of people present in an image using the dichromatic reflection model (DRM). the dichromatic plane histogram (DPH), which is calculated by applying the 2D Hough Transform on the face images, is used as the illumination-signature. the correlation measure is employed to compute the similarity between the DPHs obtained from different faces present in an image. Finally, a simple threshold on this similarity measure exposes splicing forgeries in the image. Experimental results show the efficacy of the proposed method.

关键词： image forensics Illumination Estimation Illumination-signature 2D HoughTransform

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Robust Pedestrian Tracking using improved Tracking-Learning-Detection algorithm 16

Robust Pedestrian Tracking using improved Tracking-Learning-...

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Verma, Ritika Sreedevi, Indu Delhi Technol Univ Delhi India

ISBN: (纸本)9781450347532

Manual analysis of pedestrians for surveillance of large crowds in real time applications is not practical. Tracking-Learning-Detection suggested by Kalal , Mikolajczyk and Matas [1] is one of the most prominent automatic object tracking system. TLD can track single object and can handle occlusion and appearance change but it suffers from limitations .In this paper, tracking of multiple objects and estimation of their trajectory is suggested using improved TLD. Feature tracking is suggested in place of grid based tracking to solve the limitation of tracking during out of plane rotation .this also leads to optimization of algorithm. Proposed algorithm also achieves auto-initialization with detection of pedestrians in the first frame which makes it suitable for real time pedestrian tracking.

关键词： Tracking-Learning-Detection Pedestrian tracking Visual tracking

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Fusion-based Skin Detection using image Distribution Model 16

Fusion-based Skin Detection using Image Distribution Model

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10th indian conference on computer vision, graphics and image processing (icvgip)

作者： Chakraborty, Biplab Ketan Bhuyan, M. K. Kumar, Sunil Indian Inst Technol Guwahati Dept Elect & Elect Engn Gauhati Assam India

ISBN: (纸本)9781450347532

Skin colour detection under poor or varying illumination condition is a big challenge for various image processing and human-computer interaction applications. In this paper, a novel skin detection method utilizing image pixel distribution in a given colour space is proposed. the pixel distribution of an image can provide a better localization of the actual skin colour distribution of an image. Hence, a local skin distribution model (LSDM) is derived using the image pixel distribution model and its similarity with the global skin distribution model (GSDM). Finally, a fusion-based skin model is obtained using both the GSDM and the LSDM. Subsequently, a dynamic region growing method is employed to improve the overall detection rate. Experimental results show that proposed skin detection method can significantly improve the detection accuracy in presence of varying illumination conditions.

关键词： Skin detection Skin probability map Mixture of Gaussians Region growing

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