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SHAREHOLDERS' EQUITY AND SHARE-BASED COMPENSATION (Details)
$ / shares in Units, $ in Thousands
1 Months Ended 12 Months Ended
May 15, 2018
$ / shares
shares
Feb. 28, 2019
shares
Dec. 31, 2019
USD ($)
vote
component
$ / shares
shares
Dec. 31, 2018
USD ($)
employee
$ / shares
shares
Dec. 31, 2017
USD ($)
$ / shares
shares
Jan. 01, 2018
USD ($)
Jan. 01, 2017
USD ($)
Dec. 31, 2016
Common Stock [Abstract]                
Common stock, shares authorized (in shares)     100,000,000 100,000,000        
Common stock, shares issued (in shares)     25,413,000 25,413,000        
Common stock, shares outstanding (in shares)     15,454,000 16,276,000        
Voting rights per share | vote     1          
Equity Incentive Plan [Abstract]                
Maximum number of Altisource share-based awards that can be granted under the Plan (in shares)     6,700,000          
Share-based awards available for future grants under the Plan (in shares)     800,000          
Share Repurchase Program [Abstract]                
Authorized amount (approximately) | $     $ 102,000          
Capacity available to repurchase common stock under senior secured term loan | $     463,000          
Share-Based Compensation [Abstract]                
Share-based compensation expense | $     11,900 $ 10,200 $ 4,300      
Estimated unrecognized compensation costs | $     $ 8,900          
Weighted average remaining requisite service period for stock options over which unrecognized compensation costs would be recognized     1 year 6 months 7 days          
Cumulative effect of an accounting change | $           $ (10,448) $ 0  
Options outstanding (in shares)     1,468,046 1,440,566        
Stock options granted, approximate (in shares)     227,849 277,000 244,000      
Weighted average exercise price of stock options granted (in dollars per share) | $ / shares     $ 24.98 $ 25.15 $ 33.28      
Plan modification, number of stock options affected (in shares)       263,000        
Plan modification, number of employees affected | employee       16        
Weighted average fair value of stock options granted and total intrinsic value of stock options exercised                
Weighted average fair value at grant date per share (in dollars per share) | $ / shares     $ 0.00 $ 16.31 $ 20.44      
Intrinsic value of options exercised | $     $ 54 $ 4,609 $ 3,028      
Grant date fair value of stock options that vested | $     $ 3,053 $ 1,760 $ 2,279      
Black-Scholes                
Assumptions used to determine the fair value of options as of the grant date                
Expected dividend yield       0.00% 0.00%      
Binomial                
Assumptions used to determine the fair value of options as of the grant date                
Expected dividend yield       0.00% 0.00%      
Minimum                
Share-Based Compensation [Abstract]                
Share based compensation arrangement by share based payment award estimated forfeiture rate               0.00%
Minimum | Black-Scholes                
Assumptions used to determine the fair value of options as of the grant date                
Risk-free interest rate (%)       2.66% 1.89%      
Expected stock price volatility (%)       70.31% 61.49%      
Expected option life (in years)       6 years 6 years      
Fair value (in usd per share) | $ / shares       $ 16.17 $ 13.57      
Minimum | Binomial                
Assumptions used to determine the fair value of options as of the grant date                
Risk-free interest rate (%)       1.64% 0.77%      
Expected stock price volatility (%)       71.36% 66.68%      
Expected option life (in years)       2 years 6 months 22 days 2 years 6 months 18 days      
Fair value (in usd per share) | $ / shares       $ 14.67 $ 11.94      
Maximum                
Share-Based Compensation [Abstract]                
Share based compensation arrangement by share based payment award estimated forfeiture rate               40.00%
Maximum | Black-Scholes                
Assumptions used to determine the fair value of options as of the grant date                
Risk-free interest rate (%)       3.10% 2.29%      
Expected stock price volatility (%)       71.86% 71.52%      
Expected option life (in years)       6 years 3 months 7 years 6 months      
Fair value (in usd per share) | $ / shares       $ 19.68 $ 24.80      
Maximum | Binomial                
Assumptions used to determine the fair value of options as of the grant date                
Risk-free interest rate (%)       3.22% 2.38%      
Expected stock price volatility (%)       71.86% 71.52%      
Expected option life (in years)       4 years 3 months 29 days 4 years 9 months 26 days      
Fair value (in usd per share) | $ / shares       $ 20.26 $ 24.30      
Stock Repurchase Program, Current                
Share Repurchase Program [Abstract]                
Number of shares of common stock authorized to be purchased (in shares) 4,300,000              
Percentage of outstanding shares authorized to be repurchased 25.00%              
Minimum purchase price authorized (in dollars per share) | $ / shares $ 1.00              
Maximum purchase price authorized (in dollars per share) | $ / shares $ 500.00              
Stock repurchase program, period in force 5 years              
Remaining number of shares available for repurchase under the plan (in shares)     2,400,000          
Stock Repurchase Programs                
Share Repurchase Program [Abstract]                
Number of shares of common stock purchased (in shares)     1,000,000 1,600,000 1,600,000      
Average purchase price per share (in dollars per share) | $ / shares     $ 20.33 $ 25.53 $ 23.84      
Employee and non employee stock option                
Share-Based Compensation [Abstract]                
Performance criteria achieved (in shares)   228,000            
Stock options granted, approximate (in shares)     0          
Employee and non employee stock option | Vesting Based on Service                
Share-Based Compensation [Abstract]                
Options outstanding (in shares)     426,000          
Employee and non employee stock option | Market-Based                
Share-Based Compensation [Abstract]                
Options outstanding (in shares)     578,000          
Number of components of an award | component     2          
Allowable performance period before expiration date     3 years          
Employee and non employee stock option | Performance-Based, Vesting Period One                
Share-Based Compensation [Abstract]                
Award vesting rights, percentage     25.00%          
Employee and non employee stock option | Performance-Based, Vesting Period Two                
Share-Based Compensation [Abstract]                
Award vesting rights, percentage     25.00%          
Employee and non employee stock option | Performance-Based, Vesting Period Three                
Share-Based Compensation [Abstract]                
Award vesting rights, percentage     25.00%          
Employee and non employee stock option | Performance-Based, Vesting Period Four                
Share-Based Compensation [Abstract]                
Award vesting rights, percentage     25.00%          
Employee and non employee stock option | Performance-Based                
Share-Based Compensation [Abstract]                
Options outstanding (in shares)     464,000          
Employee and non employee stock option | Minimum | Vesting Based on Service                
Share-Based Compensation [Abstract]                
Vesting period     3 years          
Employee and non employee stock option | Minimum | Market-Based                
Share-Based Compensation [Abstract]                
Vesting period     3 years          
Expiration term     10 years          
Employee and non employee stock option | Minimum | Market-Based, Ordinary Performance                
Share-Based Compensation [Abstract]                
Percentage of compounded annual gain of stock price over exercise price required for the award to vest     20.00%          
Employee and non employee stock option | Minimum | Market-Based, Extraordinary Performance                
Share-Based Compensation [Abstract]                
Percentage of compounded annual gain of stock price over exercise price required for the award to vest     25.00%          
Employee and non employee stock option | Minimum | Performance-Based                
Share-Based Compensation [Abstract]                
Allowable performance period before expiration date     10 years          
Attainment above threshold performance levels, vesting percentage     50.00%          
Employee and non employee stock option | Maximum | Vesting Based on Service                
Share-Based Compensation [Abstract]                
Vesting period     4 years          
Expiration term     10 years          
Employee and non employee stock option | Maximum | Market-Based                
Share-Based Compensation [Abstract]                
Vesting period     4 years          
Employee and non employee stock option | Maximum | Performance-Based                
Share-Based Compensation [Abstract]                
Attainment above threshold performance levels, vesting percentage     200.00%          
Restricted Shares and Restricted Share Units | Performance-Based, Vesting Period One                
Share-Based Compensation [Abstract]                
Award vesting rights, percentage     33.00%          
Restricted Shares and Restricted Share Units | Performance-Based, Vesting Period Two                
Share-Based Compensation [Abstract]                
Award vesting rights, percentage     33.00%          
Restricted Shares and Restricted Share Units | Performance-Based, Vesting Period Three                
Share-Based Compensation [Abstract]                
Award vesting rights, percentage     33.00%          
Restricted Shares and Restricted Share Units | Minimum | Vesting Based on Service                
Share-Based Compensation [Abstract]                
Vesting period     2 years          
Restricted Shares and Restricted Share Units | Maximum | Vesting Based on Service                
Share-Based Compensation [Abstract]                
Vesting period     4 years          
Restricted Shares and Restricted Share Units | Maximum | Performance-Based                
Share-Based Compensation [Abstract]                
Attainment above threshold performance levels, vesting percentage     225.00%          
Retained earnings                
Share-Based Compensation [Abstract]                
Cumulative effect of an accounting change | $           $ (9,715) (932)  
Retained earnings | Accounting Standards Update 2016-09 [Member]                
Share-Based Compensation [Abstract]                
Cumulative effect of an accounting change | $             (900)  
Additional paid-in capital                
Share-Based Compensation [Abstract]                
Cumulative effect of an accounting change | $             932  
Additional paid-in capital | Accounting Standards Update 2016-09 [Member]                
Share-Based Compensation [Abstract]                
Cumulative effect of an accounting change | $             $ 900