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- research-articleOctober 2023
Rink-Agnostic Hockey Rink Registration
MMSports '23: Proceedings of the 6th International Workshop on Multimedia Content Analysis in SportsPages 73–81https://doi.org/10.1145/3606038.3616161Hockey rink registration is a useful tool for aiding and automating sports analysis. When combined with player tracking, it can provide location information of players on the rink by estimating a homography matrix that can warp broadcast video frames ...
- research-articleSeptember 2023
Robust OCR Pipeline for Automated Digitization of Mother and Child Protection Cards in India
- Devesh Pant,
- Dibyendu Talukder,
- Aaditeshwar Seth,
- Dinesh Pant,
- Rohit Singh,
- Brejesh Dua,
- Rachit Pandey,
- Srirama Maruthi,
- Mira Johri,
- Chetan Arora
ACM Journal on Computing and Sustainable Societies (ACMJCSS), Volume 1, Issue 1Article No.: 2, Pages 1–24https://doi.org/10.1145/3608114The Universal Immunization Programme in India has a mandate to fully vaccinate all of India’s 27 million children born annually. The vaccination doses are recorded by frontline health workers on standardized paper-based Mother and Child Protection (MCP) ...
- research-articleNovember 2023
Robust and Scalable Indoor Robot Localization Based on Fusion of Infrastructure Camera Feeds and On-Board Sensors
AIR '23: Proceedings of the 2023 6th International Conference on Advances in RoboticsArticle No.: 41, Pages 1–7https://doi.org/10.1145/3610419.3610460In this paper, we propose a method to quantify the spatially-varying uncertainty associated with external-camera-based pose estimates of autonomous mobile robots in an indoor setting. We build an observation model for the camera based on an estimate of ...
- short-paperMay 2021
Noise in the Machine: Sources of Physical and Computation Error in Eye Tracking with Pupil Core Wearable Eye Tracker: Wearable Eye Tracker Noise in Natural Motion Experiments
ETRA '21 Adjunct: ACM Symposium on Eye Tracking Research and ApplicationsArticle No.: 20, Pages 1–3https://doi.org/10.1145/3450341.3458495Developments in wearable eye tracking devices make them an attractive solution for studies of eye movements during naturalistic head/body motion. However, before these systems’ potential can be fully realized, a thorough assessment of potential sources ...
- research-articleSeptember 2020
Correction of converging verticals distortion due to camera pose and position
ICONIC '20: Proceedings of the 2nd International Conference on Intelligent and Innovative Computing ApplicationsArticle No.: 35, Pages 1–8https://doi.org/10.1145/3415088.3415123This paper discusses the development of a vision-based intra-row navigation system for an agricultural robot. The development of this system was used to reduce the effects of converging verticals distortion due to the inclined, forward facing pose and ...
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- research-articleJanuary 2019
Video summarisation based on motion estimation using speeded up robust features
International Journal of Computational Vision and Robotics (IJCVR), Volume 9, Issue 6Pages 569–582https://doi.org/10.1504/ijcvr.2019.104039Video summarisation (VS) is a technique to extract keyframes from a video based on video contents. It provides user with a brief representation of video contents to semantically understand the video. This paper aims to present video summarisation based on ...
- research-articleOctober 2015
Video Inpainting With Short-Term Windows: Application to Object Removal and Error Concealment
IEEE Transactions on Image Processing (TIP), Volume 24, Issue 10Pages 3034–3047https://doi.org/10.1109/TIP.2015.2437193In this paper, we propose a new video inpainting method which applies to both static or free-moving camera videos. The method can be used for object removal, error concealment, and background reconstruction applications. To limit the computational time, a ...
- research-articleApril 2015
Vision-based Collaborative & Mobile Augmented Reality
VRIC '15: Proceedings of the 2015 Virtual Reality International ConferenceArticle No.: 23, Pages 1–4https://doi.org/10.1145/2806173.2806199In this paper we present a collaborative augmented reality application for mobile users. The objective is to explore an environment by multiple users. Each user communicates information about the explored area to other users. The main idea consists of ...
- research-articleFebruary 2015
BB-Homography: Joint Binary Features and Bipartite Graph Matching for Homography Estimation
IEEE Transactions on Circuits and Systems for Video Technology (IEEETCSVT), Volume 25, Issue 2Pages 239–250https://doi.org/10.1109/TCSVT.2014.2339591Homography estimation is a fundamental problem in the field of computer vision. For estimating the homography between two images, one of the key issues is to match keypoints in the reference image to the keypoints in the moving image. To match keypoints ...
- research-articleJanuary 2015
Efficient Road Detection and Tracking for Unmanned Aerial Vehicle
IEEE Transactions on Intelligent Transportation Systems (TITS), Volume 16, Issue 1Pages 297–309https://doi.org/10.1109/TITS.2014.2331353An unmanned aerial vehicle (UAV) has many applications in a variety of fields. Detection and tracking of a specific road in UAV videos play an important role in automatic UAV navigation, traffic monitoring, and ground-vehicle tracking, and also is very ...
- research-articleJanuary 2015
Derivation of spatiotemporal data for cyclists (from video) to enable agent-based model calibration
Procedia Computer Science (PROCS), Volume 52, Issue CPages 932–937https://doi.org/10.1016/j.procs.2015.05.168AbstractCycling, as a mode share of urban travel, is widely desired to be increased. To support the delivery of improved infrastructure, robust modelling is desired and modelling such agents demands real-world calibration. Data to enable this is expensive ...
- research-articleDecember 2014
Duplication Detection for Image Sharing Systems
ICVGIP '14: Proceedings of the 2014 Indian Conference on Computer Vision Graphics and Image ProcessingArticle No.: 4, Pages 1–7https://doi.org/10.1145/2683483.2683487Duplication of images is a common occurrence in community based data sharing systems. An image of the same scene, residing as multiple copies in the system, introduces redundancy. This paper describes a novel technique to detect such submissions by ...
- articleDecember 2014
Bio-inspired solution for the Homography problem
Pattern Recognition and Image Analysis (SPPRIA), Volume 24, Issue 4Pages 478–488https://doi.org/10.1134/S105466181404018XIn this paper, a Particle Swarm Optimization proposition is presented to solve the Homography problem. We tested our technique with several datasets. Also a comparison with existing technique (SVD) is done. PSO shows a significant superiority comparing ...
- research-articleNovember 2014
Slippage-free background replacement for hand-held video
ACM Transactions on Graphics (TOG), Volume 33, Issue 6Article No.: 199, Pages 1–11https://doi.org/10.1145/2661229.2661281We introduce a method for replacing the background in a video of a moving foreground subject, when both the source video capturing the subject, and the target video capturing the new background scene, are natural videos, casually captured using a freely ...
- ArticleAugust 2014
On-Road Multiple Obstacles Detection in Dynamical Background
IHMSC '14: Proceedings of the 2014 Sixth International Conference on Intelligent Human-Machine Systems and Cybernetics - Volume 01Pages 102–105https://doi.org/10.1109/IHMSC.2014.33Road In this paper, we focus on both the road vehicle and pedestrians detection, namely obstacle detection. At the same time, a new obstacle detection and classification technique in dynamical background is proposed. Obstacle detection is based on ...
- ArticleAugust 2014
Euclidean Structure from Conic Feature Correspondences
ICPR '14: Proceedings of the 2014 22nd International Conference on Pattern RecognitionPages 4010–4014https://doi.org/10.1109/ICPR.2014.687In this paper, a novel method of the 2D Euclidean structure recovery in one view from the projections of N parallel conics is proposed. Without considering the conic dual to the absolute points (CDAP), we transform conic features from the homogeneous ...
- ArticleMay 2014
Trajectory Estimation Using Relative Distances Extracted from Inter-image Homographies
CRV '14: Proceedings of the 2014 Canadian Conference on Computer and Robot VisionPages 232–237https://doi.org/10.1109/CRV.2014.39The main idea of this paper is to use distances between camera positions to recover the trajectory of a mobile robot. We consider a mobile platform equipped with a single fixed camera using images of the floor and their associated inter-image ...
- research-articleJanuary 2014
Local features and histogram based planar object recognition
ICUIMC '14: Proceedings of the 8th International Conference on Ubiquitous Information Management and CommunicationArticle No.: 49, Pages 1–4https://doi.org/10.1145/2557977.2558075In this paper, we propose an approach for planar object recognition using binary local invariant feature and local histogram features, in scene image. First, the object is detected based on a homography which represents transformation of object in scene ...
- ArticleNovember 2013
Object Recognition by Combining Binary Local Invariant Features and Color Histogram
ACPR '13: Proceedings of the 2013 2nd IAPR Asian Conference on Pattern RecognitionPages 466–470https://doi.org/10.1109/ACPR.2013.103In this paper, we propose an approach for object recognition using binary local invariant features and color information. In our approach, we use a fast detector for key point detection and binary local features descriptor for key point description. For ...
- ArticleOctober 2013
Fast Image Blending and Deghosting for Panoramic Video
IIH-MSP '13: Proceedings of the 2013 Ninth International Conference on Intelligent Information Hiding and Multimedia Signal ProcessingPages 104–107https://doi.org/10.1109/IIH-MSP.2013.35The technology of panoramic image construction is widely used in many conditions. As the increasingly demand of monitoring system application, the attribute of real-time is more important during the panoramic construction. This paper describes a method ...