Proposal generation for object detection using cascaded ranking SVMs

Proposal generation for object detection using cascaded ranking SVMs

Object recognition has made great strides recently. However, the best methods, such as those based on kernel-SVMs are highly computationally intensive. The problem of how to accelerate the evaluation process without decreasing accuracy is thus of current interest. In this paper, we deal with this pr...

Bibliografske podrobnosti
Main Authors:	Zhang, Z, Warrell, J, Torr, PHS
Format:	Conference item
Jezik:	English
Izdano:	IEEE 2011

Podobne knjige/članki

Object proposal generation using two-stage Cascade SVMs
od: Zhang, Z, et al.
Izdano: (2015)

Latent SVMs for human detection with a locally affine deformation field
od: Ladický, L, et al.
Izdano: (2012)

Feature Selection for SVMs
od: Poggio, Tomaso A., et al.
Izdano: (2016)

Automatic detection of exonic splicing enhancers (ESEs) using SVMs
od: Suhai Sándor, et al.
Izdano: (2008-09-01)

An Empirical Comparison of SNoW and SVMs for Face Detection
od: Alvira, Mariano, et al.
Izdano: (2004)

Hand detection using multiple proposals
od: Mittal, A, et al.
Izdano: (2011)

Anomaly detection in vessel tracking using Support Vector Machines (SVMs)
od: Dwi Handayani, Dini Oktarina, et al.
Izdano: (2014)

One-Class SVMs Challenges in Audio Detection and Classification Applications
od: Noureddine Ellouze, et al.
Izdano: (2008-06-01)

Distributed optimization of multi-class SVMs.
od: Maximilian Alber, et al.
Izdano: (2017-01-01)

Application of ECOC SVMS in Remote Sensing Image Classification
od: Z. Yan, et al.
Izdano: (2014-11-01)

The Application of SVMs Method on Exchange Rates Fluctuation
od: Zuoquan Zhang, et al.
Izdano: (2009-01-01)

Fast human pose detection using randomized hierarchical cascades of rejectors
od: Rogez, G, et al.
Izdano: (2012)

Combining OC-SVMs With LSTM for Detecting Anomalies in Telemetry Data With Irregular Intervals
od: Junfeng Wu, et al.
Izdano: (2020-01-01)

Enhancing exemplar SVMs using part level transfer regularization
od: Aytar, Y, et al.
Izdano: (2012)

Unsupervised Domain Adaptation Using Exemplar-SVMs with Adaptation Regularization
od: Yiwei He, et al.
Izdano: (2018-01-01)

Part level transfer regularization for enhancing exemplar SVMs
od: Aytar, Y, et al.
Izdano: (2015)

Fault Identification Method of Ball Bearing Based on IAs and SVMs
od: Chen Chao, et al.
Izdano: (2016-01-01)

A Novel Malware Detection Model in the Software Supply Chain Based on LSTM and SVMs
od: Shuncheng Zhou, et al.
Izdano: (2024-07-01)

Multiple-instance learning with structured bag models
od: Warrell, J, et al.
Izdano: (2011)

Local Binary and Multiclass SVMs Trained on a Quantum Annealer
od: Enrico Zardini, et al.
Izdano: (2024-01-01)

Group Norm for Learning Structured SVMs with Unstructured Latent Variables
od: Chen, Daozheng, et al.
Izdano: (2015)

Sequential optimization for efficient high-quality object proposal generation
od: Zhang, Z, et al.
Izdano: (2017)

Effects of network topology on the performance of consensus and distributed learning of SVMs using ADMM
od: Shirin Tavara, et al.
Izdano: (2021-03-01)

Object proposals estimation in depth image using compact 3D shape manifolds
od: Zheng, S, et al.
Izdano: (2015)

Activity Recognition on Smartphones via Sensor-Fusion and KDA-Based SVMs
od: Adil Mehmood Khan, et al.
Izdano: (2014-05-01)

Sentiment Analysis of Short Texts Using SVMs and VSMs-Based Multiclass Semantic Classification
od: K. Suresh Kumar, et al.
Izdano: (2024-12-01)

Taxonomic multi-class prediction and person layout using efficient structured ranking
od: Mittal, A, et al.
Izdano: (2012)

Scalable FPGA median filtering via a directional median cascade
od: Rahnama, O, et al.
Izdano: (2021)

Continual learning in low-rank orthogonal subspaces
od: Chaudhry, A, et al.
Izdano: (2020)

Scalable cascade inference for semantic image segmentation
od: Sturgess, P, et al.
Izdano: (2012)

Dense semantic image segmentation with objects and attributes
od: Zheng, S, et al.
Izdano: (2014)

Multistep-Ahead Air Passengers Traffic Prediction with Hybrid ARIMA-SVMs Models
od: Wei Ming, et al.
Izdano: (2014-01-01)

Hyperspectral Face Recognition with Adaptive and Parallel SVMs in Partially Hidden Face Scenarios
od: Julián Caba, et al.
Izdano: (2022-10-01)

Support Vector Machines (SVMs) versus Multilayer Perception (MLP) in data classification
od: E.A. Zanaty
Izdano: (2012-11-01)

A tiered move-making algorithm for general pairwise MRFs
od: Vineet, V, et al.
Izdano: (2012)

Filter-based mean-field inference for random fields with higher-order terms and product label-spaces
od: Vineet, V, et al.
Izdano: (2012)

Filter-based mean-field inference for random fields with higher-order terms and product label-spaces
od: Vineet, V, et al.
Izdano: (2014)

Human instance segmentation from video using detector-based conditional random fields
od: Vineet, V, et al.
Izdano: (2011)

Learning class-specific edges for object detection and segmentation
od: Prasad, M, et al.
Izdano: (2006)

A quantum extension of SVM-perf for training nonlinear SVMs in almost linear time
od: Jonathan Allcock, et al.
Izdano: (2020-10-01)