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14th AVSS 2017: Lecce, Italy
- 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017, Lecce, Italy, August 29 - September 1, 2017. IEEE Computer Society 2017, ISBN 978-1-5386-2939-0
- Umair Ali Khan, Naveed Ejaz, Miguel A. Martínez-del-Amor, Heiko Sparenberg:
Movies tags extraction using deep learning. 1-6 - Evgeniya Ustinova, Yaroslav Ganin, Victor S. Lempitsky:
Multi-Region bilinear convolutional neural networks for person re-identification. 1-6 - Alessia Saggese, Nicola Strisciuglio, Mario Vento, Nicolai Petkov:
A real-time system for audio source localization with cheap sensor device. 1-7 - Pranav Mantini, Shishir K. Shah:
A signal detection theory approach for camera tamper detection. 1-6 - Ricardo Fonseca, Werner Creixell:
Tracking and following a moving object with a quadcopter. 1-6 - Angelo Coluccia, Marian Ghenescu, Tomas Piatrik, Geert De Cubber, Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer, Mohammad Farhadi, Ruhallah Amandi, Cemal Aker, Sinan Kalkan, Muhammad Saqib, Nabin Sharma, Sultan Daud Khan, Khan Makkah, Michael Blumenstein:
Drone-vs-Bird detection challenge at IEEE AVSS2017. 1-6 - Theodore B. Zahariadis, Artemis C. Voulkidis, Panagiotis Karkazis, Panagiotis Trakadas:
Preventive maintenance of critical infrastructures using 5G networks & drones. 1-4 - Sangwoo Park, Jongmin Yu, Moongu Jeon:
Learning Feature Representation for Face Verification. 1-6 - Jun-Wei Hsieh:
Suspected vehicle detection for driving without license plate using symmelets and edge connectivity. 1-6 - Swathikiran Sudhakaran, Oswald Lanz:
Learning to detect violent videos using convolutional long short-term memory. 1-6 - Xiu Zhang, Federico Pala, Bir Bhanu:
Attributes co-occurrence pattern mining for video-based person re-identification. 1-6 - Xiangping Zhu, Amran Bhuiyan, Mohamed Lamine Mekhalfi, Vittorio Murino:
Exploiting Gaussian mixture importance for person re-identification. 1-6 - Maik Boltes, Jette Schumann, Daniel Salden:
Gathering of data under laboratory conditions for the deep analysis of pedestrian dynamics in crowds. 1-6 - Chuanping Hu, Gengjian Xue, Lin Mei, Li Qi, Jie Shao, Yanfeng Shang, Jian Wang:
Building an intelligent video and image analysis evaluation platform for public security. 1-6 - Roberto Carlucci, Rosalia Maglietta, Giuseppa Buscaino, Giulia Cipriano, Annalisa Milella, V. Pollazzon, P. Bondanese, C. De Leonardis, Stefano Mona, Massimiliano Nitti, E. Papale, Vito Renò, Paolo Ricci, Ettore Stella, Carmelo Fanizza:
Review on research studies and monitoring system applied to cetaceans in the gulf of taranto (northern ionian sea, central-eastern mediterranean sea). 1-6 - Jiawei Xu, Yu-An Chen, Kun Guo, Jiheng Wang, Federica Menchinelli, Chao Jiang, Chuang Zhang, Ling Shao:
What has been missed for real life driving? an inspirational thinking from human innate biases. 1-6 - Jaemyun Kim, Adín Ramírez Rivera, Byeongwoo Kim, Kaushik Roy, Oksam Chae:
Background modeling using adaptive properties of hybrid features. 1-6 - Agnese V. Ventrella, Luigi Alfredo Grieco, Giuseppe Piro:
Information-Centric networking in environmental monitoring: An overview on publish-subscribe implementations. 1-6 - Rocco Galati, Giulio Reina, Arcangelo Messina, Angelo Gentile:
Survey and navigation in agricultural environments using robotic technologies. 1-6 - Dario Albani, Joris IJsselmuiden, Ramon Haken, Vito Trianni:
Monitoring and mapping with robot swarms for agricultural applications. 1-6 - Stefan Rilling, Michael Nielsen, Annalisa Milella, Christian Jestel, Peter Fröhlich, Giulio Reina:
A multisensor platform for comprehensive detection of crop status: Results from two case studies. 1-6 - Tatsuya Era, Hiroki Yoshimura, Masashi Nishiyama, Yoshio Iwai:
Inferring state transition from bystander to participant in free-style conversational interaction. 1-6 - Abhijeet Boragule, Moongu Jeon:
Joint cost minimization for multi-object tracking. 1-6 - Mark Marsden, Kevin McGuinness, Suzanne Little, Noel E. O'Connor:
ResnetCrowd: A residual deep learning architecture for crowd counting, violent behaviour detection and crowd density level classification. 1-7 - Ye Tao, Petar Palasek, Zhihao Ling, Ioannis Patras:
Background modelling based on generative unet. 1-6 - Volker Eiselein, Erik Bochinski, Thomas Sikora:
Assessing post-detection filters for a generic pedestrian detector in a tracking-by-detection scheme. 1-6 - Sriram Varadarajan, Hui Wang, Bryan W. Scotney, Omar Nibouche:
Background initialisation by spatio-temporal motion estimation. 1-5 - Sandeep Katragadda, Andrea Cavallaro:
A batch asynchronous tracker for wireless smart-camera networks. 1-6 - Omar Nibouche, Hui Wang, Sriram Varadarajan, Bryan W. Scotney:
A robust method for the recognition of palmprints. 1-5 - Konstantinos Karageorgos, Anastasios Dimou, Apostolos Axenopoulos, Petros Daras, Federico Alvarez:
Semantic filtering for video stabilization. 1-6 - Haiying Jiang, Weidong Jin, Zhibin Yu, Peizhen Xu:
Combing spatial and temporal features for crowd counting with point supervision. 1-6 - Alessandro Corbetta, Vlado Menkovski, Federico Toschi:
Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields. 1-6 - Vishwanath A. Sindagi, Vishal M. Patel:
CNN-Based cascaded multi-task learning of high-level prior and density estimation for crowd counting. 1-6 - Slawomir Bak Peter Carr:
Deep spatial pyramid for person re-identification. 1-6 - Gee-Sern Hsu, Arul-Murugan Ambikapathi, Sheng-Luen Chung, Cheng-Po Su:
Robust license plate detection in the wild. 1-6 - Niccoló Bisagno, Nicola Conci, Bo Zhang:
Data-Driven crowd simulation. 1-6 - Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni:
Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components. 1-6 - Federico Colangelo, Federica Battisti, Marco Carli, Alessandro Neri, Francesco Calabrò:
Enhancing audio surveillance with hierarchical recurrent neural networks. 1-6 - Takayuki Kawashima, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Daisuke Deguchi, Tomoyoshi Aizawa, Masato Kawade:
Action recognition from extremely low-resolution thermal image sequence. 1-6 - Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
An evidential framework for pedestrian detection in high-density crowds. 1-6 - Camille Maurice, Francisco Madrigal, Frédéric Lerasle:
Hyper-Optimization tools comparison for parameter tuning applications. 1-6 - Dmitriy Anisimov, Tatiana Khanova:
Towards lightweight convolutional neural networks for object detection. 1-8 - Jakub Spanhel, Jakub Sochor, Roman Juránek, Adam Herout, Lukas Marsik, Pavel Zemcík:
Holistic recognition of low quality license plates by CNN using track annotated data. 1-6 - Daniele Di Mauro, Marco Moltisanti, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella:
Park Smart. 1-5 - Cem Direkoglu, Melike Sah, Noel E. O'Connor:
Abnormal crowd behavior detection using novel optical flow-based features. 1-6 - Mahdieh Poostchi, Kannappan Palaniappan, Guna Seetharaman:
Spatial pyramid context-aware moving vehicle detection and tracking in urban aerial imagery. 1-6 - Yifan Jiang, Hyunhak Shin, Jaeyong Ju, Hanseok Ko:
Online pedestrian tracking with multi-stage re-identification. 1-6 - Young-Chul Lim, Minsung Kang:
Multi-Pedestrian detection and tracking using unified multi-channel features. 1-5 - Noor M. Al-Shakarji, Guna Seetharaman, Filiz Bunyak, Kannappan Palaniappan:
Robust multi-object tracking with semantic color correlation. 1-7 - Jennifer Vandoni, Emanuel Aldea, Sylvie Le Hégarat-Mascle:
Active learning for high-density crowd count regression. 1-6 - Jonathan Boyle, Tahir Nawaz, James M. Ferryman:
Deep trajectory representation-based clustering for motion pattern extraction in videos. 1-6 - Lars Wilko Sommer, Kun Nie, Arne Schumann, Tobias Schuchert, Jürgen Beyerer:
Semantic labeling for improved vehicle detection in aerial imagery. 1-6 - Juan Sebastian Olier, Pablo Marín-Plaza, David Martín, Lucio Marcenaro, Emilia I. Barakova, Matthias Rauterberg, Carlo S. Regazzoni:
Dynamic representations for autonomous driving. 1-6 - Damien Matti, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Combining LiDAR space clustering and convolutional neural networks for pedestrian detection. 1-6 - Joseph Redfern, Kirill A. Sidorov, Paul L. Rosin, Simon C. Moore, Padraig Corcoran, A. David Marshall:
An open-data, agent-based model of alcohol related crime. 1-6 - Berkay Selbes, Mustafa Sert:
Multimodal vehicle type classification using convolutional neural network and statistical representations of MFCC. 1-6 - Wei Tian, Martin Lauer:
Joint tracking with event grouping and temporal constraints. 1-5 - Erik Bochinski, Volker Eiselein, Thomas Sikora:
High-Speed tracking-by-detection without using image information. 1-6 - Tino Kutschbach, Erik Bochinski, Volker Eiselein, Thomas Sikora:
Sequential sensor fusion combining probability hypothesis density and kernelized correlation filters for multi-object tracking in video data. 1-5 - Sikandar Amin, Fabio Galasso:
Geometric proposals for faster R-CNN. 1-6 - Yiming Wang, Andrea Cavallaro:
Active visual tracking in multi-agent scenarios. 1-6 - Sitapa Rujikietgumjorn, Nattachai Watcharapinchai:
Vehicle detection with sub-class training using R-CNN for the UA-DETRAC benchmark. 1-5 - Matteo Fabbri, Simone Calderara, Rita Cucchiara:
Generative adversarial models for people attribute recognition in surveillance. 1-6 - Yongyi Tang, Peizhen Zhang, Jianfang Hu, Wei-Shi Zheng:
Latent embeddings for collective activity recognition. 1-6 - Danilo Avola, Gian Luca Foresti, Niki Martinel, Christian Micheloni, Daniele Pannone, Claudio Piciarelli:
Aerial video surveillance system for small-scale UAV environment monitoring. 1-6 - Juan Sebastian Olier, Damian Andres Campo, Lucio Marcenaro, Emilia I. Barakova, Matthias Rauterberg, Carlo S. Regazzoni:
Active estimation of motivational spots for modeling dynamic interactions. 1-6 - George Azzopardi, Antonio Greco, Alessia Saggese, Mario Vento:
Fast gender recognition in videos using a novel descriptor based on the gradient magnitudes of facial landmarks. 1-6 - Stefan Selzer, Stylianos Asteriadis, Marius Politze:
Prediction of learning space occupation through WLAN access point data using Kalman filter and gradient boosting regression. 1-6 - Federico Alvarez, Mirela Popa, Nicholas Vretos, Alberto Belmonte-Hernandez, Stelios Asteriadis, Vassilis Solachidis, Triana Mariscal, Dario Dotti, Petros Daras:
Multimodal monitoring of Parkinson's and Alzheimer's patients using the ICT4LIFE platform. 1-6 - Thomas Theodoridis, Vassilis Solachidis, Nicholas Vretos, Petros Daras, Dario Dotti, Mirela Popa, Gustavo Hernández, Federico Alvarez, Alejandro Gonzalez Paton, Angel Lopez:
ICT4Life open source libraries supporting multimodal analysis of different diseases. 1-6 - Alberto Belmonte-Hernandez, Vassilis Solachidis, Thomas Theodoridis, Gustavo Hernandez-Penaloza, Giuseppe Conti, Nicholas Vretos, Federico Alvarez, Petros Daras:
Person tracking association using multi-modal systems. 1-6 - Virginia Pinto Campos, Luiz Marcos Garcia Gonçalves, Tiago Maritan Ugulino de Araújo:
Applying audio description for context understanding of surveillance videos by people with visual impairments. 1-5 - Vincenzo Carletti, Luca Del Pizzo, Gennaro Percannella, Mario Vento:
An efficient and effective method for people detection from top-view depth cameras. 1-6 - Jihye Kim, Seunghwa Lee, Jungjun Yoon, Hankyung Ko, Seungri Kim, Hyunok Oh:
PASS: Privacy aware secure signature scheme for surveillance systems. 1-6 - Jie Yang, Alain Horé, Ulian Shahnovich, Kenneth Lai, Svetlana N. Yanushkevich, Orly Yadid-Pecht:
Multi-Scale histogram tone mapping algorithm enables better object detection in wide dynamic range images. 1-6 - Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba, Shin Ishii:
Active collaborative ensemble tracking. 1-6 - Oded Krams, Nahum Kiryati:
People detection in top-view fisheye imaging. 1-6 - Thien Huynh-The, Sungyoung Lee, Cam-Hao Hua:
ADM-HIPaR: An efficient background subtraction approach. 1-6 - Melike Sah, Cem Direkoglu:
Semantic annotation of surveillance videos for abnormal crowd behaviour search and analysis. 1-6 - Nattachai Watcharapinchai, Sitapa Rujikietgumjorn:
Approximate license plate string matching for vehicle re-identification. 1-6 - Cemal Aker, Sinan Kalkan:
Using deep networks for drone detection. 1-6 - Kristof Van Beeck, Kristof Van Engeland, Joost Vennekens, Toon Goedemé:
Abnormal behavior detection in LWIR surveillance of railway platforms. 1-6 - Muhammad Saqib, Sultan Daud Khan, Nabin Sharma, Michael Blumenstein:
A study on detecting drones using deep convolutional neural networks. 1-5 - Yiqiang Chen, Stefan Duffner, Andrei Stoian, Jean-Yves Dufour, Atilla Baskurt:
Triplet CNN and pedestrian attribute recognition for improved person re-identification. 1-6 - Anh Minh Truong, Atsuo Yoshitaka:
Structured LSTM for human-object interaction detection and anticipation. 1-6 - Omar Rihawi, Djamal Merad, Jean-Luc Damoiseaux:
3D-AD: 3D-autism dataset for repetitive behaviours with kinect sensor. 1-6 - Danilo Cavaliere, Luca Greco, Pierluigi Ritrovato, Sabrina Senatore:
A knowledge-based approach for video event detection using spatio-temporal sliding windows. 1-6 - Oscal T.-C. Chen, Ching-Han Tsai, Hung Ha Manh, Wei-Chih Lai:
Activity recognition using a panoramic camera for homecare. 1-6 - Kyungsun Lim, Won-Dong Jang, Chang-Su Kim:
Background subtraction using encoder-decoder structured convolutional neural network. 1-6 - Srijan Das, Michal Koperski, François Brémond, Gianpiero Francesca:
Action recognition based on a mixture of RGB and depth based skeleton. 1-6 - Kaushik Roy, Jaemyun Kim, Md. Tauhid Bin Iqbal, Farkhod Makhmudkhujaev, Byungyong Ryu, Oksam Chae:
An adaptive fusion scheme of color and edge features for background subtraction. 1-6 - Tsubasa Minematsu, Atsushi Shimada, Rin-Ichiro Taniguchi:
Analytics of deep neural network in change detection. 1-6 - Maria Axelsson, Mikael Karlsson, Henrik Petersson:
Motion compensation of submillimeter wave 3D imaging radar data for security screening. 1-5 - Thi Lan Anh Nguyen, Furqan M. Khan, Farhood Negin, François Brémond:
Multi-Object tracking using multi-channel part appearance representation. 1-6 - Mostafa Parchami, Saman Bashbaghi, Eric Granger, Saif Iftekar Sayed:
Using deep autoencoders to learn robust domain-invariant representations for still-to-video face recognition. 1-6 - Mostafa Parchami, Saman Bashbaghi, Eric Granger:
CNNs with cross-correlation matching for face recognition in video surveillance using a single training sample per person. 1-6 - Iveel Jargalsaikhan, Suzanne Little, Noel E. O'Connor:
Action localization in video using a graph-based feature representation. 1-6 - Abhilash K. Pai, A. Kotegar Karunakar, U. Raghavendra:
A novel crowd density estimation technique using local binary pattern and Gabor features. 1-6 - Lars Wilko Sommer, Arne Schumann, Thomas Muller, Tobias Schuchert, Jürgen Beyerer:
Flying object detection for automatic UAV recognition. 1-6 - Arne Schumann, Lars Wilko Sommer, Johannes Klatte, Tobias Schuchert, Jürgen Beyerer:
Deep cross-domain flying object classification for robust UAV detection. 1-6 - Eren Unlu, Emmanuel Zenou, Nicolas Rivière:
Ordered minimum distance bag-of-words approach for aerial object identification. 1-6 - Siwei Lyu, Ming-Ching Chang, Dawei Du, Longyin Wen, Honggang Qi, Yuezun Li, Yi Wei, Lipeng Ke, Tao Hu, Marco Del Coco, Pierluigi Carcagnì, Dmitriy Anisimov, Erik Bochinski, Fabio Galasso, Filiz Bunyak, Guang Han, Hao Ye, Hong Wang, Kannappan Palaniappan, Koray Ozcan, Li Wang, Liang Wang, Martin Lauer, Nattachai Watcharapinchai, Nenghui Song, Noor M. Al-Shakarji, Shuo Wang, Sikandar Amin, Sitapa Rujikietgumjorn, Tatiana Khanova, Thomas Sikora, Tino Kutschbach, Volker Eiselein, Wei Tian, Xiangyang Xue, Xiaoyi Yu, Yao Lu, Yingbin Zheng, Yongzhen Huang, Yuqi Zhang:
UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. 1-7 - Sitapa Rujikietgumjorn, Nattachai Watcharapinchai:
Real-Time HOG-based pedestrian detection in thermal images for an embedded system. 1-6 - Boguslaw Cyganek:
Software framework for tensor stream processing on embedded vision platforms. 1-6
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