ICCV2015 Reading List

Proposal

Oriented Object Proposals
Shengfeng He*, Rynson Lau

Boosting Object Proposals: From Pascal to COCO
Jordi Pont-Tuset*, Luc Van Gool

The Middle Child Problem: Revisiting Parametric Min-cut for Fast Object Proposals
Ahmad Humayun*, Fuxin Li, James Rehg

Online Object Tracking with Proposal Selection
Yang Hua*, Karteek Alahari, Cordelia Schmid

Fully Connected Object Proposals for Video Segmentation
Federico Perazzi*, Oliver Wang, Alexander Sorkine-Hornung, Markus Gross

Box Aggregation for Proposal Decimation: Last Mile of Object Detection
Shu Liu*, Cewu Lu, Jiaya Jia

Structured Learning for Generating Region Proposals with Mid-level Cues
Tom Lee*, Sanja Fidler, Sven Dickinson

Contour Box: Rejecting Object Proposals Without Explicit Closed Contours
Cewu Lu, ChiKeung Tang

Segmentation

Piecewise Flat Embedding for Image Segmentation
Chaowei Fang, Zicheng Liao, Yizhou Yu*

Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing
Hamid Izadinia*, Fereshteh Sadeghi, Santosh Kumar Divvala, Hannaneh Hajishirzi, Yejin Choi, Ali Farhadi

Temporal Subspace Clustering for Human Motion Segmentation
Sheng Li*, Kang Li, Yun Fu

Joint Camera Clustering and Surface Segmentation for Large-scale Multi-view Stereo
Runze Zhang, Shiwei Li, Tian Fang*, Siyu Zhu, Long Quan

Learning Deconvolution Network for Semantic Segmentation
Hyeonwoo Noh, Seunghoon Hong, Bohyung Han*

TransCut: Transparent Object Segmentation from a Light-Field Image
Yichao Xu*, Hajime Nagahara, Atsushi Shimada, Rin-ichiro Taniguchi

Volumetric Bias in Energy-based Segmentation: Secrets and Solutions
Yuri Boykov*, Hossam Isack, Carl Olsson, Ismail Ben Ayed

Efficient Video Segmentation using Parametric Graph Partitioning
Chen-Ping Yu*, Hieu Le, Greg Zelinsky, Dimitris Samaras

Tracking-by-Segmentation with Online Gradient Boosting Decision Tree
Jeany Son, Ilchae Jung, Kayoung Park, Bohyung Han*

Joint Object and Part Segmentation using Deep Learned Potentials
Peng Wang*, Xiaohui Shen, Zhe Lin, Scott Cohen, Brian Price, Alan Yuille

3D Hand Pose Estimation Using Randomized Decision Forest with Segmentation Index Points
PEIYI LI*, Haibin Ling

Constrained Convolutional Neural Networks for Weakly Supervised Segmentation
Deepak Pathak*, Philipp Krahenbuhl, Trevor Darrell

Higher-order CRF Structural Segmentation of 3D Reconstructed Surfaces
Jingbo Liu*, Jinglu Wang, Tian Fang, Chiew-Lan Tai, Long Quan

Robust Image Segmentation Using Contour-guided Color Palettes
Xiang Fu*, Chien-Yi Wang, Chen Chen, Changhu Wang, C.-C. Jay Kuo

Joint Optimization of Segmentation and Color Clustering
Ekaterina Lobacheva, Yuri Boykov*, Olga Veksler

BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation
Jifeng Dai*, Kaiming He, Jian Sun

Fully Connected Object Proposals for Video Segmentation
Federico Perazzi*, Oliver Wang, Alexander Sorkine-Hornung, Markus Gross

Video Segmentation with Just a Few Strokes
Naveen Shankar Nagaraja*, Frank Schmidt, Thomas Brox

Detection and Segmentation of 2D Curved Symmetric Structures
Ching Teo*, Cornelia Fermuller, Yiannis Aloimonos

Contour Flow: Middle-Level Motion Estimation by Combining Motion Segmentation and Contour Alignment
Huijun Di*, Qingxuan Shi, Feng Lv, Ming Qin, Yao Lu

An Accurate Iris Segmentation Framework under Relaxed Imaging Constraints using Total Variation Model
Zijing Zhao*, Kumar Ajay

Learning to Boost Filamentary Structure Segmentation
Lin Gu*, LI Cheng

Multi-Cue Structure Preserving MRF for Unconstrained Video Segmentation
Saehoon Yi*, Vladimir Pavlovic

Semantic Segmentation With Object Clique Potential
QI Xiaojuan*, Shu Liu, Jianping Shi, Renjie Liao, Jiaya Jia

Probabilistic Appearance Models for Segmentation and Classification
Julia Kruger*, Jan Ehrhardt, Heinz Handels

Motion Trajectory Segmentation via Minimum Cost Multicuts
Margret Keuper*, Bjoern Andres, Thomas Brox

A Randomized Ensemble Approach to Industrial CT Segmentation
Hyojin Kim*, Jayaraman Jayaraman Thiagarajan, Peer-Timo Bremer

Monocular Object Instance Segmentation and Depth Ordering with CNNs
Ziyu Zhang*, Alexander Schwing, Raquel Urtasun, Sanja Fidler

Semi-Supervised Normalized Cuts for Image Segmentation
Selene Chew, Nathan Cahill*

Self-Occlusions and Disocclusions in Causal Video Object Segmentation
Yanchao Yang*, Ganesh Sundaramoorthi, Stefano Soatto

Introducing Geometry into Active Learning for Image Segmentation
Ksenia Konyushkova*, Raphael Sznitman, Pascal Fua

Efficient Classifier Training for Electron Microscopy Segmentation
Toufiq Parag*

Semantic Segmentation of RGBD Images with Mutex Constraints
Zhuo Deng*, Sinisa Todorovic, Longin Jan Latecki

Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation
George Papandreou, Liang-Chieh Chen*, Kevin Murphy, Alan Yuille

Weakly supervised graph based semantic segmentation by learning communities of image-parts
Niloufar Pourian*, Karthikeyan Shanmuga Vadivel, B.S. Manjunath

Object detection via a multi-region and semantic segmentation-aware CNN model
Spyros Gidaris*, Nikos Komodakis

Multiresolution hierarchy co-clustering for semantic segmentation in sequences with small variations
David Varas*, Ferran Marques

Hash

Alternating Co-Quantization for Cross-modal Hashing
Go Irie*, Hiroyuki Arai, Yukinobu Taniguchi

Adaptive Hashing for Fast Similarity Search
Fatih Cakir*, Stan Sclaroff

PQTable: Fast Exact Asymmetric Distance Neighbor Search for Product Quantization using Hash Tables
Yusuke Matsui*, Toshihiko Yamasaki, Kiyoharu Aizawa

kNN Hashing with Factorized Neighborhood Representation
Kun Ding*, Chunlei Huo, Bin Fan, Chunhong PAN

Multi-View Complementary Hash Tables for Nearest Neighbor Search
Xianglong Liu*, Lei Huang, Cheng Deng, Jiwen Lu, Bo Lang

An NMF perspective on Binary Hashing
Lopamudra Mukherjee*, Sathya Ravi, Vamsi Ithapu

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